IIIIIIIIIIIIIIIIIIIIIIHIII-F THESts 26 Cl This is to certify that the thesis entitled Influence of Automotive Seat Factors on Posture and Applicability to Design Models presented by Phaedra Elizabeth Gutowski has been accepted towards fulfillment of the requirements for Master's degree in Engineering Mechanics \ \)\ ‘ Major professor 3 Date “EL? ‘ #650 0-7639 MS U is an Affirmative Action/Equal Opportunity Institution LIBRARY Michigan State ~ University PLACE IN RETU RNBOXto remove To AVOID FINES return 0 MAY BE RECALLED With earlie this checkout from your record. n or before date due. r due date if requested. DATE DUE DATE DUE DATE DUE SEP 1 8 2007 ”16,9. 2/ (EPEIP‘: lNFLUE‘eC INFLUENCE OF AUTOMOTIVE SEAT FACTORS ON POSTURE AND APPLICABILITY TO DESIGN MODELS BY Phaedra Elizabeth Gutowski A THESIS Submitted to Michigan State University in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE Materials Science and Mechanics 2000 INFLUENCE ABSTRACT INFLUENCE OF AUTOMOTIVE SEAT FACTORS ON POSTURE AND APPLICABILITY TO DESIGN MODELS By Phaedra Elizabeth Gutowski Through the use of a video-based motion data collection system the effects of seat and package factors on subject selected posture were examined for four automotive seats. Subjects were placed in both sedan and van interior packages with respect to seat height and toebar to steering wheel depth. The seats were adjusted to both the lumbar on and off positions with the test subjects allowed to choose their own fore/aft seat position and backrest recline. Subjects were not instructed on placement of the pelvis in the seat. Several internal joint locations of the spine were estimated to examine the overall spinal position and its relation to the position and contour of the seat. Results indicated that occupants did not use the lumbar supports as they were intended, and instead slid fonNard in the seats, away from the lumbar supports. Subjects chose more erect postures when the seats were in the higher van setting. Postural changes from the driver to passenger position affected the angle of the knees, with some differences reaching up to the hips. These findings can be combined with seat factors to determine correlations between SAE manikin and human responses. Copyright by PHAEDRA ELIZABETH GUTOWSKI 2000 DEDICATION In loving memory of my grandparents George E. White 1921 —1999 Melvin A. Paul 1914 — 1998 Katherene E. Allman 1912 — 1994 lwoglc Tie ' his endeavor: Casey Prseff. anc‘ trance? 5.39:". Hen; Sect—3:. . their help wit test 5. mm ”AA My 00 .. ...:t- Dr. Thonas Pence it; Dr. Robert Hubbard I stow how my stsc' es 'iE' ‘TEI‘CSDI paid is: tee-855a,. "y to infer»:- My fa'fiiiy. pe' ACKNOWLEDGEMENTS I would like to thank the following individuals for their contributions towards this endeavor: Casey Pruett, Jochen Balzulat and the staff of TecMath for their technical and financial support. Heidi Bogard, Joanne Ewen, Thomas Fowler, and Walter Macklem for their help with test buck construction, subject testing and data processing. My committee members for their efforts towards my degree completion - Dr. Thomas Pence for his advice and assistance in starting my graduate career. Dr. Robert Hubbard for his enthusiasm, advice, encouragement, and ability to show how my studies relate to practical applications. Dr. Tamara Reid Bush for her friendship and technical expertise in test protocol definition and the statistics necessary to interpret these data. My family, particularly my parents, Malcolm and Nancy Paul, for their advice and encouragement in all aspects of my life. Their love and belief in me has played a major role in my success. My best friend and husband, Mark, for lending an ear during difficult times throughout this endeavor. Thank you for understanding the importance of achieving personal goals and having the “courage” to marry me in the middle of this study. say-{3m IISI OF TABLES IISTOF FIGURES KEY TO ASSREVEA I. INTRODUCTION 2. BACKGROUND 2.7 Meter. Ca 2.2 ACETGW 2.2.1 A 2.2.2T 2.2.3T 2.2.4T 2.2.5T 2.2.6T 2.2.7T 2.3 The B on 2.3.1 5 2.3.2 I. TABLE OF CONTENTS 332132“ Page LIST OF TABLES ......................................................................................................... ix LIST OF FIGURES .................................................................................................... xxiii KEY TO ABBREVIATIONS ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, xxviii 1. INTRODUCTION ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 1 11 Automotive Seating .................................................................................. 2 2. BACKGROUND ....................................................................................................... 6 2.1 Motion Data Acquisition ___________________________________________________________________________ 6 2.2 Anatomy ...................................................................................................... 7 2.2.1 Anatomical Positioning ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 7 2.2.2 The Head .................................................................................... 8 2.2.3 The Upper Extremities ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 9 2.2.4 The Lower Extremities ............................................................. 9 2.2.5 The Thorax ................................................................................. 11 2.2.6 The Spine.......... ......................................................................... 12 2.2.7 The Pelvis ................................................................................... 13 2.3 The Biomechanics of Sitting and Seat Design ___________________________________ 14 2.3.1 Seated Posture .......................................................................... 14 2.3.2 Muscle Loading _________________________________________________________________________ 16 2.3.3 Pressure ...................................................................................... 17 2.3.4 Seat Pan ..................................................................................... 18 2.3.5 Lumbar Support and Backrest Inclination ,,,,,,,,,,,,,,,,,,,,,,,,,,, 19 2-4 Seating Tool Develooment ..................................................................... 21 2.4.1 Early Seating Tools __________________________________________________________________ 21 2.4.2 Time Effects ............................................................................... 23 2.4.3 Textile Influences ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 24 2.4.4 Seat Factors ............................................................................... 24 2.4.5 Package Factors ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 28 2.4.6 Human Models .......................................................................... 28 24-7 Current Seating Tools .............................................................. 33 3. EXPERIMENTAL METHODS — SEAT FACTORS ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 37 3-1 Testing Protocol ........................................................................................ 37 31-1 Seat Factors ............................................................................... 37 3.1.2 Seats ............................................................................................ 37 3.1.3 Test Buck .................................................................................... 40 3.1.4 Test Buck Calibration ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 42 4- SEAT RESULTS ...................................................................................................... 44 vi —__I 4.1 Sea! A 4.2 Seat. 8 4.3 Seat C 4.4 Seat D 5. EXPERIMENT A. 5.1 Test tg 5 511 5.1.2 ~’ 5.1.3 1. 5.1 4T 5.2 Ca.'c..‘at 3 5.2.1 P. 5.2211" 5.23 E 5.2.4 H 5.25 P. 5.2 6 T9 4.1 Seat A (Ten LH) ........................................................................................ 4.2 Seat B (Town and Country) .................................................................... 4.3 Seat C (BMW 7 Series) ........................................................................... 4.4 Seat D (Gray LH) ...................................................................................... 5. EXPERIMENTAL METHODS — SUBJECT TESTING .................................... 5.1 Testing Protocol ........................................................................................ 5.1.1 Test Subjects ............................................................................. 5.1.2 Anthropometric Data Collection ............................................. 5.1.3 Motion Data Collection ............................................................ 5.1.4 Targeting Setup ......................................................................... 5.2 Calculations ................................................................................................ 5.2.1 Rotation to Sagittal Plane ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 522 Head Tilt ...................................................................................... 5.2.3 Elbow Angles ............................................................................. 5.2.4 Hip Joint Center ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 5.2.5 Pelvis Angle ............................................................................... 52-6 Thorax Angle .............................................................................. 52-7 Openness Angle ........................................................................ 5.2.8 Knee Angles ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 5.2.9 Ankle Angles .............................................................................. 5.2.10 Lower Lumbar Joint Location ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 5.2.11 Upper Lumbar and Lower Neck Joint Locations ,,,,,,,,,,,,, 5.2.12 Spinal Link Angles ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 5.2.13 Body Recline Angle ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 5.2.14 Total Lumbar Curvature ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 6. SUBJECT TESTING RESULTS ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 6.1.1 Seat Back Angle ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 6.1.2 Toebar to Hip Joint Center Horizontal Distance ________________ 6.1.3 Toebar to Hip Joint Center Vertical Distance ,,,,,,,,,,,,,,,,,,,,, 6.1.4 Horizontal Pelvis Placement Relative to Seat ,,,,,,,,,,,,,,,,,,,, 6.1.5 Vertical Pelvis Placement Relative to Seat ,,,,,,,,,,,,,,,,,,,,,,,,, 6.2 Extremities ................................................................................................. 6.2.1 Knee Angle ................................................................................. 6.2.2 Knee Splay Angle ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 6.2.3 Shoe Angle ................................................................................. 6.2.4 Elbow Angle ............................................................................... 6.2.5 Arm Splay Angle ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 6-3 Body Angles .............................................................................................. 6.3.1 Body Recline Angle .................................................................. 63-2 Openness Angle ........................................................................ 6.3.3 Pelvis Angle, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 63-4 Thorax Angle .............................................................................. 6.3.5 Total Lumbar Curvature vii 44 46 47 48 50 50 51 54 55 57 59 60 61 61 63 69 69 70 70 72 72 74 78 80 80 82 84 84 87 90 92 98 100 100 102 105 107 110 111 112 114 118 122 125 6.4 Spica! - 6.4.1 6.4.2 543 6.5 Read P1 55 Procé’dv' 5.7 Apo'ie’ ‘ 7. CONCLUSION 7.1 85317283 7.1.1 8 7.1.2 E 7.1.3 E 7.1.4 8: 7.15 P' 7.2 Com"1€“18 7.3 Future W0 APPENDIX A: ANTH APPENDIX B: SEAT APPENDIX c.- GROU REFERENCES, 6.4 Spinal Link Angles 129 ooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo 6.4.1 Thoracic Spine Link Angle (TSLA) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 129 6.4.2 Lumbar Spine Link Angle (LSLA) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 131 6.4.3 Pelvis Link Angle (PLA) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 134 6.5 Head Position ............................................................................................ 134 6.6 Procedural Effects on Subject Positioning ,,,,,,,,,,,,,,,,,, _ ,,,,,,,,,,,,,,,,,,,,,, 135 6.7 Application to Computer Modeling ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 137 7. CONCLUSIONS ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 139 7.1 Summary .................................................................................................... 139 7.1.1 Seat Positions ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 139 7.1.2 Extremities ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 140 713 Body Angles ............................................................................... 141 7.1.4 Spinal Link Angles ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 142 7.1.5 Protocol ....................................................................................... 143 7.2 Comments .................................................................................................. 143 7.3 Future Work ............................................................................................... 145 APPENDIX A: ANTHROPOMETRIC MEASUREMENTS ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 147 APPENDIX B: SEAT TARGETING .......................................................................... 156 APPENDIX C: GROUP AVERAGE AND STANDARD DEVIATIONS ,,,,,,,,,,,,, 159 REFERENCES 226 viii LIST OF TABLES Table No. Title Page Table 1: Desired positions for locked package dimensions ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 41 Table 2: Subject preferred parameters ................................................................... 42 Table 3: Actual seat A (Tan LH) SAE manikin measurements ,,,,,,,,,,,,,,,,,,,,,,,,,, 45 Table 4: Actual seat B SAE manikin measurements ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 46 Table 5: Actual seat C SAE manikin measurements ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 47 Table 6: Actual seat D SAE manikin measurements ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 49 Table 7: Anthropometric groups (30 subjects total). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 51 Table 8: Ideal ranges of anthropometric groups ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 51 Table 9: Test subject anthropometric groups ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 53 Table 10: Target locations for reference trials ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 57 Table 11: Target locations for seat testing ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 58 Table 12: Abbreviations for anthropometric groups ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 82 Table 13: Occurrences of statistically significant differences in SBA for the Tan LH seat by size groups (four possible in each group) ,,,,,,,,,,,, 84 Table 14: Occurrences of statistically significant differences in SBA for the Town & Country seat by size groups (eight possible in each group) ...................................................................................................................... 84 Table 15: Occurrences of statistically significant differences in SBA for the BMW seat (thorax forward) by size groups (eight possible in each group) ............................................................................................................ 85 Table 16: Occurrences of statistically significant differences in SBA for the BMW seat (thorax rearward) by size groups (eight possible in each grouo) ............................................................................................................ 85 Table 17: Occurrences of statistically significant differences in SBA for the Gray LH seat by size groups (eight possible in each group) 85 Table 18: SBA statistical results (one-way RM-ANOVA) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 86 Table 19: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the Tan LH seat by size groups (four possible in each group) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 87 Table 20: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the Town & Country seat by size groups (eight possible in each group) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 87 Table 21: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the BMW seat (thorax forward) by size groups (eight possible in each group) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 88 Table 22: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the BMW seat (thorax rearward) by size groups (eight possible in each group) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 88 Table 23: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the Gray LH seat by size groups (eight possible in each group) ....................................................................................... 88 Table 24: Toebar to HJC horizontal distance (mm) group averages for the sedan, lumbar off, driver scenario ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 89 Table 25: Toebar to HJC horizontal distance statistical results 89 Table 26: Occurrences of statistically significant differences in toebar to HJC vertical distances for the Town & Country seat by size groups (eight possible in each group) ........................................................................... 90 Table 27: Occurrences of statistically significant differences in toebar to HJC vertical distances for the BMW seat (thorax forward) by size groups (eight possible in each group) ............................................................. 91 Table 28: Toebar to HJC vertical distance statistical results (one-way RM-ANOVA) .......................................................................................................... 91 Table 29: Toebar to HJC vertical distances (mm) of mid-sized males in the sedan, driver scenario of the BMW seat (thorax rearward) ,,,,,,,,,,,,,,,,, 92 Table 30: Occurrences of statistically significant differences in horizontal offset between J826 H—point and subject’s HJC for the Tan LH seat by size groups (four possible in each grOUp) ................................................. 93 Table 31: 00W offset betwee" Country seat C Table 32: Occute’ offset betweer (thorax Iowa-'3 Table 33: Occurrer; offset. between . (thorax rearwa'i Table 34: Occurre'tcl offset between J by $129 groups {I Table 35: Honzonta. results (one-we. Table 36: HJC‘RBCE‘ dryer, lumbar 0‘ Table 37: HJC-P dri' ‘ 'u ‘I- .- -. Table 31: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the Town & Country seat by size groups (eight possible in each group) ,,,,,,,,,,,,,,,,,,,,,, 94 Table 32: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the BMW seat (thorax forward) by size groups (eight possible in each group) ,,,,,,,,,,,,,,,,, 94 Table 33: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the BMW seat (thorax rearward) by size groups (eight possible in each group) ______________ 94 Table 34: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the Gray LH seat by size groups (eight possible in each group) _______________________________________________ 94 Table 35: Horizontal offset from J826 H-point to subject’s HJC statistical results (one-way RM-ANOVA) .......................................................................... 95 Table 36: HJC-RecBot X coordinate group averages for the sedan, driver, lumbar off (Off) and lumbar on (On) scenarios ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 96 Table 37: HJC-RecBot X coordinate group averages for the van, driver, lumbar off (Off) and lumbar on (On) scenarios ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 97 Table 38: Vertical offset from J826 H-point to subject’s HJC statistical results (one-way RM-ANOVA) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 98 Table 39: HJC-RecBot Z coordinate group averages for the sedan, driver, lumbar off (Off) and lumbar on (On) scenarios ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 99 Table 40: Occurrences of statistically significant differences in knee angle for the Tan LH seat by size groups (two possible in each group) ,,,,,,,,,,,,, 100 Table 41: Occurrences of statistically significant differences in knee angle for the Gray LH seat by size groups (four possible in each group) 100 Table 42: Knee angle statistical results (one-way RM-ANOVA) 101 Table 43: Occurrences of statistically significant differences in knee splay angle for the Tan LH seat by size groups (two possible in each group)_102 Table 44: Occurrences of statistically significant differences in knee splay angle for the Town & Country seat by size groups (four possible in each grOUp) ............................................................................................................ 102 xi Table 45: Occurrences of statistically significant differences in knee splay angle for the BMW (thorax forward) seat by size groups (four possible in each group) ....................................................................................................... 103 Table 46: Occurrences of statistically significant differences in knee splay angle for the BMW (thorax rearward) seat by size groups (four possible in each group) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 103 Table 47: Occurrences of statistically significant differences in knee splay angle for the Gray LH seat by size groups (four possible in each grouo) ...................................................................................................................... 103 Table 48: Knee splay angle statistical results (one-way RM-ANOVA) ,,,,,,,,,,,, 104 Table 49: Shoe angle statistical results (one-way RM-ANOVA) ,,,,,,,,,,,,,,,,,,,,,,, 105 Table 50: Occurrences of statistically significant differences in elbow angle for the Tan LH seat by size groups (two possible in each grOUp) ...................................................................................................................... 107 Table 51: Occurrences of statistically significant differences in elbow angle for the Town & Country seat by size groups (four possible in each group) ............................................................................................................ 107 Table 52: Occurrences of statistically significant differences in elbow angle for the BMW seat (thorax forward) by size groups (four possible in each group) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 107 Table 53: Occurrences of statistically significant differences in elbow angle for the BMW seat (thorax rearward) by size groups (four possible in each grouo) ....................................................................................................... 107 Table 54: Occurrences of statistically significant differences in elbow angle for the Gray LH seat by size groups (four possible in each group) ...................................................................................................................... 108 Table 55: Elbow angle group averages for the sedan, lumbar off, driver scenario .................................................................................................................. 109 Table 56: Occurrences of statistically significant differences in arm splay angle for the Tan LH seat by size groups (two possible in each grOUb) ...................................................................................................................... 110 Table 57: Occurrences of statistically significant differences in arm splay angle for the Town & Country seat by size groups (four possible in each group) ............................................................................................................ 110 xii Table 58: Occurrences of statistically significant differences in arm splay angle for the BMW seat (thorax forward) by size groups (four possible in each group) ....................................................................................................... 110 Table 59: Occurrences of statistically significant differences in arm splay angle for the BMW seat (thorax rearward) by size groups (four possible in each group) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 111 Table 60: Occurrences of statistically significant differences in arm splay angle for the Gray LH seat by size groups (four possible in each group) ............................................................................................................ 111 Table 61: Occurrences of statistically significant differences in body recline angle for the Tan LH seat by size groups (four possible in each grOUp) ............................................................................................................ 112 Table 62: Occurrences of statistically significant differences in body recline angle for the Town & Country seat by size groups (eight possible in each group) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 112 Table 63: Occurrences of statistically significant differences in body recline angle for the Gray LH seat by size groups (eight possible in each group) ............................................................................................................ 113 Table 64: BRA statistical results (one-way RM-ANOVA) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 114 Table 65: Occurrences of statistically significant differences in openness angle for the Tan LH seat by size groups (four possible in each group) ...................................................................................................................... 115 Table 66: Occurrences of statistically significant differences in openness angle for the Town & Country seat by size groups (eight possible in each group) ............................................................................................................ 115 Table 67: Occurrences of statistically significant differences in openness angle for the BMW seat (thorax forward) by size groups (eight possible in each group) ....................................................................................................... 115 Table 68: Occurrences of statistically significant differences in openness angle for the BMW seat (thorax rearward) by size groups (eight possible in each grOUp) ....................................................................................... 115 Table 69: Occurrences of statistically significant differences in openness angle for the Gray LH seat by size groups (eight possible in each group) ...................................................................................................................... 115 xiii Table 70: Openness angle statistical results (one-way RM-ANOVA) ,,,,,,,,,,,,,, 116 Table 71: Occurrences of statistically significant differences in pelvis angle for the Tan LH seat by size groups (four possible in each group) ...................................................................................................................... 118 Table 72: Occurrences of statistically significant differences in pelvis angle for the Town & Country seat by size groups (eight possible in each group) ............................................................................................................ 119 Table 73: Occurrences of statistically significant differences in pelvis angle for the BMW seat (thorax forward) by size groups (eight possible in each grouo) ....................................................................................... 119 Table 74: Occurrences of statistically significant differences in pelvis angle for the BMW seat (thorax rearward) by size groups (eight possible in each grOUp) ....................................................................................... 119 Table 75: Occurrences of statistically significant differences in pelvis angle for the Gray LH seat by size groups (eight possible in each grOUb) ...................................................................................................................... 119 Table 76: Pelvis angle group averages in degrees for the sedan, lumbar off, driver (D) and passenger (P) scenarios ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 120 Table 77: Pelvis angle statistical results (one-way RM-ANOVA) ,,,,,,,,,,,,,,,,,,,,,, 120 Table 78: Occurrences of statistically significant differences in thorax angle for the Tan LH seat by size groups (four possible in each group) ____________ 122 Table 79: Occurrences of statistically significant differences in thorax angle for the Town & Country seat by size groups (eight possible in each group) ............................................................................................................ 122 Table 80: Occurrences of statistically significant differences in thorax angle for the BMW (thorax forward) by size groups (eight possible in each group) ............................................................................................................ 123 Table 81: Occurrences of statistically significant differences in thorax angle forthe BMW (thorax rearward) by size groups (eight possible in each group) ............................................................................................................ 123 Table 82: Occurrences of statistically significant differences in thorax angle for the Gray LH seat by size groups (eight possible in each grouo) ...................................................................................................................... 123 xiv Table 83.” T1109 Table 84: Orig (F, 5. 5; IT Table 85: Get the Tan L Table 86: OCC the Town. 91099) ..... Table 87; 0c; the Gray Table 88‘. TL( T3559 89: Ch, minus Se T938 90: DC the 81.11. QTOUpj Table 91: 0C the Gray Table 92: T8 by SizQQ T831994. 8‘; COUrItry Table 83: Thorax angle statistical results (one-way RM-ANOVA) ,,,,,,,,,,,,,,,,,,,, 124 Table 84: Original and modified TLC values for petite, light females (F, 5, 5) in the Gray LH, sedan, lumbar on, passenger scenario ,,,,,,,,,,,,,, 126 Table 85: Occurrences of statistically significant differences in TLC for the Tan LH seat by size groups (four possible in each group) ,,,,,,,,,,,,,,,,,, 126 Table 86: Occurrences of statistically significant differences in TLC for the Town & Country seat by size groups (eight possible in each group) ...................................................................................................................... 127 Table 87: Occurrences of statistically significant differences in TLC for the Gray LH seat by size groups (eight possible in each group) ,,,,,,,,,,,,,, 127 Table 88: TLC statistical results (one-way RM-ANOVA) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 127 Table 89: Changes in mid-sized male TLC between packages (van minus sedan) of the Gray LH seat ............................................................... 129 Table 90: Occurrences of statistically significant differences in TSLA for the BMW seat (thorax forward) by size groups (eight possible in each group) ...................................................................................................................... 129 Table 91: Occurrences of statistically significant differences in TSLA for the Gray LH seat by size groups (eight possible in each group) ,,,,,,,,,,,,,, 129 Table 92: TSLA statistical results 131 Table 93: Statistically significant differences in LSLA for the Tan LH seat by size groups (four possible in each group) 132 Table 94: Statistically significant differences in LSLA for the Town & Country seat by size groups (eight possible in each group) ,,,,,,,,,,,,,,,,,,,,,, 132 Table 95: Statistically significant differences in LSLA for the BMW seat (thorax fonNard) by size groups (eight possible in each group) ,,,,,,,,,,,,,,,,, 132 Table 96: Statistically significant differences in LSLA for the BMW seat (thorax rearward) by size groups (eight possible in each group) 132 Table 97: Statistically significant differences in LSLA for the Gray LH seat by size groups (eight possible in each group) ...................................... 133 Table 98: Comparison of standard testing protocol to having the subject's hips fully against the seat .................................................................. 136 rahaaseaba Table 100 Seal be. Table 101: Seat be Table 102: Sea’. ba: wumntfiybhl 1311;103:8ea‘. be:- 560008 luliy rea' Table 104: Seat 5a:r T8016 l05 Mart. .Ku " (Tan LH),“ Tabfe 106: Masks". c Table 101MB“ “c. 7‘ C (Town & COUNI) label 1:08 Man? IBI’W thorax T139161 1'09 MI. MW i 'K'nsC Ta5e110 Mar IGWayLH lnn‘ .,_ u. -._ I. Table 99: Seat back angle in degrees for seat A (Tan LH) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 160 Table 100: Seat back angle in degrees for extra BMW ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 160 Table 101: Seat back angle in degrees for seat B (Town & Country) ,,,,,,,,,,,,,, 161 Table 102: Seat back angle in degrees for seat C-F (BMW, thorax support fully forward) ........................................................................................... 161 Table 103: Seat back angle in degrees for seat C-R (BMW, thorax support fully rearward). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 162 Table 104: Seat back angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,, 162 Table 105: Manikin correlated seat back angle in degrees for seat A (Tan LH). ................................................................................................................ 163 Table 106: Manikin correlated seat back angle in degrees for extra BMWW163 Table 107: Manikin correlated seat back angle in degrees for seat B (Town & Country). ................................................................................................ 164 Table 108: Manikin correlated seat back angle in degrees for seat C-F (BMW, thorax support fully forward) 164 Table 109: Manikin correlated seat back angle in degrees for seat C-R (BMW, thorax support fully rearward) 165 oooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo Table 110: Manikin correlated seat back angle in degrees for seat D (Gray LH) ................................................................................................................ 165 Table 111: Toebar to HJC horizontal distance in mm for seat A (Tan LH) ,,,,, 166 Table 112: Toebar to HJC horizontal distance in mm for extra BMW 166 Table 113: Toebar to HJC horizontal distance in mm for seat B (Town & CountrY) ............................................................................................................. 167 Table 114: Toebar to HJC horizontal distance in mm for seat C-F (BMW, thorax support fully forward). ............................................................................. 167 Table 115: Toebar to HJC horizontal distance in mm for seat C-R (BMW, thorax support fully rearward). .......................................................................... 168 Table 116: Toebar to HJC horizontal distance in mm for seat D (Gray LH).,,168 Tame 117: Toe Tabie 118; Toe Me 119: Toe COUHtFyL Table 120: Toe thorax sup; Table 121: Toe thorax 5V3: Tabie 122; Toe T559123: HO'; (Tan LH). _. Ta§e124; HOT; BMW. ...... . .._ . ‘. Table 117: Toebar to HJC vertical distance in mm for seat A (Tan LH). ,,,,,,,,, 169 Table 118: Toebar to HJC vertical distance in mm for extra BMW. ,,,,,,,,,,,,,,,,, 169 Table 119: Toebar to HJC vertical distance in mm for seat B (Town & Country). ................................................................................................................. 170 Table 120: Toebar to HJC vertical distance in mm for seat C-F (BMW, thorax support fully forward). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 170 Table 121: Toebar to HJC vertical distance in mm for seat C-R (BMW, thorax SUpport fully rearward). .......................................................................... 171 Table 122: Toebar to HJC vertical distance in mm for seat D (Gray LH). ,,,,,,, 171 Table 123: Horizontal Offset from HJC to J826 H-point in mm for seat A (Tan LH). ............................................................................................................... 172 Table 124: Horizontal Offset from HJC to J826 H-point in mm for extra BMW. 172 Table 125: Horizontal Offset from HJC to J826 H-point in mm for seat B (Town & Country). ................................................................................................ 173 Table 126: Horizontal Offset from HJC to J826 H-point in mm for seat C-F (BMW, thorax support fully forward). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 173 Table 127: Horizontal Offset from HJC to J826 H-point in mm for seat C-R (BMW. thorax support fully rearward). ............................................................. 174 Table 128: Horizontal Offset from HJC to J826 H-point in mm for seat D (Gray LH). .............................................................................................................. 174 Table 129: Vertical Offset from HJC to J826 H-point in mm for seat A (Tan LH). ................................................................................................................ 175 Table 130: Vertical Offset from HJC to J826 H-point in mm for extra BMW. 175 ....................................................................................................................... Table 131: Vertical Offset from HJC to J826 H-point in mm for seat B (Town & Country). ................................................................................................ 176 Table 132: Vertical Offset from HJC to J826 H-point in mm for seat C-F (BMW. thorax support fully forward). ............................................................... 176 xvii Table 133: Verttca (BMW , lhO'a‘ latte 134; Vertca thay LH). latte 135‘. HJC-Re Table 136; HJC-Re Table 1371HJC-Re latte )381HJC-Rg fully forward, _ iaoe1391HJC-R. (eatwatdl. Table 133: Vertical Offset from HJC to J826 H-point in mm for seat C-R (BMW, thorax support fully rearward). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 177 Table 134: Vertical Offset from HJC to J826 H-point in mm for seat D (Gray LH). .............................................................................................................. 177 Table 135: HJC-RecBot X in mm for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 178 Table 136: HJC-RecBot X in mm for extra BMW. ___________________________________ 178 Table 137: HJC-RecBot X in mm for seat B (Town & Country). ,,,,,,,,,,,,,,,,,,,,,,, 179 Table 138: HJC-RecBot X in mm for seat C-F (BMW, thorax support fully forward). ......................................................................................................... 179 Table 139: HJC-RecBot X in mm for seat C-R (BMW, thorax support fully rearward). ............................................................................................................... 180 Table 140: HJC-RecBot X in mm for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 180 Table 141: HJC-RecBot Z in mm for seat A (Tan LH). ________________________________________ 181 Table 142: HJC-RecBot Z in mm for extra BMW. _________________________________________________ 181 Table 143: HJC-RecBot Z in mm for seat B (Town & Country). ,,,,,,,,,,,,,,,,,,,,,,,, 182 Table 144: HJC-RecBot Z in mm for seat C-F (BMW, thorax support fully forward). ................................................................................................................. 182 Table 145: HJC-RecBot Z in mm for seat C-R (BMW, thorax support fully rearward). ............................................................................................................... 183 Table 146: HJC-RecBot Z in mm for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 183 Table 147: Knee angle in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 184 Table 148: Knee angle in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 184 Table 149: Knee angle in degrees for seat B (Town & Country). ,,,,,,,,,,,,,,,,,,,,, 185 Table 150: Knee angle in degrees for seat C-F (BMW, thorax support fully forward). ................................................................................................................. 185 Table 151: Knee angle in degrees for seat C-R (BMW, thorax support fully rearward). ............................................................................................................... 186 xviii Table 152: Knee angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 186 Table 153: Knee splay angle in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,, 187 Table 154: Knee splay angle in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 187 Table 155: Knee splay angle in degrees for seat B (Town 8 Country). ,,,,,,,,,, 188 Table 156: Knee splay angle in degrees for seat C-F (BMW, thorax support fully forward). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 188 Table 157: Knee splay angle in degrees for seat C-R (BMW, thorax support fUllY rearward). ...................................................................................................... 139 Table 158: Knee splay angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,, 189 Table 159: Shoe angle in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 190 Table 160: Shoe angle in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 190 Table 161: Shoe angle in degrees for seat B (Town & Country). ,,,,,,,,,,,,,,,,,,,,, 191 Table 162: Shoe angle in degrees for seat C-F (BMW, thorax support fully forward). ......................................................................................................... 191 Table 163: Shoe angle in degrees for seat C-R (BMW, thorax support fully rearward). ...................................................................................................... 192 Table 164: Shoe angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 192 Table 165: Elbow angle in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 193 Table 166: Elbow angle in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 193 Table 167: Elbow angle in degrees for seat 8 (Town 8 Country). ,,,,,,,,,,,,,,,,,,,, 194 Table 168: Elbow angle in degrees for seat C-F (BMW, thorax support fully forward). ......................................................................................................... 194 Table 169: Elbow angle in degrees for seat C-R (BMW, thorax support fully rearward). ...................................................................................................... 195 Table 170: Elbow angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 195 Table 171: Arm splay angle in degrees for seat A (Tan LH). _____________________________ 196 xix Table 172. Table 173; Table 174: fully for Table 175: My reg Table 176; , Table 177; | Tabie 178; E We 180: E 511.090.". Tab19181: E 31990:: Ta’oe 182; E 7111-9183; c Tame184: C 11189185. C Tab191861C Table 172: Arm splay angle in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 196 Table 173: Arm splay angle in degrees for seat B (Town 8 Country). _____________ 197 Table 174: Arm splay angle in degrees for seat C-F (BMW, thorax support fully forward). ......................................................................................................... 197 Table 175: Arm splay angle in degrees for seat C-R (BMW, thorax support fully rearward). ...................................................................................................... 198 Table 176: Arm splay angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,, 198 Table 177: Body recline angle in degrees for seat A (Tan LH). ________________________ 199 Table 178: Body recline angle in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 199 Table 179: Body recline angle in degrees for seat B (Town 8 Country). ,,,,,,,, 200 Table 180: Body recline angle in degrees for seat C-F (BMW, thorax SUpport fully forward). .......................................................................................... 200 Table 181: Body recline angle in degrees for seat C-R (BMW, thorax support fully rearward). ....................................................................................... 201 Table 182: Body recline angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,, 201 Table 183: Openness angle in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,, 202 Table 184: Openness angle in degrees for extra BMW. _____________________________________ 202 Table 185: Openness angle in degrees for seat B (Town 8 Country). ,,,,,,,,,,,, 203 Table 186: Openness angle in degrees for seat C-F (BMW, thorax support fully forward). ......................................................................................................... 203 Table 187: Openness angle in degrees for seat C-R (BMW, thorax support fully rearward). ...................................................................................................... 204 Table 188: Openness angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,, 204 Table 189: Pelvis angle in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 205 Table 190: Pelvis angle in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 205 Table 191: Pelvis angle in degrees for seat 8 (Town 8 Country). ,,,,,,,,,,,,,,,,,,,, 206 XX iao'e 192; Pew fully forwa': 1819193: Pe“. fully rearwa Table 194. P91, Table 195: Tho Terrie 196; Tl‘o Table 197: Too 16019 1981110 111”) foma' Table 199; m; My 'eaf‘wg Tab19200: Thc Table 201. To: Me 202. To: Table 203, T0. Taite 204. To SUPDOR (‘1) 16519205 TO‘ 81191300 fl. 13519 206 TC) 13319207sz n. i “1.5162097.C Table 192: Pelvis angle in degrees for seat C-F (BMW, thorax support fully forward). ......................................................................................................... 206 Table 193: Pelvis angle in degrees for seat C-R (BMW, thorax support fully rearward). ...................................................................................................... 207 Table 194: Pelvis angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 207 Table 195: Thorax angle in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 208 Table 196: Thorax angle in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 208 Table 197: Thorax angle in degrees for seat B (Town 8 Country). ,,,,,,,,,,,,,,,,,, 209 Table 198: Thorax angle in degrees for seat C-F (BMW, thorax support fully forward). ......................................................................................................... 209 Table 199: Thorax angle in degrees for seat C-R (BMW, thorax support fully rearward). ...................................................................................................... 210 Table 200: Thorax angle in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 210 Table 201: Total lumbar curvature in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,, 211 Table 202: Total lumbar curvature in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,, 211 Table 203: Total lumbar curvature in degrees for seat B (Town 8 Country)._212 Table 204: Total lumbar curvature in degrees for seat C-F (BMW, thorax support fully fonrvard). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 212 Table 205: Total lumbar curvature in degrees for seat C-R (BMW, thorax support fully reanlvard). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 213 Table 206: Total lumbar curvature in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,, 213 Table 207: TSLA in degrees for seat A (Tan LH). ________________________________________________ 214 Table 208: TSLA in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 214 Table 209: TSLA in degrees for seat B (Town 8 Country). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 215 Table 210: TSLA in degrees for seat C-F (BMW, thorax support fully forward). ................................................................................................................. 215 xxi Table 211: TSL rearward), Tao'e 212: TSL 121519213: LSL Table 214; LS; Table 215: LSL Table 216: LS; forward;___ Table 217: LS; rearward... Table 218: L81 13019219. PL) me 220: PL, Table 221: PL, Table 222; PL Ward)... Table 223; PL TeaMard/ T3519 224: pL 19.1119 225. He Table 226: He Tame 227; He forward). Table 211: TSLA in degrees for seat C-R (BMW, thorax support fully rearward). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 216 Table 212: TSLA in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 216 Table 213: LSLA in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 217 Table 214: LSLA in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 217 Table 215: LSLA in degrees for seat B (Town 8 Country). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 218 Table 216: LSLA in degrees for seat C-F (BMW, thorax support fully forward). ................................................................................................................. 218 Table 217: LSLA in degrees for seat C-R (BMW, thorax support fully rearward). ............................................................................................................... 219 Table 218: LSLA in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 219 Table 219: PLA in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 220 Table 220: PLA in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 220 Table 221: PLA in degrees for seat B (Town 8 Country). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 221 Table 222: PLA in degrees for seat C-F (BMW, thorax support fully forward). ................................................................................................................. 221 Table 223: PLA in degrees for seat C-R (BMW, thorax support fully rearward). ............................................................................................................... 222 Table 224: PLA in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 222 Table 225: Head tilt in degrees for seat A (Tan LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 223 Table 226: Head tilt in degrees for extra BMW. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 223 Table 227: Head tilt in degrees for seat B (Town 8 Country). ,,,,,,,,,,,,,,,,,,,,,,,,,,, 224 Table 228: Head tilt in degrees for seat C-F (BMW, thorax support fully forward). ................................................................................................................. 224 Table 229: Head tilt in degrees for seat C-R (BMW, thorax support fully rearward). ............................................................................................................... 225 Table 230: Head tilt in degrees for seat D (Gray LH). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 225 xxii Figure No. Figure 1: V1 subject Figure 2: C Figure 3: A Flgure 4: A Figure 5: T 11ng e; 1 Flgure 7: A Figure 8; L Figure 9: 1 figure 10; DOSte' Figure 1 1 .- figure 12. URSU: 111) st: LIST OF FIGURES Figure No. Title Page Figure 1: Video-based motion analysis target (a) and targeted test subject (b). ............................................................................................................. 6 Figure 2: Calculating a probed location. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 7 Figure 3: Anatomical planes of the body [55]. ....................................................... 8 Figure 4: Anatomical planes of the body [55]. ....................................................... 8 Figure 5: The Frankfort plane of the head. ............................................................. 8 Figure 6: The elbow joint [80] (a) and the wrist joint [81] (b). ,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 9 Figure 7: Anatomy of the (a) knee joint [34] and the (b) femur [82]. ,,,,,,,,,,,,,,,, 10 Figure 8: Landmarks of the ankle and foot [36]. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 11 Figure 9: Thorax anatomy; side view (a) [68] and frontal view (b) [23]. ,,,,,,,,,, 11 Figure 10: The vertebrae of the spine, (a) anterior, (b) left lateral, (c) posterior view [24]. ............................................................................................... 12 Figure 11 : Frontal view of the pelvis (a)[10] and side view (b) [37]. ,,,,,,,,,,,,,,,,, 13 Figure 12: The pelvis and lumbar spine when (a) standing; (b) sitting relaxed, unsupported in the middle position; (c) sitting erect, unsupported in the middle position; (d) sitting in the anterior posture; (d) sitting in the 905191101 posture [21]. ............................................................ 14 Figure 13: Effect of hamstring tension on pelvis positioning and lumbar curvature [21]. ....................................................................................................... 15 Figure 14: SAE tools. a) 2-D drafting template and b) 3-D manikin [1]. ,,,,,,,,, 22 Figure 15: Incompatibility between seats with lumbar supports and the J826 manikin. ........................................................................................................ 23 Figure 16: UMTRI mid-male body contour [55]. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 29 Figure 17: JOHN 2—D computer model [52]. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 30 Figure 18: a) 3-D John skeletal model [52] and b) sketch of muscles xxiii modeled as ‘ Figure 19: Bust '. skin contou'. Figure 20: JANE. Figure 21: SAE cr Figure 22: La'oO'E Figure 23: ASPEl manikin. -------- Figure 24: JOHrN Figure 25'. Seat 1 Figure 26: Seat Figure 27: Seat Figure 28: Seat '0 Figure 29: Lum r1.“ Figure 30: Tee l:lgure 31 : Sta Figure 32'. Ba angle frgr F191” e 33'. Se 01? and lo modeled as elliPSOidS [52]. ........................................................... OOOOOOOOOOOOOOOOOOOOOO Figure 19: Bush [52] 2-D template, (a), and 3-D JOHN back muscles and skin contour, (b) and (c). ............................................................... Figure 20: JANE, JOHN, and JERRY skin contours [58]. ,,,,,,,,,,,, Figure 21: SAE computer model positioned in BAC computer model [49]..... Figure 22: Laboratory BAC with force plates [76]. ,,,,,,,,,,,,,,,,,,,,,,,,, Figure 23: ASPECT manikin (a) computer model [50] and (b) physical manikin. ............................................................................................ Figure 24: JOHN model [78] and RAMSIS [18]. ,,,,,,,,,,,,,,,,,,,,,,,,,,,, Figure 25: Seat A. the Tan LH. .......................................................... Figure 26: Seat 8, the Chrysler Town 8 Country. ......................... ooooooooooooooooooooooo Figure 27: Seat C, the BMW 7 Series, (c) thorax support fully rearward, (d) thorax support fully forward. ................................................. Figure 28: Seat D, the modified LH by JCl. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, ooooooooooooooooooooooo Figure 29: Lumbar mechanism in gray LH seat, a) lumbar “off”, b) lumbar “on. ooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo Figure 30: Test buck dimensions. ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Figure 31 : Standing heights of all test subjects (without shoes) Figure 32: Ratio between J826 manikin back angle reading and recline angle from seat targets. ............................................................... Figure 33: Seat B (Chrysler Town 8 Country) midline contours off and lumbar on. ooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo for lumbar Figure 34: Seat C (BMW) midline contour for lumbar off and lumbar on. ,,,,,,, Figure 35: Seat D (Gray LH) midline contour for lumbar off and lumbar on___ Figure 36: Measurements of internal lumbar mechanism of seat D ,,,,,,,,,,,,,,,,, Figure 37: Standing heights of all test subjects (without shoes) xxiv 30 31 32 34 34 36 38 38 39 4O 4O 41 44 45 46 48 49 52 Figure 38: Te Figure 39: Cr since-e. Figure401 Fir Figure 41; 8 Figure 42: T; Fierrre 43:3 . steerrng Figure 44: R Figure 45: E Figure 45; g Flgure 47; E F 39'“ e 48; P V9C10r5 F3939 49: E Figure 50, F Hglile 51; 1 ram 52 c Fig“ e 53: [ Figure 54; j Figure 55: )1 COOrC'I ,. FEM 57: | De{iris ( Figdfe 58' | Figure 38: Test subject weights without shoes ...................................................... Figure 39: Contour program developed by TecMath and example silhouettes .............................................................................................................. Figure 40: Reference hard seat dimensions .......................................................... Figure 41 : Reference hard seat and targeted subject. ........................................ Figure 42: Targeted subject in test buck. ............................................................... Figure 43: a) Test buck set up. b) Vision task. c) Dashboard and steering wheel. ...................................................................................................... Figure 44: Rotation of test buck to align with lab coordinates ,,,,,,,,,,,,,,,,,,,,,,,,,,, Figure 45: Elbow angle definition ............................................................................ Figure 46: Definition of arm splay angle ................................................................ Figure 47: Estimated locations of pelvis landmarks (top view) Figure 48: Pelvis coordinate system (solid arrows) with intermediate VGCiOTS (dashed arrows) and targets [10] ....................................................... Figure 49: Estimation of the right HJC from seat trial data ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Figure 50: Pelvis angle definition .............................................................................. Figure 51 : Thorax angle definition ............................................................................ Figure 52: Openness angle definition ..................................................................... Figure 53: Definition of knee angle .......................................................................... Figure 54: Knee Splay angle ...................................................................................... Figure 55: Ankle and shoe angles ............................................................................ Figure 56: Sagittal view of the lower lumbar joint location in the pelvis coordinate system ................................................................................................ Figure 57: Location of the lower lumbar joint with respect to the HJC and pelvis coordinate system .................................................................................... Figure 58: Locations of lower neck and upper lumbar joints ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, XXV 52 54 55 57 58 59 60 62 63 64 66 67 69 69 7O 71 71 72 73 74 76 Figure 59: Estimated locations of the lower neck and upper lumbar joints [17] ................................................................................................................ Figure 60: Estimation of the lower neck and upper lumbar joints ..................... Figure 61 : Spinal link angles ..................................................................................... Figure 62: Definition of body recline angle ............................................................. Figure 63: Total lumbar curvature ............................................................................ Figure 64: Possible test conditions .......................................................................... Figure 65: Offset between J826 H-point and subject HJC ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Figure 66: Example of variation in elbow angles between subject groups; (a) subject TM01, (b) subject TM14, (c) subject TM17 ________________________________ Figure 67: Variation in thorax angles due to subject anthropometry; (a) subject TM03, (b) subject TM14, (c) subject TM17 ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Figure 68: Subject TM26 in the BMW seat (thorax forward); (a) initial position, (b) increased recline to accommodate upper thorax position" Figure 692Test subject positioning in the BMW; (a) subject TM08, (b) subject TM22 ................................................................................................... Figure 70: Comparison between human and manikin response to a seat ,,,,,, Figure 71: Standing anthropometric measurements. (a) trochanteric height, (b) bispinous breadth, (c) chest depth, (d) waist circumference, (e) hip breadth, (f) forearm-hand length. ............................ Figure 72: Standing anthropometric measurements, (a) foot breadth, (b) chest breadth Figure 73: Seated anthropometric measurements, (a) biacromial breadth, (b) hip breadth, (0) C7, T12, and S1 heights ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Figure 74: Seated anthropometric measurements, (a) heights of the shoulder, head, and knee, (b) leg lengths, (c) ankle height, (d) forearm circumference, (e) and (f) head dimensions ,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Figure 75: Targeting of Seat A (Tan LH). ............................................................... xxvi 76 78 79 80 81 82 97 109 124 130 135 138 153 154 154 155 157 Figure 76: Targeting of Seat B (Chrysler Town 8 Country) 157 . ooooooooooooooooooooooooooooooo Figure 77: Targeting of Seat C (BMW 7 Series) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 158 Figure 78: Targeting of Seat D (Gray LH) ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 158 xxvii KEY TO ABBREVIATIONS Annexation Term ACos ........................................................................................................................ Arc cosine ASIS ........................................................................................ Anterior Superior lliac Spine ASPECT _____________ Automotive Seat and Package Evaluation and Comparison Tools BRA ........................................................................................................ Body Recline Angle C7 ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Seventh Cervical Vertebrae HJC ................................................................................................................ Hip Joint Center JCI ...................................................................................................... Johnson Controls, Inc. L1 ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, First Lumbar Vertebrae L3 .................................................................................................... Third Lumbar Vertebrae L5 ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Fifth Lumbar Vertebrae LLA ....................................................................................................... Lower Lumbar Angle LLJ .......................................................................................................... Lower Lumbar Joint LNJ .............................................................................................................. Lower Neck Joint LSLA ............................................................................................. Lumbar Spine Link Angle LSP ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Lumbar Support Prominence PD ......................................................................................................................... Pelvic Depth PH ........................................................................................................................ Pelvic Height PLA ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Pelvic Link Angle PSIS ...................................................................................... Posterior Superior lliac Spine F’W ........................................................................................................................ Pelvic Width SAE ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Society of Automotive Engineers T8 ................................................................................................. Eighth Thoracic Vertebrae T12 ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, Twelfth Thoracic Vertebrae TLC ................................................................................................. Total Lumbar Curvature TSLA .......................................................................................... Thoracic Spine Link Angle ULA ....................................................................................................... Upper Lumbar Angle ULJ ......................................................................................................... Upper Lumbar Joint UMTRl _________________________________ University of Michigan Transportation Research Institute xxviii 1. INTRODUCTION Seats support diverse user groups, ranging from infants in travel seats to peOple who are elderly or disabled. These diverse user groups therefore require diverse designs to appropriately accommodate and support each occupant. Several authors have cited the need for improved seating to reduce stress in the spine and its resulting low back pain [20, 22, 44, 45, 70], reduce pressure sores in the buttocks [19, 70], and improve comfort [19, 79]. The definition of comfort has even been debated and ranges from the lack of discomfort to actually improving the health of the occupant. Due to the various implications, seating is a concern in many markets, including medical [19, 70], airline [19], office [43, 47], and automotive [27, 36, 39, 44, 50, 53, 60]. There has been a renewed interest in seating since the time spent in seated positions has increased drastically due to the proliferation of automobiles and computers, and society has shifted towards white-collar work and longer commuting distances. However, the methods of seat design have lagged behind the demands for improved function and comfort. Until recently, designing seats for comfort was often based solely on subjective measures. Occupants, such as fighter pilots, would point out where the seat was uncomfortable and designers would alter the cushion stiffness in that area, in hopes of improvement [19]. Although this method may have helped that individual, no records were kept for how to reproduce a seat or what factors a given size or user group found important. Tire aura renaming a e: in part by the C0 or the controls. passenger seats ‘rest chair [79). The cont and the Vibrato development of 1011110 that drivi 01308. Aiihorig vibration ~11 w day were more A consistent p lumbar discs ; WES aiiributao 0111 of Shock-a “(Table of su; librational loa: he Spinaj Sires Owing tc tree 1.1 A motiv tin The automotive driver has been described as being physically at rest while maintaining a constant state of alertness [32]. The driver’s posture is controlled in part by the constraints of this task—the feet must be on the pedals, the hands on the controls, and the eyes sustaining the visual demands. The driver and passenger seats have accordingly been referred to as the “work chair” and the “rest chair" [79]. The combination of maintaining a constant position for extended periods and the vibrational environment of an automobile has been implicated in the development of spinal disc degeneration. Epidemiological studies [44, 45] have found that driving increases the likelihood of developing acute herniated lumbar discs. Although there is still some debate over the culprit — poor posture versus vibration - it was apparent that persons that drove cars at some point during the day were more likely to develop this problem than those who did not drive at all. A consistent pattern was also noted between the occurrence of acute prolapsed lumbar discs and the age of the car driven. It was not possible to tell if this trend was attributable to improved biomechanical properties of newer cars or wearing out of shock-absorbing properties in the older cars. In either case, a seat that is capable of supporting a healthy posture may be better suited to handling vibrational loads since improper sitting posture has been implicated in increasing the spinal stress from vibration and road shock [79]. Owing to the fact that posture is highly individualized and difficult to measure, improvements in seating industries, such as automotive, have been relatvely slow TI factors in seat o . has illustrates 3‘ Factors such as '1 improved vehe’e contours have a conforms to per efferent desg' and vibration c another when discomfort, tr. inducing the 1 severe, the rr that were 1hr “919911111 atic Aftho 44. 45, 70]. they play w: d‘is'lgn deci tei‘vi'll'TOiCxI;,3. WESSUTe me and their reig relatively slow to take form. It is the job of the engineer to account for human factors in seat designs; however, research, such as that by Shen and Vertiz [10], has illustrated several reasons why seat studies may not directly help engineers. Factors such as interface pressure and vibration have been reduced due to improved vehicle dynamics and road conditions over the last several years. Seat contours have also been designed to accommodate a generic body shape that conforms to people more closely than previous models. Therefore, when seats of different designs satisfy the basic requirements of minimizing interface pressure and vibration discomfort, it is difficult for these seats to be distinguished from one another when tested for comfort. In the presence of multiple sources of discomfort, the overall feeling of discomfort is determined by the component inducing the highest discomfort. However, when none of these sources are severe, the role of each source on comfort becomes obscure and seat features that were thought to be unimportant may start playing significant roles in the determination of occupant comfort and subsequent seated position. Although it is agreed that seated postures need improvement [19, 20, 22, 44, 45, 70], the lack of acceptance of comfort measures and the unknown role they play with return on investments has lowered the priority of comfort criteria in design decision making. Fortunately, significant improvements in measurement technologies, such as video-based biomechanical analyses, force plates, and pressure mapping, have increased the acceptance of these objective measures and their relation to subjective ratings in comfort assessments [19, 21]. To create ease the 111319” interact with sea: geometry, and n location, controls the vehicle. Uni... human reaction it he created that y. Aiii‘rOugit 3 lonlosis ano ha, to accomplish. it have been 065. Settings and DC is relatively uni It has “or and lumbar 80] cause even QFE d93190911 withc 10 not allow CO angjeI may ca“ aChlell'll-e that r. Stine unsgppor meted by sea: To create computer models that save time and money for prototyping and ease the implementation of design changes, more information about how people interact with seats is needed. Predicting the location of occupants, their geometry, and motion in a car leads to better determination of safety restraint location, controls reach, and visibility — factors that affect the overall operation of the vehicle. Until further studies of the effects of seat and interior features on the human reaction to seats have been conducted and interpreted, software cannot be created that will appropriately imitate the human response. Although it is agreed [10, 70] that the ideal seat would promote lumbar Iordosis and have sufficient adjustments to be comfortable for many people, how to accomplish this goal is still debatable. Several production and prototype seats have been designed to incorporate the current information on individual seat settings and posture; however, the actual response of individuals to these seats is relatively unknown. It has been suggested [58] that people may not use the available backrest and lumbar supports in accordance with the designs. This incorrect use may cause even greater discomfort to the occupant than if the seat had been designed without the lumbar support or other key features. Lumbar supports that do not allow comfortable pelvis rotation, given the subject selected backrest angle, may cause the occupant to shift forward in the seat, consequently achieving that individual’s desired pelvis orientation but leaving the lower lumbar spine unsupported. The purpose of this study was to measure posture as it is affected by seat and interior package factors for a range of subject sizes. The current stuc" in posture 0. posters. a" current study uses a video-based data collection system to examine the changes in posture due to lumbar prominence variations, package settings, hand and leg positions, and size of occupants. Video-be determine the 27" to the human be covered tutti nu" around the circu' smmsmhne the body saga-e orientation with. theretore great: system by Mao Fluure 1' ya . r C in some in «‘ 31938 inS’a t .". 2. BACKGROUND 2.1 Motion Data Acguisition Video-based motion analysis systems are often used in biomechanics to determine the three-dimensional coordinates of retro-reflective targets attached to the human body. The retro-reflective tape used to make these targets is covered with numerous glass beads that reflect the infrared light emitting from around the circumference of each camera lens, refer to Figure 1. Since these systems only measure the target locations, the assumption must be made that the body segments are rigid and the targets maintain a constant relative orientation with respect to the underlying bones. The choice of bony landmarks therefore greatly impacts the reliability of the resulting data. The Qualisys system by MacReflex [55] was used in this study. (a) (b) Figure 1: Video-based motion analysis target (a) and targeted test subject (b). In some cases, targets are not visible to the cameras. A probe was used in these instances to reach the desired location. Point P, shown in Figure 2, was calculated by ’~' the probe- Figure 2: Ca‘. 117‘ 2.2 Anatom 2.2.1 Anatomica The post planes shown rr is the plane tha‘ plane is any yer the body into a1 let 19d at the ii of the may. 11 portions by the tentenine, of ti ltiilve poster lo the trunk of] 10 the 1TUlik. (~31 calculated by tracking the locations of targets A and B and knowing the length of the probe. P A B e e v j W L Figure 2: Calculating a probed location. 2.2 Anatomy 2.2.1 Anatomical Positioning The position and movement of the body are described by the anatomical planes shown in Figure 3. The mid-sagittal plane, or median plane, of the body is the plane that separates the body into the left and right sides [16]. A frontal plane is any vertical plane perpendicular to a sagittal plane. This plane divides the body into anterior and posterior sections, with anterior facing toward or located at the front of the body and posterior facing toward or located at the back of the body. The body is also divided into upper (superior) and lower (inferior) portions by the transverse plane. Medial refers to closer to the median plane, or centerline, of the body and lateral is away from the center of the body. The relative position of the body segments is described by telling which part is closer to the trunk of the body or to a major joint. Proximal refers to a part that is closer to the trunk, with distal being further away. lFi'aors‘ iShOGZC Sagittal Midline Superior Frontal Plane A 1 Lateral "(E1— Medial Anterior { tI Right Left 6\ ;. $ I Inferior Posterior Distal /4 Proximal Transverse L . Plane F 7 Figure 3: Anatomical planes of the body [67]. 2.2.2 The Head The Frankfort plane of the head is defined as a plane through the infraorbitale landmark of the eye and the tragion landmarks of the ears as shown in Figure 4 below. The head is often considered level when the Frankfort plane is horizontal. Frankfort Plane Figure 4: The Frankfort plane of the head. 2.2.3 Th 9 enSurer the sub; 11591.1 80 the sub 1281810: E W0urd t The test 2.2.3 The Upper Extremities When targeting the body, care must be used in target location selection to ensure visibility to multiple cameras and not affect the motion or positioning of the subject. For example, when targeting the elbow only the lateral surface was used so as to be visible to the cameras and not have the target knocked off when the subject moved his/her arms. The lateral epicondyle of the humerus was therefore used in this study (refer to Figure 5). Similarly, the wrist was located with the ulnar condyle since this landmark would be visible to the cameras, is easily identified, and of limited interference to the test subject. Humerus / Lateral Epicondyle of the Humerus Olecranon Process of Ulna (tip of Elbow) / Ulnar Condyle of the wrist (b) (a) Figure 5: The elbow joint [25] (a) and the wrist joint [76] (b). 2.2.4 The Lower Extremities In the knee joint, the distal end of the femur has lateral and medial condyles as shown in Figure 6 (a) and (b) below. These condyles are palpable landmarks and can therefore be used as target locations to locate the femur. In either remoral ’5 knocked oft V ‘3‘ Lateral Femoiai Condvie\ Tibia/ Figure 6: Anatr The upo the acetabulurr detail with the r The loca analysis of this With the ball of it of 1001 target wa: visible to the can cases where the internal joint motions are to be examined, three targets would be needed on each bony segment; however, for a simplified sagittal analysis either femoral condyle is sufficient to locate the knee joint. The lateral condyle was chosen for this study to maintain visibility and prevent the target from being knocked off when the subject moved around the test space. Lateral Femoral Head of Condyle\b .- Medial the femur 2‘ ‘~“ Femoral (connects . Condyle to pelvis) , 1;: :/‘I /Fibula Tibia/V " " (a) (b) Figure 6: Anatomy of the (a) knee joint [46] and the (b) femur [26]. The upper head of the femur has a smooth spherical surface that fits into the acetabulum of the pelvis to form the hip joint. This will be discussed in further detail with the pelvis, refer to Figure 6 (b) above for a view of this bone structure. The location of the ankle and foot are also of interest in a biomechanical analysis of this nature. The lateral malleolus is often used to locate the ankle with the ball of foot being used to locate the rest of the foot. For this test the ball of foot target was placed on the lateral side on top of the shoe in order to be visible to the cameras as shown in Figure 7. Figure 7: Lanc 2.2.5 The Thc The an; Comprised oft sternum ,lOitts referred to as . become iusec the Sternum w. often not ViSibr' Cameta View (1 Flrst 91". ebrae 1T1). Lateral Malleolus Ball of Foot " Figure 7: Landmarks of the ankle and foot [3]. 2.2.5 The Thorax The anatomy of the thorax, or ribcage shown below in Figure 8, is comprised of three bony structures: the spine, the ribs, and the sternum. The sternum joins the left and right ribs on the front of the body, with the top portion referred to as the manubrium. The manubrium and the body of the sternum become fused by adulthood [16]. The sternal notch and a point mid-way down the sternum were chosen for this study. The xyphoid was not used since it is often not visible on female subjects. The xyphoid is also typically blocked from camera view during testing, due to the arms in the driver position. The ribcage was also assumed rigid [75]. First Thoracic Vertebrae (T1)\ Sternum figgraal Manubrium “' a of Sternum 1:3:ng 1““ Acromion . Body of Vertebrae of Scapula I Sternum ' Xyphoid Process of I' Sternum (T12) \ . First Lumbar x7233. . .. _ Vertebrae (L1) egg, ., a) (b) Figure 8: Thorax anatomy; side view (a) [62] and frontal view (b) [8]. 11 2.2.6 the Sol-"re The Spit-6 101-071.1)”etv vertebrae tSl -5 between the yen. add to the mob thoracic region it limits motion oil by the connectc sacrum cornp'te: tone. The coo: heed to the sa: Each reg demonstrated '11 Concave towarc thrphotic) thel shown in Figure --\ 'd—KEAL L . Flcure 9; The i 2.2.6 The Spine The spine is typically comprised of seven cervical vertebrae, denoted as (C1 — C7), twelve thoracic (T1 — T12), five lumbar (L1 — L5), and five sacral vertebrae (S1 — 85), as shown in Figure 9 below. In the lumbar region, the discs between the vertebrae are about one-third of the thickness of the vertebrae and add to the mobility of the lumbar spine [16]. The thickness of the discs in the thoracic region is only about one-sixth of the vertebral thickness and significantly limits motion of the thoracic spine. Mobility of the thoracic spine is further limited by the connection of these vertebrae to the ribcage. The fused vertebrae of the sacrum complete the pelvic ring with the two ilia, while the coccyx completes the spine. The coccyx is usually formed from four small bones, fused together and joined to the sacrum. Each region of the vertebral column has a characteristic curvature, demonstrated in Figure 9. When standing, the cervical region is typically concave toward the back, referred to as Iordosis. The thoracic region is convex (kyphotic), the lumbar region is again concave, and the sacrum is convex as shown in Figure 9 (b). ‘ ’ Cervical Vertebrae Thoracic Vertebrae 1' V Lumbar Vertebrae ' gar Sacrum ' i “ Coccyx (a) (b) (C) Figure 9: The vertebrae of the spine, (a) anterior, (b) left lateral, (c) posterior view [73]. 12 2.2.7 The Pen. The pet. of the iliac crest are often used t located and tag in Figure 10 be : Fltitre to: Fro: A third I dimehsionai 31 The first Sacra‘ C9519f iHJC). beeren the le meat. 2.2.7 The Pelvis The pelvis has two bony protrusions (one on each side) at the frontal edge of the iliac crests. These protrusions are the anterior superior iliac spines and are often used to locate the pelvis in biomechanical studies since they are easily located and targeted with minimal privacy invasion to the test subject, as shown in Figure 10 below. Anterior Superior . - lliac Spine (ASIS) 5..., Mi . Posterior 2,; . Superior gt? Iliac Spine ' Pubts (PSIS) Acetabulum v; W Pubic Symphysis lschial Hip Joint Center Tuberosrtres (a) (b) Figure 10: Frontal view of the pelvis (a)[6] and side view (b) [54]. A third point on the pelvis is necessary to determine its position in three- dimensional space. The most commonly used options are the pubic symphysis, the first sacral vertebrae on the back, either ischial tuberosity, or either hip joint center (HJC). As can be seen from Figure 10, the pubic symphysis is the joint between the legs where the front portion of the left and right sides of the pelvis meet. 13 Since us test subject to o between his or the back oi the 1 - excluded from u tenure that press estimated from r study as it car. c idler be d.'scuss hemlslittere w“. 2.3.1 Seared; The she rotation of the trunk in stand; Figure 11(a). l Since use of the pubic symphysis in a biomechanical study requires the test subject to be comfortable with the privacy invasion of placing a probe between his or her legs, it was excluded. Use of the S1 landmark requires that the back of the test subject be visible during testing so this option was also excluded from use. Methods involving locations of either ischial tuberosity [10] require that pressure mat data also is collected and the ischial tuberosity location estimated from peak pressure values. The right HJC was therefore used in this study as it can be estimated from the ASIS and femoral target motion data as will later be discussed. In these cases the acetabulum is assumed to be a hemisphere with the HJC defined as the center of the acetabulum [49]. 2. Th Bi m ch ni s of ittin an Seat Desi n 2.3.1 Seated Posture The shape of the lumbar spine during sitting depends, in part, on the rotation of the pelvis. Lordosis of the spine is usually required to balance the trunk in standing since the sacral endplate is typically inclined forward, refer to Figure 11(a). Radiographic studies [17] have verified that the pelvis rotates rearward and the lumbar spine flattens, relative to normal standing Iordosis, when sitting. u . . 11 ”ex “ N \T ‘: 21:} ’S—-§D\ 1, W: 1‘ (C 101% (a) (b) (C) (d) (6) Figure 11: The pelvis and lumbar spine when (a) standing; (b) sitting relaxed, unsupported in the middle position; (c) sitting erect, unsupported in the middle position; (d) sitting in the anterior posture; (d) sitting in the posterior posture [17]. 14 The turn: thigh and trunk . and the backres. together it the Si higher than the .l As the kr of the pelujsI {0‘ curvature 1361 a . / assert ‘\ A 3 l _... .s‘isi‘ffi? ' '— Figure 12: [17]. r r m _t (I) With the tuberosity is Co hips flexed in if superolateralty 1 covered by skin the ischial tuber Which lies over tr The lumbar spine is easily forced into flexion if the angle between the thigh and trunk is less than 90 degrees [78]. Even if the angle between the seat and the backrest appears large enough, the thigh and trunk may be too close together if the seat is too soft or too low to the floor so that the knees are much higher than the hips. As the knee straightens, the hamstring muscle pulls forward on the bottom of the pelvis, rotating the top of the pelvis rearward and reducing lumbar curvature [36] as shown in Figure 12 below. Figure 12: Effect f hamstring tension on pelvis positioning and lumbar curvature [17]. With the hip in the extended position, such as standing, the ischial tuberosity is covered by the gluteus maximus muscle [79]. However, with the hips flexed in the sitting position, the gluteus maximus muscle slides superolaterally off the ischial tuberosity. The ischial tuberosity is therefore only covered by skin and fat tissues when sitting. Prolonged, localized pressure over the ischial tuberosity may cause inflammation of the ischiogluteal bursa [79], which lies over the sciatic and posterior femoral cutaneous nerves. This 15 condition one conlused W ' gluteal muscle with thick ”TUSC. A prince prolonged SPF-a- intravertebrai dis forward and the The head is the: tension. Upper pelvic tilt, thus 1 upper spine an. In gener individual seat. not only has to must also prov heck. shoulde: and work area considered wt tasks. 23.2 Muscle L Althoug'r idiustabriiry, be condition produces pain over the buttocks and posterior thighs and is easily confused with a herniated disc. Individuals with small ischial tuberosities or thin gluteal musculature or fat will usually develop pain sooner that those individuals with thick musculature, fat, or broad ischial tuberosity surfaces. A principle cause of low back pain is thought to be slouching as it involves prolonged spinal flexion. This posture leads to increased loading on the intravertebral discs and ligaments of the back [48]. The upper torso also rotates forward and the abdominal contents move up into the chest, impairing breathing. The head is then forward of the base of the neck, leading to neck and back tension. Upper trunk posture results from a combination of spinal flexion and pelvic tilt, thus incorrect posture in the lower back can lead to discomfort in the upper spine and neck if a specific vision task is required. In general, posture depends not only on chair design, but also on individual seating habits and the tasks to be performed [17]. The driver’s seat not only has to provide a position for access to vehicle controls and visibility, but must also provide enough support to operate these controls. The position of the neck, shoulders, and upper and lower extremities depend on the specific task and work area location. Therefore, a seat and its associated posture must be considered within the context of the remainder of the vehicle and the required tasks. 2.3.2 Muscle Loading Although anthropometry must be accounted for in terms of seat adjustability, basing a seat design solely on these measures ignores the fact that 16 siting is a dyt.‘ conpounded b, are recorded w . elbows at 90 de loading will occ. 1&8. T9]. Anders abdominal press while loading the measurements t Having tr shoulder musctl muscles in the t tension in the s lschial tuberos’: the upper front 8“91th can at: 2. 3.3 Pressure Pressur Circulation is r interferes with lead 10 cell Che mbeTOSltles are pr essure, sitting is a dynamic activity that influences the comfort of a seat [79]. This error is compounded by the fact that anthropometric measurements (refer to Appendix A) are recorded with the trunk vertical and the angles of the hips, knees, ankles, and elbows at 90 degrees. When the body is not properly supported, static muscle loading will occur as various muscle groups act to maintain or restore stability [48, 79]. Andersson, et al., [2], measured the intradlscal pressure, intra- abdominal pressure, and myoelectric activity of posterior muscles of the back while loading the spine in different fixed postures and found that these measurements all increased when the spinal flexion angle was increased. Having the arms extended fonlvard in front of the body puts tension on the shoulder muscles and may cause the torso to slump forward while straining the muscles in the shoulder and neck area. Proper arm support not only relieves tension in the shoulders and neck but also decreases body weight passed to the ischial tuberosities and helps prevent slumped postures in the upper trunk so that the upper trunk then shifts weight to the backrest [79]. Adding proper foot support can also improve use of the backrest. 2.3.3 Pressure Pressure in the body may restrict blood flow and compress nerves. Circulation is necessary for normal cellular metabolism so any condition which interferes with the circulation that provides nutrients and eliminates wastes may lead to cell changes that cause pain or discomfort [48]. Since the ischial tuberosities are closest to the seat surface they often experience the most pressure. 17 Dmmno subjects contpa balanced seat.r distributed ove: uneven press: tried to main-ta defined as "co examined by l dlstributed an] contortabte s dlSt'ibution. 1 Oleratll seat 0 Pressure of tr 23.4 Sear P5 Leg 3L" backs of the 1 lower '99 is or this onld llite Cllair h. decreaSe in kn the ischial lobe to the Extent the Drummond and co-workers [21] measured pressure distributions of normal subjects compared to clinical patients to determine some characteristics of balanced seating. Normal trunk balance was reflected by equal pressure distributed over the right and left sides, with poor balance recognized as either uneven pressure or a posterior shift in the center of pressure while the individual tried to maintain stability. The pressure distribution of two seats that had been defined as “comfortable” and “uncomfortable” by subjective measures were examined by Park and Kim [53]. It was found that the body pressure was well distributed and symmetrically centered on the ischial tuberosities in the comfortable seat. The uncomfortable seat had an asymmetric pressure distribution. These researchers found a statistically significant relation between overall seat comfort and the pressure of hip and lumbar regions relative to the pressure of the entire cushion. 2.3.4 Seat Pan Leg support is a critical factor in reducing the load on the buttocks and the backs of the thigh [17]. The feet should be supported so that the weight of the lower leg is not sustained by the front part of the thighs resting on the seat, as this would interfere with blood flow in the legs and lead to numbness. Chair height is also important since having the seat too low causes a decrease in knee and hip flexion angles and transfers the weight of the trunk to the ischial tuberosities and flexes the spine towards kyphosis [79]. Having the seat too high (or the seat pan too long) puts pressure on the backs of the thighs to the extent that the occupant tends to slide forward in the seat. This results in 18 irrprc press the s; dzscc nerve DTEVE wth 1 A88 lt‘. [tip ll‘ferr 2.3.5 back lens.- improper use of the backrest, low back pain due to kyphosis, and excessive pressure localized to the gluteal region posterior of the ischial tuberosities and on the sacrum if the posture is maintained long enough [17, 78]. lschemia and discomfort from tissue distortion quickly follows [79]. Should the pressure impinge on the back of the knees, the legs may swell and pressure on the sciatic nerve may cause pain. The seat pan should also be inclined slightly rearward to prevent forward sliding in the seat and keep the occupant’s back in full contact with the backrest. The horizontal seat belt strap is designed to be positioned on or below the ASIS of the pelvis [79]. Slouching or a cushion that is too soft can produce slack in the belt and a high probability that the seat belt will end up across the occupant’s abdomen. In a crash, this positioning could result in serious or fatal internal injuries. 2. 3.5 Lumbar Support and Backrest Inclination It has been found that an appropriate backrest angle lowers stress on the back, which can be further reduced by the addition of a lumbar support [17]. Conversely, changes in backrest inclination can shift a lumbar support along the lumbar spine so much that it may no longer be in the lumbar region at all. As long as the lumbar support is somewhere within the lumbar region, the precise location was found to be of little importance in this study. However, in driving, upper sacral support is critical to help stabilize the pele and lumbosacral joint [79]. Appropriate backrest recline and lumbar support can reduce spinal stress from road shock and vibration by distributing 19 loads and 179‘ posture (refer sacrum and ill support and P for the saCrUlT requirement. buttocks may occupant wou support in a c A myor paraspinal or. interaction be experimental and vertically angle through on 12 back on has found to l backwards fro in seat pan jnc alites, the El.‘ ionrtrtoted Signals my C 1 e' c , m and llapezyi loads and preventing the coccyx from bearing weight, as it would in a kyphotic posture (refer to Figure 11 (e)). It has been suggested [79] that the upper sacrum and the posterior iliac crests must contact the backrest for appropriate support and positioning. An open or recessed space below the lumbar support for the sacrum and buttocks is therefore necessary to meet this contact requirement. Lumbar support designs that do not allow extra space for the buttocks may position the occupant further forward on the seat. As a result, the occupant would be too far forward from the headrest to receive suitable head support in a collision. A myoelectric analysis performed by Hosea and co-workers [32] on paraspinal musculature associated with automotive driving revealed a complex interaction between the thoracic and lumbar regions of the back. An experimental driver’s seat with a lumbar support that adjusted both horizontally and vertically was used while forcing the subject to maintain a constant knee angle throughout all test positions. Electromyography (EMG) data was collected on 12 back muscle groups during the 3.5 hours of driving. Minimum EMG activity was found to occur with the backrest angled between 120 and 130 degrees backwards from a forward horizontal for all regions examined. Although changes in seat pan inclination were not found to have any significant affect on joint angles, the EMG signals showed lower activity when the angle was increased from 14 to 19 degrees. Various levels of lumbar support gave minimum EMG signals with cervical and thoracic regions having minimums at 3 cm, lumbar at 5 cm and trapezius at 7 cm of lumbar support. 20 ll oackres lt‘iaintair E Althoug part of t lOWEF be contact Will“. poc It has also been recommended [79] that passengers use a slightly greater backrest recline than drivers. Since it is not necessary for passengers to maintain alertness, they should take advantage of a more relaxed posture. Some seats have been designed with a moveable upper thorax support. Although this may bring the headrest closer, a forward inclination of the upper part of the backrest tends to push on the upper trunk and shoulders, causing the lower back to move away from the backrest and have difficulty maintaining contact with the lumbar support. Kyphosis of the lumbar spine would then result with poor pressure distribution over the seat and backrest. 2.4 Seating Tools Development 2.4.1 Early Seating Tools The Society of Automotive Engineers (SAE) originally intended the 2-D drafting template and 3-D manikin (SAE J826 H-point machine) shown in Figures 13(a) and 13(b), respectively, to be used for occupant accommodation in vehicle interiors [64] and not as measures or indications of seating comfort. However, due to the lack of more appropriate tools, these SAE devices are often employed to represent human geometry during seat design. Usage of these devices in this manner can result in a failing seat design for two main reasons. First, these devices were built to represent the body dimensions of only one size group of people — medium stature and medium weight males with various leg lengths — thus ignoring the influence on posture of different physiques. Secondly, these manikins do not have a sufficient number of torso articulations to interact with a 21 seat surface a occupant in tt forward step: Flgive-13; manikin 1 measure have be the Dim: accom. seat surface and therefore they do not represent the positioning of a human occupant in that seat. When used for seat designing, the flat lumbar regions and forward sloping torsos result in seats that promote slumped postures. (a) (b) Figure 13: SAE tools. a) 2-D drafting template and b) 3-D manikin [64]. Seats designed with a contoured back or lumbar support rotate the SAE manikin forward, as shown in Figure 14 (a) below, precluding the necessary measurements required to meet industry standards. Therefore a seat that may have been comfortable fails to meet industry specifications and may never reach the production stage. The incompatibility region of Figure 14 (b) must be accounted for if a manikin such as J826 is to be used for seat design and inspection. 22 l'. \\ CO" ‘. ‘~ sear l shat Figure 14: Incor‘. 2.4.2 Time Effe: Seatpos the Universrty o 66). Although 2 conditions, date the presence 0" Wachsle Subjects were i siting and aga' seat. Ratings r after four hours on the basis of Common seat hape //7 Common human model Incompatibility (a) (b) Figure 14: Incompatibility between seats with lumbar supports and the J826 manikin. 2.4.2 Time Effects Seat positions that were selected pre- and post-driving were examined by the University of Michigan Transportation Research Institute (UMTRI) [59, 60, 66]. Although a small difference was found between pre and post-driving conditions, data suggested that this difference was due to other factors such as the presence of a seat belt and the initial position of the seat. Wachsler and Learner [74] investigated the ratings of seating comfort. Subjects were asked to rate the comfort of several seats after five minutes of sitting and again after every hour for as long as the subject could tolerate the seat. Ratings made after five minutes were essentially the same as those made after four hours of sitting, allowing prediction of fairly long-term effects of sitting on the basis of a short time sample. 23 2.4.3 Textile Influences Affects of seat covering materials on the position of the occupant have been examined by Hur and Park [39], who experimentally surveyed 408 people on their preferences of seat coverings and evaluated these textiles. Of those surveyed, 145 preferred leather, and 135 preferred woven fabrics, with the rest preferring pile knits and other unlisted fabrics. Of those ranking leather the highest, many did so due to the fact that they associated it with luxury, with the second reason being softness. Woven fabrics were chosen mostly for softness. When temperature tests were performed, in which each textile was placed in contact with a copper plate set at body temperature, only slight differences of less than 2 degrees were found. A sweat test was also performed to examine water vapor transmission and air permeability. Woven fabrics had the fastest water vapor diffusion and were a close second to pile knits for airflow. However, it was determined that these factors would only come into play in a hot and humid environment, therefore not a test issue in a laboratory environment of relatively constant temperature. 2.4.4 Seat Factors Seat factors are those parameters of seats that influence occupant posture by affecting spinal curvature, torso posture, and position of the hip joint center. Experimental conditions for measuring these factors were examined by Michigan State University [35] and used to select a broad range of seats for the current study. The back angle, cushion angle, and H-point location can be found 24 from the existing [mortant in desr seat and the ver identified two or! or lumbar promi point along the anntre lumbar promrne prominence the to be related to mechanism ma prominence bu support was th relatively stable then the back i maintain conta areas and lack greater lumbar Mflhgmba Reed, e GESbboard, ste. influence or lurr simulation test, from the existing J826 manikin. Additional seat factors determined to be important in describing the seat pan were the H-point deflection relative to the seat and the vertical stiffness under the H-point and knee axes. This study also identified two other factors necessary for describing the seat back— the amount of lumbar prominence and the location of the lumbar prominence above the H- point along the back angle. From their automotive seating study, Shen and Vertiz [71] found that a lumbar prominence of 20 mm was favored. The preference of less lumbar prominence than expected from Andersson’s suggested 50 mm [1] was thought to be related to how the prominence is accomplished since using a rigid mechanism may cause discomfort. They found that the subjects liked the lumbar prominence but found the method used to obtain it objectionable. The lumbar support was thought to carry a large amount of torso load and maintain a relatively stable back posture and pelvis. If the lumbar prominence is too great then the back may be pushed forward so far that the rest of the back cannot maintain contact with the seat, leading to uncomfortable pressure in the lumbar areas and lack of support on the other body regions. The authors noted that greater lumbar prominence might be preferred if it is achieved through soft padding and a flexible lumbar mechanism. Reed, et al., [59, 60] used a test buck with minivan dimensions, a dashboard, steering wheel, and accelerator and brake pedals to examine the influence of lumbar support on driving posture. Results from a one-hour driver simulation test, using lumbar prominence settings from 0 to 45 mm, revealed that 25 ’l the initial postures measured throughc trials where the tum support was vertrca were pooled roger?" difference betweer tangent to the pos found that a 45 mr corresponding am tend to conform tc difficulties in esta! suggested that EU lumbar support e‘. was determined t data suggested tl aWOaCh the ave Support, Pressur inhibit rearward 1 resulting hamsgm heights would Ca Shift forward an a When the lUllear the initial postures chosen by the test subjects were very similar to postures measured throughout the hour. No significant differences were found between trials where the lumbar support was fixed versus those cases where the lumbar support was vertically adjustable, or between subject size groupings, so all data were pooled together. Lumbar prominence was defined as the maximum difference between the curved lumbar region of the seat and a reference line tangent to the posterior curves of the buttocks and thorax. These researchers found that a 45 mm lumbar prominence did not result in a posture with a corresponding amount of Iordosis, suggesting that the test subject’s back did not tend to conform to the seat. The small change in subject back contours, and difficulties in establishing consistent reference lines for a seated subject, suggested that lumbar Iordosis and back contour may not be good measures of lumbar support effectiveness. The relative orientation of the pelvis and thorax was determined to be the more appropriate method. The authors thought their data suggested that the average seated lumbar Iordosis for drivers would not approach the average standing Iordosis, even with a well designed lumbar support. Pressure mat data suggested that the test seat did not substantially inhibit rearward thorax rotation. Accounting for the effect of knee angle and resulting hamstring tension on pelvis orientation, it was assumed that lower seat heights would cause even less lumbar Iordosis. The hip joint center was found to shift fonrvard an average of 11.4 mm and upward an average of 3 mm in the seat when the lumbar prominence was at its peak compared to a flat backed seat. 26 McNally [5' prominence in at; instructed to sit w positively correla‘ relative orientate body segments n correlation. This .' of the thorax and Feeds study pro Produce more d g body shape mjsrr flexion. Thereforl ShOUid be examin The idea 1) and Thorax, insto a ,4 u Bio”let‘vll'irlicall y I Hubbard [33]. Th: McNally [50] performed a study on mid-sized males to determine if lumbar prominence in automotive seats affects posture. In this study the subjects were instructed to sit with their pelvis fully into the seat. It was found that posture was positively correlated to lumbar prominence if the parameter considered was the relative orientation of body segments to each other. However, orientations of body segments relative to arbitrary directions, such as vertical, did not exhibit this correlation. This agrees with the findings of Reed [59] that the relative orientation of the thorax and pelvis should be the parameter for measuring spinal posture. Reed’s study prompted his statement that a highly prominent, firm support may produce more discomfort as a result of pressure concentration due to seat and body shape mismatch than would be eliminated by reductions in seated spine flexion. Therefore, alternative methods of producing seated lumbar Iordosis should be examined. The idea that spinal curvature can be achieved by positioning the pelvis and thorax, instead of the lumbar region, was demonstrated with the creation of a Biomechanically Articulating Chair (BAC), prototyped for seating research by Hubbard [33]. This seat was equipped with thigh, pelvic, lumbar, and thoracic segments that articulate with the occupant, with the thorax and pelvis supports having a one-to-one counter-rotation. Experimental studies using this seat in the automotive environment will be discussed in the following sections. For further information on this concept applied to the office environment the reader is referred to Bush, at al., [84]. 27 2.4.5 Package Packer previously mr type. will cha Pelvis oriente and vision ta interior but n been used if armrests me 2530 fierce upper back . 2'4-6 Hllma The surface Cas Shin Contog Cleateo [0 , However, if b0dy Shape 2.4.5 Package Factors Package factors refer to interior components of seat placement [35]. As previously mentioned in Reed’s work [59], seat height, which varies by vehicle type, will change the occupants posture due to the change in knee angle and pelvis orientation from hamstring tension. Package factors also include reach and vision tasks, although these are usually considered when designing the interior but not the seat. Seat height and steering wheel-to-pedal distances have been used to predict driver selected fore-aft positions [27] if Proper usage of armrests may also play a prominent role since they have been found to reduce 25-30 percent of the pressure under the ischial tuberosities [77] and reduce upper back and neck pain [78]. 2.4.6 Human Models The University of Michigan Transportation Research Institute used seat surface casting and photos of anthropometric landmarks to determine exterior skin contour points for crash dummy development [6769]. Body shapes were created to represent the mid-sized male, large male, and small female. However, the seats used did not have significant lumbar prominences so these body shapes tend to represent slumped postures as shown in Figure 15. 28 Figure 155 L While computer gTE spine was ill anatomical l 69) were use The model i center mobi one counter compared it Contour sur UMTRI'S 5C model: one to specify th horizontal ar. noted that a s Contour. V Figure 15: UMTRI mid-male body contour [67]. N While at Michigan State University, Haas [31, 36] developed a 2-D computer graphics model (JOHN) and a mid-sagittal spinal motion program. The spine was modeled as a chain of links with fixed lengths, therefore fixing the anatomical joint centers of rotation with respect to the vertebra. UMTRI data [67- 69] were used to locate the cervical, thoracic, and lumbar spinal joint centers. The model incorporated a uniform distribution of lumbar rotation, ignoring joint center mobility and sacral motion, with the thorax and pelvis moving in a one-to- one counter-rotation. The length of the lumbar spine was increased by 30 mm compared to the UMTRI data, moving the bottom of the pelvis closer to the body contour surface, giving a more realistic tissue thickness of 20 mm compared to UMTRl’s 50 mm. The following parameters were then needed to position the model: one to specify the total lumbar curvature (TLC, shown in Figure 16), one to specify the torso recline angle (TRA), one for the head tilt (HA), and the horizontal and vertical positions of the hip joint center (HJC) in space. It was noted that a slouched posture is required for the JOHN model to fit into the SAE COHtOUf. 29 Hb bone 16; JC The wet with legs. She. his moc‘el. 91 added to rear ”(bib Theg. Uwymmpm Similar to lhe amounted f, incl"dried, lhr Skull Cervical Spine TRA [87 t Thorax > Lumbar S ine >\ P TLC HJC \fi } Pelvis Figure 16: JOHN 20 computer model [36]. The work of Haas was continued by Boughner [9] to make a 30 model with legs, shoulders, and arms. A motion program was also created to articulate this model, given parameters that define TLC, TRA, and HA. Ellipsoids were added to represent the muscle groups of the legs and buttocks (refer to Figure 17(b)). These ellipsoids were chosen to represent the underlying contours of the body and provide an easily scalable method of maintaining muscle volume similar to the body. The effect of hamstring tightness on knee and hip angle was accounted for by limiting the lengths of the muscles. Although tendons were included, they were modeled as straight lines, so extreme postures were not Gluteal Muscle ‘ Hamstring Muscle Calf Muscle realistically portrayed. Quadriceps Muscle (b) Figure 17: a) 3-D John skeletal model [36] and b) sketch of muscles modeled as elli soids [36]. p 30 A 2-0 1 JOHN comp. were also ad torso at disc: sized male Lr contact. Figure 18 COlllour, (l Fri replesen' "lUScle a DlOgram ‘ Sagftial p; WES alSo E all if d‘aee; A 2-D template was developed by Bush [11, 36] to represent the 20 JOHN computer model, refer to Figure 18. A vertebral column and back muscles were also added to JOHN 3-D with skin generated to cover the backside of the torso at discrete TLC increments. The skin contours represented an average- sized male in a seated posture with deformed soft tissue due to seat-body contact. (a) (b) (C) Figure 18: Bush [36] 2-D template, (a), and 3-D JOHN back muscles and skin contour, (b) and (0). Frost [28] reconfigured the JOHN model to be more anatomically representative of an average-sized adult male skin contour while retaining the muscle and bone definition noted in Bush’s model. A contour articulation program was created so that the external skin contour could be articulated in the sagittal plane to match the underlying musculo-skeletal systems. This program was also expanded to include the contours of both the small adult female (JANE) and large adult male (JERRY), shown in Figure 19. 31 l 1!} it Figure 19: ll Gedra len mid-sizer legions of th T12‘) supper thorax guppy were compa necessarily FUrtl CO"lllllier n ”Omit/ping he manikir pl0ducyy0n ; Comp'dler if such as lhe SUppon may Figure 19: JANE, JOHN, and JERRY skin contours [34]. Gedraitis [29, 34] studied the postures of the thorax relative to the pelvis in ten mid-sized males who were placed in a test seat that could support various regions of the torso. Positions included a straight back, upper thorax (T6 and T12) support, lower seat back support (S1 and L3), or both the upper and lower thorax support. Findings showed that the subjects could attain postures that were compatible with the JOHN models, but the patterns of motion were not necessarily coupled as in JOHN. Further development followed when Ekern [23] created 20 kinetic computer models of the SAE J826 manikin and JOHN, refer to Figure 20. Before prototyping is done, this JOHN model can be used by a seat designer to predict the manikin’s position in a seat. JOHN was used to compare a current production seat designed with SAE tools to an articulating prototype seat (BAC computer model). The results of this effort demonstrated that an adjustable seat, such as the BAC [33], can support a greater variety of postures and that a lumbar support may not be as effective as supporting both the torso and pelvis separately [24]. 32 Figure 20: J0. 2.4.7 Curran; The A. (ASPECT) Dr to develop a! Was prototy; mid-sized m Mb“) lref loci and the Loar Figgre 21) behmd anc Cohen dart WElgfityng l Figure 20: JOHN computer model positioned in BAC computer model [24]. 2.4.7 Current Seating Tools The Automotive Seat and Package Evaluation and Comparison Tools (ASPECT) program was an SAE funded joint venture between MSU and UMTRI to develop an improved three-dimensional testing manikin [4, 5]. This manikin was prototyped with four segments (thorax, lumbar, pelvis, and thigh) to mimic a midnsized male’s shape, size, weight, and movement [4]. Although the ASPECT manikin (refer to Figure 22 (b)) has this capability, it is still a post-construction tool and therefore not as useful in seat design as a computer model. Load cells were placed in the laboratory version of the BAC seat (refer to Figure 21) to measure the threecimensional forces that support the thighs, behind and below the pelvis, and the thorax [14]. This seat could then be used to collect data for computer models and to match the prototype ASPECT manikin’s weighting to that of a mid-sized male. 33 Figure 21: La Bush] of mid-sized loads on the subtracted tr does no] ba- data of a pp °l he heel SuSilleSteo‘ in Figure 2 ”Egg haVE Fights 22: AS Figure 21 : Laboratory BAC with force plates [37]. Bush [12] used the laboratory BAC to measure posture and support forces of mid-sized males at several recline angles and lumbar positions. The average loads on the steering wheel and footplate were converted to mass and subtracted to give the suggested manikin weighting since the ASPECT manikin does not have arms and lower legs. Gregg [30] then compared the experimental data of a prototype ASPECT manikin positioned in the BAC to a computer model of the ASPECT manikin positioned in a model of the BAC in order to validate the suggested manikin weighting. The ASPECT manikin computer model is shown in Figure 22 (a). The forces under the pelvis were the focus of this study since these have the greatest influence on the H-point. (a) (b) Figure 22: ASPECT manikin (a) computer model [30] and (b) physical manikin. 34 7 One oil are all useful c the seat is pro models wear The easiest w to lnCOmOratr would increa While rr‘ainra currently unr library Oi da Shape With [ BAC urgeU s the tee[‘ th'l examined . The C0”libero; One of the largest drawbacks of the physical seating manikins is that they are all useful only after a seat is constructed. Designers need tools to use before the seat is prototyped in order to save time and money. The JOHN computer models were designed for this purpose, but are not considered “user friendly”. The easiest way to handle this drawback while simultaneously adding features is to incorporate the JOHN models into existing industry accepted software. This would increase the model’s range of physiques and add some analysis packages while maintaining the posture/positioning features of JOHN. Studies are currently underway to verify the JOHN contours and increase the back contour library of data so that the contours of the back, buttocks, and thighs will change shape with posture changesLSupport forces between people and the laboratory BAC discussed previously are being measured. The forces and moments under the feet, thighs, buttocks, behind the pelvis and thorax, and at the hands will be examined for software implementation [38]. The author knows of four main human modeling programs currently commercially available; however, each of these models has limited accuracy in predicting human position and posture. RAMSIS by TecMath AG [56] is a 3-D- CAD-Ergonomics tool for the design and analysis of vehicle interiors and work places. The program offers libraries of multi-national anthropometric data, with the option of creating your own manikin dimensions, and tools for vision, comfort, and ergonomics analysis. Jack [40] by Transom also has the above listed features, but detailed information on this manikin’s spinal movement is not available. Use of 3-D animated human manikins is available in the McDonnell 35 Douglas H enables el maintenar environmé database. placemen Ac examine lepi'esertr alternate A combir Figure 2: knomedr FigUle 23 Douglas Human Modeling System (MDHMS) [51] as well; however this program enables electronic simulation/demonstration of assembly, operations, and maintenance in the airline industry and does not pertain to the automotive environment. Although SAFEWORK [65] boasts an advanced anthropometry database, posture prediction, and ergonomic analysis, it is intended for the placement of equipment in a manufacturing environment. Access to a computer manikin such as RAMSIS enables the user to examine numerous body types, unlike the J826 and ASPECT manikins that only represent the mid-sized male. Computer analysis also allows the designer to alternate between seat designs relatively quickly in order to make comparisons. A combination of the two programs capabilities discussed, and shown below in Figure 23, would produce the best tool for seat designers, given the current knowledge of seating biomechanics. Figure 23: JOHN model [42] and RAMSIS [56]. 36 3. EXPERIMENTAL METHODS — SEAT FACTORS 3.1 Testing Protocol The following describes the seats selected for this study and the measurements recorded. For further information on characteristics of these seats refer to Bogard [7]. 3. 1. 1 Seat Factors {:l'je automotive seats used in this study were chosen to represent a broad range of seat factors as identified by MSU in the ASPECT program [35], since characteristics of some of these seats, such as seat pan stiffness and lumbar prominence, had already been measuredlehe H-point and correlations between the targets on the seats (refer to Appendix B for target locations) and the manikin backrest recline angle were measured using a standard J826 manikin [41] and two prototype ASPECT manikins [4] per the corresponding manuals. The centerline contour was traced with a probe (refer to Figure 2) to produce a cross- sectional view of each seat back, with the lumbar supports set to the full on and off positions for these measurements. 3.1.2 Seats [Both the armrests and headrests were removed from the seats to prevent blocking the camera views of the targets in subject testing and to limit the variables affecting the subject’s chosen posturesfitqll of the seats were mounted [I and built up on separate baseboards to attain thespecified H-point heights (H30) fl and cushion angles (L27). x“; 37 Seat A, a tan leather covered Chrysler LH manufactured by Johnson Controls, Inc. (JCI) had an adjustable paddle-type lumbar support. This seat back had a recline range, as measured with the J826 manikin, of 0 to 65 degrees reanrvards from vertical. Refer to Figure 24. Figure 24: Seat A, the tan LH. The Chrysler Town and Country, seat B shown in Figure 25, was finished with a gray cloth. This seat also had a paddle-type adjustable lumbar support. The Town and Country was the only true van seat used for this study. This seat back had a recline range, as measured with the J826 manikin, of 22 to 68 degrees reanrvards from vertical. Figure 25: Seat B, the Chrysler Town & Country. 38 The BMW 7 Series seat, seat C shown in Figure 26, was covered in beige leather with an adjustable bladder lumbar support. The seat back recline ranged from 0 to 70 degrees rearward from vertical as measured with the J826 manikin. The lumbar support height was set to the middle position and then disabled from further adjustment. Since the BMW seat also had an adjustable upper thorax segment, testing on this seat was completed in two positions: with the upper thorax full rearward and full fonrvard, Figure 26 (c) and (d). All manikin measurements for this seat were taken only with the thorax support in the full rearward position since the manikins could not be appropriately placed with their backs against the seat when the thorax support was full forward. (a) (b) (C) (d) Figure 26: Seat C, the BMW 7 Series, (c) thorax support fully reanrvard, (d) thorax support fully forward. The prototype seat, a modified LH by JCI, seat D is shown in Figure 27, was covered in gray leather and had an adjustable lumbar mechanism shown in Figure 8 below. The seat back recline ranged from 12 to 76 degrees rearward from vertical as measured by the J826 manikin. 39 try 395 Figure 27: Seat D, the modified LH by JCl. a) b) Figure 28: Lumbar mechanism in gray LH seat, a) lumbar “off”, b) lumbar “on.” 3.1.3 Test Buck To match the coordinate system commonly used in the automotive industry, the coordinate system used in this experiment was set with the z-axis pointing upwards, the x-axis posterior, and the y-axis lateral to the right of the test buck, refer to Figure 29. A flat motor track on the baseboard was used, instead of the angled motor of the seat, to keep the seat height (H30) constant 40 when the subject adjusted the seat; An extra spacer board was placed under / each seat for the van package. Refer to Tables 1 and 2 for buck dimensions. ’ ' Zlab %— xlab \.,\ Yiab WA H1 7 --~v i1 ;‘ V L53 Figure 29: Test buck dimensions. # Package A Package B mm mm mm mm on measurements. 41 \_..\~_\_\—s\ Table 2: Subject preferred parameters. Dimension Description SAE # H-point to Toebar L53 Backrest Angle L40 The Michigan State University Biomechanical Design Research Laboratory (MSU-BDRL) was used to obtain the data for this study. Test buck dimensions were calculated from targets on the test buck to verify these package dimensions. @e the subject was allowed to choose the horizontal positioning of the seat, the front half of the buck was moved closer to the seat for the petite females to account for the short range of motion of the base board motorf‘, 3.1.4 Test Buck Calibration Data files were collected at various seat back recline angles on each seat to correlate the angles of the SAE manikin to those of the seat targets. The H- point axis of the SAE manikin was targeted for inclusion in Qualisys data collection, along with the torso, as shown in Figure 30. The manikin torso data were used to compare seat back inclinations, while the H-point axis was recorded to determine the actual H30 dimensions. @ualisys data were also is collected on the H-point height of the MSU prototypeHASPECT manikin in each seat, with lumbar prominence measures collected using both the MSU (version 3) and the JCI (version 5) ASPECT prototypes. Measurements of the H-point height and lumbar prominence were taken from those data sets where the seat backrest recline was set at 24 degrees, as measured by the J826 manikin. 42 Figure 30: J826 SAE manikin measurements of the test buck and seats. 43 4. SEAT RESULTS 4.1 Seat A (Tan LH) Probe data of the undeflected midline contours for seat A (Tan production LH) showed a very limited difference from lumbar off to lumbar on. Since this slight difference occurred along the entire back of the seat, it could have been from aligning the probe slightly off-center of the midline where the fabric is sewn. The lumbar support of this seat was kept in the "off" position during subject testing due to the negligible difference in lumbar prominence settings, as can be observed from the side view image shown below in Figure 31. The averages of each manikin reading are given in Table 3. Tan LH Mdline Contours ------- Contour - Lumbar Off, 1 “’56 Pan Front ’ I I Pan Rear "‘ I Recline To l I Recline Bo om l-l ' g Contour - Lumbar On 72 '2 8 0 .- N #4:} f 356} ~\ -700 -600 -500 -400 -300 -200 -100 0 100 X Coordinates Figure 31 : Seat A (Tan LH) midline contours for lumbar off and lumbar on. 44 Table 3: Actual seat A 0' an LH) manikin measurements: Dimension Description SAE # Actual Positions (Sedan*) J826 MSU JCI ASPECT ASPECT Seat (manikin H-point) Height H30 262 mm 239 mm Cushion Angle L27 13° 18° 18° Lumbar Prominence (off/on) -- 13 / mm 12 / 16 mm *van package added 95 mm to H30 A correlation was formed for each seat between the seat back recline angle given by the Qualisys targets on that seat and the J826 manikin in order to determine the expected manikin reading from the subject target data during testing. The seat back recline correlation between the J826 manikin and the Qualisys targets for seat A (Tan LH) is shown in equation 4.1. ’a r y/ 6J826Mam'kin = 130 ' 6Qualisys — 4°80 ' (4.1 ) l The manikin seat back recline reading and the angle formed by the seat targets did not have a one-to-one ratio due to the difference in pivot points as shown in Figure 32 below. g“ frin- u. may. no» s 33‘?! J‘E" JW‘tfizv‘sgt Figure 32: Ratio between J826 manikin back angle reading and recline angle from seat targets. 45 Figurr lumba int tililtnM $1 1.1,. bro. mmmn a n. Poo SCLWQ U ,rs... . I Q 6 ‘ 4.2 t B Town n unt The contour difference caused by turning on the lumbar support of seat B (Town & Country) is shown in Figure 33. The average manikin readings are given in Table 4. Chrysler Town & Country Midline Contours ------- Contour - Lumbar Off l u Pan Front I Pan Rear ‘4 I Recline Top I Reline Bottom l_. _-_, 8 __ Contour - Lumbar On l E 753 a i — I N a r \ . W 459—— I I -700 -600 -500 -400 -300 -200 -100 0 100 XCoordinates Figure 33: Seat B (Chrysler Town & Country) midline contours for lumbar off and lumbar on. Table 4: Actual seat B manikin measurements: Dimension Description SAE # Actual Position (Sedan*) J826 MSU JCI ASPECT ASPECT Seat (manikin H-point) Height H30 274 mm 263 mm Cushion Angle L27 13° 18° 20° Lumbar Prominence (off/on) 9.5 / 18.5 mm 15 / 23 mm *van package added 95 mm to H30 The seat back recline correlation between the J826 manikin and the Qualisys targets for seat B (Town & Country) is shown in equation 4.2. 6.] 826Manikin 2 139 ° gQuaIisys _ 14°80 46 (4-2) .4.._ W8 the be? lit 2.0. F bach nevi 4.3 Seat 9 (BMW 7 Series) Seat C (BMW 7 Series) had a very large difference in lumbar prominence between the lumbar fully on and fully off positions. When the lumbar prominence was at its fullest, the lower portion of the backrest fabric also pulled away from the seat pan to form more of a recess in the buttocks region, shown in Figure 34 below. 7 _ ------- Contour- Lumbar Off I Pan Front I Pan “Rear I Recline To I Reline Bot cm 0 geatLo Upper Thorax o eatLO _Contourwe Lumbar raxOn ‘ BMW 7 Series Mdline Cont 9L5 Z Coordinates “Tin: -700 -600 -500 -400 -300 -200 -100 0 100 X Coordinates Figure 34: Seat C (BMW) midline contour for lumbar off and lumbar on. These measurements were recorded with the upper thorax support of the backrest in the rearward position so as not to interfere with the manikin as previously mentioned, refer to page 39. Manikin readings are given in Table 5. Table 5: Actual seat C manikin measurements: Dimension Description SAE # Actual Position (Sedan*) J826 MSU ASPECT JCI ASPECT Seat (manikin H-point) Height H30 273 mm 260 mm --- Cushion Angle L27 13° 15° 150 Lumbar Prominence @ff/on) 13 / maximum 7 / 25.5 mm *van package added 95 mm to H30 47 QL The seat back recline correlation between the J826 manikin and the Qualisys targets for seat C (BMW) is shown in equation 4.3. 6J826Manikin : 135 ' gQualisys — 2'20 (4-3) 4.4 Seat D (Gray LH) Seat D (Gray LH) always had a large prominence in the lumbar region with only a small difference at the top of the lumbar bulge between the fully on and off lumbar support positions (refer to Figure 35). The manikin readings are given below in Table 6. Gray LH Mdline Contours ------- Contour - Lumbar Offl 1 Pan Front l ‘— Pan Rear Recline Top l Recline Bottom l— Contour - Lumbar On! i: . fin— U -700 -600 -500 -400 -300 -200 -100 0 100 X Coordinates Z Coordinates Figure 35: Seat D (Gray LH) midline contour for lumbar off and lumbar on. Below are the dimensions of the lumbar support mechanism of seat D shown previously in Figure 28. It was expected that this mechanism would produce a larger change in lumbar prominence than shown in the previous 48 cont the f fabri not v Lum'c J83oly contour. However, the lack of differences in contours may be due to the fact that the fabric was taught enough to conceal changes in lumbar support under the fabric, therefore not revealing significant contour differences when the seat was not weighted. Lumbar on '75mm. 3" 150 mm top to \. bottom Lumbar off 35mm ’\ \ A 165 mm top to bottom V Figure 36: Measurements of internal lumbar mechanism of seat D. Table 6: Actual seat D manikin measurements: Dimension Description SAE # Actual Position (Sedan*) J826 MSU ASPECT JCI ASPECT Seat (manikin H-point) Height H30 268 mm 258 mm Cushion Angle L27 13° 15° 14° Lumbar Prominence (off/on) 22.5 / maximum 17.5 / 23.5 mm *van package added 95 mm to H30 The seat back recline correlation between the J826 manikin and the Qualisys targets for seat D (Gray LH) is shown in equation 4.4. 6J826Mam'kin = 127 ° 6Qualisys _ 3 - 10 49 0“" x .‘thkr ' j 1 5. EXPERIMENTAL METHODS — SUBJECT TESTING 5.1 Testing Protocol This protocol was developed with the assistance of Ron Roe of Anthrodynamics [63] and Hartmut Speyer of TecMath to address the affects of lumbar prominence on posture in automotive seats. Each test subject was allowed to choose the horizontal fore/aft position of the seat and the seat back recline angle for each lumbar prominence setting so that he/she was in the most comfortable position possible. Package factors addressed in this study included seat height, hand position, foot position, and vision task. As stated earlier, variations in seat height were accomplished through two vehicle package settings, sedan and van. Two hand positions were tested to represent both the driver and passenger postures, one trial with the subject holding the steering wheel in the ten and two o’clock positions and the other with the subject’s hands resting on his/her lap. Both feet were placed on a toebar for the driver trials, similar to using pedals, and flat on the horizontal footplate for the passenger trials. A dashboard from an Oldsmobile sedan was used for this setup (refer to Figure 43). However, it was necessary to cut the dashboard in half with only the driver’s side used for testing since the complete dash was difficult to make stable or allow room for camera placement. Since using a TV would cause a glare and interfere with the Qualisys cameras, the vision task was simplified to focusing on an eye level poster of a road. Both the driver and passenger positions were tested since it has been suggested [47] that the postural constraints of driving may require that the driver’s seat has greater 50 E... \lT \i \L E SE \ \W\ \\ physical support and contouring than the passenger’s seat. However, it should be noted that all of the seats used in this study were intended for the driver. I,“ I 5.1. 1 Test Subjects Test subject selection was based on NATICK [52] groupings as shown in Tables 7 and 8 below. These criteria were chosen to represent the full spectrum of the adult population. Groupings included petite, light females, petite, ample females, medium height and weight females and males, tall, light males, and tall, heavy males. Table 7: Anthropometric groups (30 subjects total). Stature Weight 5’” W 95'” 5‘ 5 Females 5 Males 50m 5 Females & 5 Males 95‘“ 5 Females 5 Males Table 8: Ideal rangs of anthropometric groups. % Stature Weight Females 5 59-61 in./ 150-155 cm 95-115 lbs. /43-52 kg. 50 63-65 in. / 160-165 cm 125-145 lbs. / 57-66 kg. 95 67-69 in. / 170-175 cm 160-180 lbs. / 73-82 kg.__ Males 5 63-65 in. / 160-165 cm 125—145 lbs. / 56-66 kg._ 50 68-70 in. / 172-177 cm 160-180 lbs. / 73-82 kg.__ 95 72—74 in. / 182-189 cm 205-225 lbs. / 93-102 kg_._ Testing was performed in accordance with the University Committee on Research Involving Human Subjects under lRB# 99399, approved consent forms were fully explained to and signed by each subject prior to testing. The figures and table below show the spread in anthropometric measurements for all individuals tested. 51 Subject Heights - Standing 25224272 IIIIIIII "2.2/gig??? lllllll' ”gig/g??? Illlllll ”fig/giggly. llll'lll gig/gig Q) 9 «6" «$3! 9 ‘b 49 of” % «*5 Subject ID ’9 ’3’ 6‘ IS“ 6“ 6“ «“9“ ’\ «es Figure 37: Standing heights of all test subjects (without shoes). Subject Weights gig???» IIIIIII lllllll «gig Illllll 110 IM,95,5 50.50IM.50.50 I F,5,S IF M, 95,95 'm F,S,95 l 100 90 80 70 - 60 - 0 _ 0 0 0 0 0 :55 £903 '5 Q) Qt (I, ’\ 6‘s 9 «‘9 t ID 0 'b ‘2) .e‘ as" e" Subjec N or ’\ sweats Figure 38: Test subject weights without shoes. 52 TA Ase—M. . 4. . ... . .. ..........h .2..- ._ ..... L... ....Z.... . 1 U. ._ :1. L. .s 9...... 1.. rt . .v.;r.n. r, a 3... air... I. I Am AMQTG .. p z... 1. tax... .23: a . ..€..Et§u.1—‘Cfiu. i; . . .1. rl‘;\ Table 9: Test subject anthropometric groups. Population Samples :Subject ID Stature - No Shoes ‘Weight Age In. (mm) Lbs. Yrs. Petite, lightfemales TM01 57.5 (1461) 101 (46) 19 TM02 60.25 (1530) 108 (49) 21 TM03 61 (1549) 114 (52) 19 TM04 61.75 (1568) 104 (47) 19 TM05 61.75 (1568) 112 (51) 22 Average 60.5 (1535) 107.8 (49.0) 20.0 Standard Dir/lam 1.8 (44.8) 5.4 (2.5) 1.3 Medium females TM06 64.5 (1638) 145.5 (66) 21 TM07 64 (1626) 118 (54) 49 TM08 65 (1651) 129 (59) 20 TM09 65 (1651) 131.5 (60) 22 TM10 64.5 (1638) 124.5 (57) 19 Average 64.6 (1641) 129.7 (59.0) 26.3 Standard Deviation 0.4 (10.6) 10.2 (4.6) 12.6 Petite, ample females TM11 62 (1575) 184 (84) 18 TM12 58.75 (1492) 168 (76) 74 TM13 60.5 (1537) 201 (91) 43 TM14 62.5 (1588) 220 (100) 20 TM15 60.25 (1530) 170 (77) 76 Average 60.8 (1544) 188.6 (85.7) 46.4 Standard Deviation 1.5 37.9 22.0 (10.0) 27.9 Tall, light males TM16 73.75 (1873) 139 (63) 19 TM17 72 (1829) 152 (69) 21 TM18 72.75 (1845) 127 (58) 22 TM19 71.5 (1816) 129 59 22 TM20 Not Tested Average 72.5 (1841.5) 136.8 (62.2) 21.3 Standard W 1.0 124.9 11.4 (5.2) 1.4 Medium males TM21 68.25 (1734) 174.5 (79) 44 TM22 68.75 (1746) 184 (84) 24 TM23 68.5 (1740) 168 (76) 28 TM24 67.75 (1721) 172.5 (78) 20 TM25 69.25 (159) 163.5 (74) 21 Average 68.5 (1739.9) 172.5 (78.4) 27.3 Standard Deviation 0.6 (14.2) 7.7 (3.5) 9.9 Tall, heavy males TM26 73.25 (1861) 217 (99) 24 TM27 72.25 (1835) 193 (88) 22 TM28 71.5 (1816) 218 (99) 20 TM29 72.25 (1835) 195 (89) 21 TM30 72 (1829) 207 (94) 24 Average 72.3 (1835.2) 206.0 (93.6) 22.5 Standard Deviation 0.6 (16.2) 11.8 (5.4) 1.9 53 17 5.1.2Anth Ant described anthropon Research by Techla Wearingtl 1r sloooég, This sysl . ‘ DOSlures as beloi ploglap 5.1.2 Anthropometric Data Collection @thropometric measurements that were recorded during testing are described in Appendix A. These measurements were based on a 1988 anthropometric survey of US. Army personnel by the US. Army Natick Research, Development, and Engineering Center [52] combined with those used by TecMath for virtual manikin buildi@ Measurements were taken with subjects wearing thin, tight-fitting clothing. FT he contour system developed by TecMath [57] was adopted to gather silhouett/es so an appropriate anthropometric analysis could later be conducted. This system records a black and white computer image of each subject in three postures against a known and calibrated background space, as shown in Figure 39 below. The subject’s outlines were then imported into TecMath’s RContour program to build an appropriately sized virtual manikin of that test subject; Figure 39: Contour program developed by TecMath and example silhouettes. 54 (h 5.1.3 Motion Data Collection A wooden laboratory seat, shown in Figure 40, with an opening in the back, was used to collect reference data of Qualisys marker locations along the spine since these locations were not accessible once the subject was in the automotive seats. This hard seat had approximately the same seat pan and seat back orientation as the automotive seat setup. The subject was seated with the back of the pelvis and lower spine against the seat so that his or her flat lumbar spine could be used as a reference position for JOHN measurements of lumbar curvature as previously discussed. The subject’s head was oriented with the Frankfort plane nearly horizontal, by means of aligning the appropriate landmarks with a level, when the reference seat data were collected. The subject’s feet were placed on a flat block at a comfortable distance and close to the sagittal plane of the body. The reference seat gives a J826 manikin cushion angle of 10 degrees and a manikin back angle of 24 degrees. 23° 580 mm \/ Q91 mm (\ 500 mm 225 mm Figure 40: Reference hard seat dimensions. 55 Once anthropometric measurements were taken, the subject was targeted and tested in Seat A (tan LH), Seat B (Town & Country), Seat C (BMW with thorax fully forward and then fully rearward), and Seat D (Gray LH)? Targets were applied while the subject was seated in order to reduce errors-from skin movementi‘yrlieach seat the subject was tested in both the sedan and van seat heightsWith the lumbar support in the fully on and the fully off positiofisL—Each of these cases was then alternated between driver and passenger, for a total of eight conditions per seat/Ls Each test subject was allowed to sit in a preferred position with respect tolseat horizontal position and backrest recline angle. The subject was only allowed to adjust the steering wheel tilt if the wheel was too close to his or her thighs to be comfortable.(Both of the subject’s feet were ./7 placed on the toe bar during the driver condition since a sagittally symmetric ° ‘ analysis was used for this study. Occasionally, one of the petite females could not reach the toebar comfortaéy so a wooden block was placed in front of the toebar so the subject could achieve comfortable leg positions. Advice was not given to the subject regarding placement of the buttocks in the seat or choice of backrest recline angle, since the objective was to have the subject in his or her preferred position. However, to discourage severely slouched postures the initial position of the seat was with the backrest fully upright and the seat adjusted too close to the steering wheel and toebar. The test subject was asked to scoot forward in the seat, away from the backrest, while lumbar adjustments were made to help ensure that adjustments in posture were made between trialfiince the test conditions were static, only one second 56 ‘ r: '— ’ 'ullh .tt.‘ - .-.; r , .r-.- .,.|- o - I , ". II \‘F'l‘ip“,.- h-i .' " '2 . .u- ‘ "3 , Vb}. '- " ' w .«rmmmnr‘ new: .- , and Lo.- /////////////ll.ela>l of data, collected at 12 Hz, was necessa?y.\,The test conditions were randomized so that half of the subjects started with the lumbar support in the off position, and the other half in the on position. Testing also alternated between the sedan and van packages. The order in which the seats were selected was randomized. 5.1.4 Targeting Setup Target locations used in the reference hard seat files are listed in Table 10 and shown in Figure 41 below. T Right C Shoulder 112 Left and L1 Right ASIS L3 Right Ankle Mid-PSI “ Hard ' Right Ball seat front ,, of Foot and rear (left side) - Figure 41 : Reference hard seat and targeted subject. 57 J .r ,.I_.~ y,,., . y“! I Vs " a “i... ,.:I ' y. $9111.15”: r- ‘ ‘..u-" . at: '5' _ ..' . g, ‘l. giants-n “9.4 mil?- -. n3r.\P;J-'u‘\‘~";” . —- e‘ . . I come. I." allgh as Ll as sl landl Lab! Figure 4: The automotive seats were also targeted to calculate the seat back recline angle and horizontal position of the seat relative to other package factors, such as L53, of each trial. Various bony landmarks of the test subject were targeted as shown in Figure 42 and Table 11 below. The importance of these particular landmarks has been discussed. Table 11: Target locations for seat testigrL Reference Seat Test Subject Seat Pan Front and Rear Sternal Notch Recline Top and Bottom Mid—Sternum Right Toe Bar C7 Buck Front and Rear Left ASIS and Right ASIS Buck Top Mid-Thigh Right Knee (Lateral Femoral Epicondyle) Right Ankle (Lateral Maleolous) Right Ball of Foot Right Shoulder (Acromion Process) Right Elbow (Humeral Lateral Condyle) Right Wrist (Ulnar Condyle) Left Head (Temple) and Right Head (Temple) Forehead (1 cm above Glabella) R'ght Head Forehead Wrist C7 Sternal Notch Right / Mid Shoulder K Sternum Elbow Right and Left ASIS Right Thigh Recline Top Right Knee and Bottom E . Right Seat Pan Front ,/ ".;';r...;:fi;.e;esa.iise3 BOF and Rear Buck Top Buck Rear Buck Front Right Ankle T°° Bar Figure 42: Targeted subject in test buck. 58 Fl Si [.0" The photographs below show the entire set up of the test buck . (a) (b) (C) Figure 43: a) Test buck set up in van condition. b) Vision task. c) Dashboard and steering wheel. 5.2 Calculations The main goal of this analysis was to measure how postures are affected by seat a/nd package factors. To accomplish this goal, the relative orientation of the pelvis and thorax were examined. A point on the pelvis (the hip joint center as discussed on page 13) was included to locate the person in the seat. Information on the lumbar curvature, and orientations of the head, legs, and arms were also included to provide a complete analysis. 59 5279mm 8a: align the ) mamane immear lesl buck ammo system, Figure Positio was Cr Positio 5. 2. 1 Rotation to Sagittal Plane Before calculations were performed, targets on the test buck were used to align the X-axis of the buck with that of the calibrated lab space so that all data maintained a common reference point and orientation. The targets on the buck frame, and those on the hard seat of the referencefiles, formed the X-axis of the D a". a test buc with the positive direction pointing reanward-gllt was assumed that the targets on the calibration structure were level, within the error of the collection system, so that only a rotation about the vertical Z-axis was necessary. A Zlab Xbuck \ ‘\ ‘\ -9 r \\ s X - - Iab‘ +iy X Ylab buck Figure 44: Rotation of test buck to align with lab coordinates. Position vectors will be noted with the use of an “.’R’ The x-axis of the test buck was created to point positive posterior using equation 5.1. RauckJea, is the position vector of the rear target on the buck in the buck coordinate system. RBuck _ rear - RBuck _ front (51 ) X Buck = RBuck__rear/ Buck_ front = R R Buck_rear _ Buck_ front Reference files were rotated with the above method, except the front and rear targets of the buck/were reversed since the subject was facing the opposite i 60 line Mn 0de Refs direction to view the spine in those trials. In the following equations, ACos will be used in place of arc cosine. The angles used to align the data are defined in equations 5.2 and 5.3. YLab is a unit vector for the y axis of the lab coordinate system. Xguct< and XHardSeat are unit vectors for the x axes of the buck and hard seat. 6M8" = 90° — ACos(YLab -X3uck) (5.2) 6A,... =180"—(90"-ACos(Y‘L..-XH...S...)) (5.3) The position vectors of each target were then rotated to align them with the lab coordinate system from the calibration structure. The origin was also moved so that all points were relative to a common reference point, the rear buck target, refer to equation 5.4. R' is a modified position vector. With R being the original position vector to each target. CosBAlign Sing/mg" 0 R’= —Sin6A,ig,, CosBAh-gn 0.12 (5-4) 0 o 1 Cos 6A,,” Sin 6A,,” 0 _ — Sin HAlign COS BAIign 0 ' RBuck _rear 0 O 1 5.2.2 Head Tilt Head tilt was defined as the sagittal plane angle between horizontal and a line from the temple target to the forehead target. The angle that was calculated from these targets in the reference file was subtracted from the seat trials in order to reference the head tilt target angle to the Frankfort plane orientation, Refer to Figure 4. 61 5.2.3 Elbow Angles For the driver positions, the elbow angle was calculated as the angle between the segments of the arm as in Figure 45 below, using the definition of the dot product of the relative vectors for each segment. RShoulder/Elbow is a vector from the elbow target to the shoulder target. 6Elb = ACOS[ RShoulder/ Elbow ° RWrist/ Elbow ] ow lRShoulder/ Elbowl ° IRWrist / Elbowl RShoulder/Elbow " ' RWrist/Elbow Figure 45: Elbow angle definition. The splay angle for the arms was determined by rotating the plane formed by the wrist, the elbow, and the shoulder around a vector from the shoulder to the wrist until the arm plane was vertical. Then the normal vector to the arm plane was given by equation 5.6. . _ RWMIbow X RShouIder/ Elbow (5.6) "Arm " R R l Wrist/ Elbow X Shoulder/Elbow The normal to the vertical plane with the shoulder and wrist was defined by equation 5.7. RZ__Buck X RShoulder/Wrist (5.7) fiVerticaI = 7 RZ _Buck X RShoulder / Wrist 62 The angle between these normal vectors of each plane gives the angle between the planes, referred to as the splay angle shown in Figure 46. 6AnnSplay = ACOS(fiArm ° fiVerticaI ) (5.8) Figure 46: Definition of arm splay angle. 5.2.4 Hip Joint Center The right and left anterior superior iliac spines (ASIS), the midpoint of the posterior superior iliac spines (PSIS), and the knee targets were used to calculate the right hip joint center (HJC) from these target locations and the anthropometric measurements of the pelvis. Since the subject was allowed to sit in a preferred position, the location of the buttocks needed to be related to the seat pan to determine the subject’s location in the seat. A comparison was therefore made between a target on the seat and the HJC of the test subjects. Because this offset varies by seat and lumbar positioning, a relation between human HJC location and seat factors will later be examined to determine if this relation is predictable. The right hip joint center was calculated from the knee and ASIS targets as follows. The pelvis coordinate system and resulting right HJC location were 63 defined from the reference files when the subject was in the wooden seat. The distances between the right knee and the right HJC and the right ASIS and right HJC were then calculated to later locate the HJC in the seat trials. For the sake of clarity, vectors in the pelvis coordinate system are denoted by lowercase letters (r) while vectors in the laboratory coordinate system are in uppercase (R). The target and estimated tissue thickness (LExtemal) were first accounted for to get a closer match to Marchinda’s study [49] on defleshed cadavers. Tissue thickness was estimated as 8mm [5], with approximately an inch added to account for heavier subjects. The thickness of the target backing, shown in Figure 1(a), also had to be accounted for; giving a distance from the target center to the underlying bony landmark defined in equation 5.9. Sphere Thickness 2 Since the reference files contained target data for both the front and back of the pelvis, these data could be used to estimate the defleshed location of the pelvis targets. The above length was subtracted towards the center of the body beginning with a vector from the right ASIS to midway between the left and right PSlS landmarks (refer to Figure 47). RR' hr = RmidPSIS - RRASIS (5.10) 18 lRmidPSIS - RRASISI Lexternal Rright Right ASIS \ Mid-PSIS Lexternal Rmid Left ASIS Lextemal Rlett Figure 47: Estimated locations of pelvis landmarks (top view). 64 Then the estimated location of the right ASIS bony landmark was: RASIS Actual = RRASIS + LExternaI ' RRight (51 1) Using the same method, the estimated location of the left ASIS was therefore: RmidPS/S — RLASIS (5.12) lRmidPSIS " RLASISI LASISActuaI = RLASIS + LExternaI . The estimated location of the actual PSlS landmark was taken from both of the ASIS target locations. ~ “ (RRight " RLefl) (5-13) mid : . * ‘RRight _ RLeftl The actual location of the midPSlS landmark was estimated by equation 5.14. A ”1de 515 Actual = RmidPSIS + LExternal 'Rmtd (514) Using the new pelvis landmark locations, the y-axis (positive medial from the right to the center of the pelvis) of the pelvis coordinate system with the origin at the right ASIS was then defined, with respect to buck coordinates, by the ASIS targets as follows (refer to Figure 48). _ RLASIS — RRASIS (5.15) y Pelvis '" IRLASIS _ RRASISI The vector from the right ASIS (origin of pelvis coordinate system) to midway between the right and left ASIS was given by equation 5.16. R , - R 5.16 RmidASIS/PSIS = (1312,4515 + MS S 2 RASIS )‘RPSIS ( ) Crossing the vector from the PSlS midpoint to the ASIS midpoint into the y-axis then formed the z-axis of the pelvis. The resulting z-axis was then positive inferior. 2P1 . ___ yPeris meiglASIS/PSIS (5.17) e VIS A I)’ Pelvis X RmidASIS /PSIS 65 Finally, crossing the y and z-axes to form a right-handed coordinate system, with the x-axis positive posterior formed the x-axis of the pelvis. x Pelvis = y Pelvis x Z Pelvis (5.18) The resulting pelvis coordinate system, along with intermediate vectors and target locations, is shown below in Figure 48. mid-PSIS Figure 48: Pelvis coordinate system (solid arrows) with intermediate vectors (dashed arrows) and targets [6]. The method of estimating the right HJC, developed by Marchinda, et al., [49], was adopted for this study. This method uses the measured pelvic width (PW), pelvic height (PH), and pelvic depth (PD), refer to Appendix A, to locate the HJC in the pelvis coordinate system. The right HJC is located posterior, medial, and inferior to the right ASIS, as shown above in Figure 48. In the pelvis coordinate system the HJC was located according to equation 5.19. O.34*PD (5-19) rHJC = 0.14*PW O.79*PH 66 The HJC in the pelvis coordinate system was then transformed to the buck coordinate system. F xPelvis __i y Pelvis _i Z Pelvis _i T (5-20) RHJC = xPeris_j yPeris_j ZPeris_j °rHJC +RRASIS _xPelvis _k y Pelvis_k ZPezvis_kj It was assumed that the legs remained in relatively the same position with the pelvis between the reference hard seat and the automotive seats. Therefore the reference sagittal (x-z) dimensions between the right ASIS, right knee and right HJC could be used to estimate the location of the right HJC in the automotive seats [15]. Refer to Figure 49 below for the following calculations. ' ' h Right ASIS LFemur ---------- :g-XKIElg-tfge: & ---------- - ’’’’ A ’ 'XBuck ," GHK ,,,,, l ”’ LPMWS/ ””””” I 1’ r x’ I x, I" ”””” LSeatTrial I ”’a ,' GRK ’’’’’ V x ”' HJC" Figure 49: Estimation of the right HJC from seat trial data. The length of the leg and the pelvis height using the target locations from the reference file are given in equation 5.21 and 5.22. LFemur = IRWC " RKneelXZ (5.21) LPelvis = |ch " RRASISIXZ (5.22) The length from the right ASIS target to the knee target during the seat trials was defined as follows. LSeatT rial = IRRASIS —RKnee|XZ (5.23) 67 The above three known lengths were then used to calculate the location of the HJC during the seat trials in the following manner. Equation 5.24 defines the resulting HJC angle between the right ASIS and the right knee. 2 2 2 6101515 K =ACOs LSea’Tn'al— Femur— Pelvis (524) _ nee — 2LFemurLPelvis The angle between the right HJC and knee was also required, refer to Figure 48. 2 2 2 HHJC K : ACOS LFemur - LSeatTrial — LPBIViS (5.25) _ nee — 2 LSeatT rial LPelvis To get the estimated HJC location in the buck coordinate system, the X-Z coordinates of a unit vector from the right ASIS to the right knee were rotated by GHK about the y axis. This was done using a distance equal to the pelvis length, with the right ASIS as a reference point. HJC): ___ _.[COS(_6HK) Sin(—6HK)]. RKnee/RASIS_X (5-26) HJC, “9"" —Sin(— BHK) Cos(-— eHK) RKnee/RASIS_Z Although this estimation was performed sagittally, a y-coordinate was desired to create a full 3-D picture for visualization purposes. The y location of the HJC was therefore estimated from the two ASIS landmarks. HJCy = 0.14 - PW - jzpelvis (5.27) Only the right side was estimated since later analysis was conducted under the assumption that the body was sagittally symmetric. Equation 5.28 was used to determine the location of the right HJC in the buck coordinate system. HJCx (5.28) RHJC = RRASIS' H] C y HJC, 68 5.2.5 Pelvis Angle The pelvis angle was calculated as the angle between horizontal and a line connecting the right ASIS and right HJC. gPerisAngIe = QHK + QXK (5.29) The exx angle in equation 5.29 was defined by equation 5.30. ~ R — R 5.30 6XK ___ A COS ZBuck _ ( Knee RASIS ) _900 ( ) I Knee — RRASIS I Figure 50: Pelvis angle definition. 5.2.6 Thorax Angle The thorax angle represents the recline of the ribcage with respect to vertical, with a positive angle being a rearward recline. (RSrernalNotch _ RMidSternum )XZ (5'31 ) — 0 A BThoraxAngIe _ 90 _ ACOS X Buck ' R R I SternalNotch _ MidSternuleZ Figure 51 : Thorax angle definition. 69 5. 2. 7 Openness Angle The thorax and pelvis angles were added together (plus 90 degrees) to determine the position of the thorax relative to the pelvis, refer to Figure 52. This value is based on that used by Bush [13, 14] although the definition of pelvis angle differs due to available targets. A similar calculation will later be explained that focuses on the angles between the estimated internal spinal joints. Figure 52: Openness angle definition. 5.2.8 Knee Angles The knee angle, ankle location relative to HJC, and knee splay angle specified the three-dimensional leg orientation. Although the thigh target could be used in place of the HJC as a backup, this target was not as reliable since it tended to fall off during testing and was subject to excessive tissue movement when the test subject slid into the seat. The knee angle was determined from the dot product between a vector from the knee to the right HJC and from the knee to the ankle. The knee angle is shown below in Figure 53. eKnee = ACOS RIZJC/Knee 'RAnkIe/Knee (5.32) lRIUC / Kneel ° IRAnkIe/Kneel 7O Fig rig Th RHJC/Knee RAnkle/Knee Figure 53: Definition of knee angle. The splay angle of the knee was calculated as the angle that the plane formed by the HJC, knee and ankle targets is rotated (around a line between the right HJC and ankle) until the plane of the leg is vertical. The unit normal to the vertical plane was defined with equation 5.33. RZBuck X RHJC/Ankle (5.33) fiVerticaI = IRZBuck x RHIC/Anldel The resulting splay angle for the leg was defined with equation 5.34. BLegSpIay = ACOS(fiLeg ° fiVertical) (5-34) The knee splay angle is shown below in Figure 54. Vertical plane ___-.r Figure 54: Knee splay angle. 71 5.2.9 l as M The t mlnu 95m Fig 5.2.9 Ankle Angles Two ankle angles were calculated, the first was similar to the knee angle as the angle between the lower leg and the foot. RKnee/ Ankle ' RAnkIe / BaIIOfFoot (5-35) 6Ank1e = ACOS IRKnee/ Anklel ' RAnkle/ BaIIOfFoot The other angle, referred to as the shoe angle, was calculated as the ankle angle minus the reference angle from the flat foot case of the reference files. 6Shoe = {900 ‘ ACOS (2 Buck '(RBaIIOJFoot/Ankle Lemma“ )} (5-36) + {ACOS (2 Buck ° (RBaIIOfFoot / Ankle )HardSeat )— 900 } Ankle Angle - Shoe Angle - 'LI' 52;...zsamxtuamammmm31n; Figure 55: Ankle and shoe angles. 5.2. 10 Lower Lumbar Joint Location The lower lumbar joint (LLJ) location, connecting L5 and S1, was estimated from anthropometric data and target locations similar to that of the hip joint center [49]. In the pelvis coordinate system, the sagittal plane location of the LLJ was given by equation 5.37. 0.399 *PD (5.37) ’11.] = ’ — — 0.432 * PH 72 Lower Lumbar Joint Mid-ASIS ‘/ XPelvis zPeris Hip Joint Center Figure 56: Sagittal view of the lower lumbar jotnt location in the pelvis coordinate system. The above location of the lower lumbar joint in the pelvis coordinate system was then transformed back into the buck coordinate system. )— -! xPeris_i yPelvis_i ZPelvis_i (5'38) RLLJ = xPeris_ j y Pelvis_ j ZPelvis_ j 'rLLJ +RRASIS _xPeris_k yPelvis_k zPelvis_k A The sagittal plane angle between the LLJ and right HJC was defined with equation 5.39 and is shown in Figure 57. (5.39) BLU HJC = ACos RLU ’RRASL‘L.&1C ‘RRASIS — IRLIJ ‘ RRASISI IRHJC ' RRASISI Refer to equation 5.40 for the remaining dimension needed to calculate the LLJ location in the seat trials. LWe,Sp,.,,e = \/(o.3991r>1))2 + (- 0.432PH)2 (5.40) 73 A Y position for the LLJ was estimated only for visualization purposes. Rotating the right HJC to ASIS vector up to the lower lumbar joint by the above theta gives equation 5.41. RlASIS/RASIS (5_41 ) 2 y C05(— BLLl/HJC) Sin(- 6LLI / HJC )](R s ) . HJC/RA IS x2 - Sm (- 91.1.1 /HJC) C05(- BLU/HJC) RLIJ = RRASIS +[ + LLowerSpine[ LLJ ‘ l-LowerSpine 9LLJ HJ XPelvjs ‘ Right ASIS HJC V ZPelvis Figure 57: Location of the lower lumbar joint with respect to the HJC and pelvis coordinate system. 5.2. 1 1 Upper Lumbar and Lower Neck Joint Locations The upper lumbar joint (T12/L1, referred to as ULJ) and lower neck joint (C7fl' 1, referred to as LNJ) locations were also estimated from anthropometric measurements and target locations using methods of the ASPECT [5] program. The ribcage was assumed to be rigid and aligned with the buck coordinate system. 74 in order to account for the thickness of the targets and skin tissues, refer to page 64, this estimated thickness was subtracted by bringing the C7 and sternal notch targets towards each other in both the reference and automotive seat trials. R _ RSternalNotch — RC 7 (5.42) CheSt — R R I SternalNotch — C 7I The new location of the C7 landmark was therefore defined by equation 5.43. C7Actual : RC7 + LExternalRChest (5 43) Equation 5.44 gives the new location of the sternal notch landmark. StemalNOtCh/tctual = RSternalNotch — LExternalRChest (5-44) The T8 and T12 locations of the reference file were assumed to be in the sagittal plane of the body so a rotation of 90 degrees about the y-axis towards the negative x-axis could be used to move these targets perpendicularly towards the center of the body. The rotated thorax vector was then defined by equation 5.45. . [ Cos(90°) sm(9o°fl[ R78 — Rm J (5.45) RThorax : —Sin(900) Cos 90° IRTg-anl The T8 new location was given by equation 5.46. T8Actual = RT 8 + LExternaIRThorax (5-46) The new T12 location was given by equation 5.47. T12Actua1 = RT12 + LExternalRflrorax (5-47) 75 Lower Neck Joint Sternal C7 Notch Upper Lumbar Joint Figure 58: Locations of lower neck and upper lumbar joints. T8 Lower Neck Joint U PPer 0-55 LCh 80 I Sternal T12 @ Lumbar Notch Joint C7 0-52 LChest Figure 59: Estimated locations of the lower neck and upper lumbar joints [17]. For both seat and reference trials, using the estimated actual landmark locations, the lower neck joint (LNJ) was then calculated for the automotive seat trials. LChest = IRSternaINotch — ROI,z (5.48) The new unit vector through the chest was defined by equation 5.49. RC}: = RSternngotch - RC 7 (5'49) 851 IRSternaINotch ‘ RC7I x, 76 The location of the lower neck joint was given by equation 5.50. RLNJ : RC7 + [RSternalNotch —RC7 ) (5-50) 2 V . Cos(- 8") Sin - 8" ~ + 0.55 ° LCheer- Sin (_ 8 0 ) COS%_ 803] ' (RChest )xz Like the HJC, the upper lumbar joint location had to be estimated from a combination of the reference file data and the seat trial chest targets. From reference files, the unit vector through the ribcage was given by equation 5.51. 1 ca e g IRrs—anl x2 Rotating 94 degrees towards the front of the body [5]. F Cos(— 940) 0 Sin (— 940 )- \ (5.52) RULJ / T 12 = 052 ° LChest O 1 O ' Rffibcage \_— Sin(—- 940) o Cos(— 940) ) Equation 5.53 gives the location of the ULJ in the reference files using the estimated defleshed targets. RULI = R112 + Row/r12 (5.53) The thorax length and angle with respect to the upper chest targets were assumed to remain constant since, for the purposes of this study, the ribcage was assumed to be rigid. As shown in Figure 60 below, the length of the thorax and the angle between the thorax and chest landmarks from the reference files were defined with equations 5.54 and 5.55. LThorax = IRULJ — RLNJ I xz (5.54) _ R .. (5.55) BChest = ACOS RUU LNJ ' RChest I U ‘RLNJI x2 77 The unit vector through the chest and thorax were again calculated in the seat trials. R3271 t : RSternalNotch _ RC 7 (5'56) es IRSternalNotch — RC7I xz 1?, = C05(‘ germ) Si" (‘ 6Chest) . ~ (557) Thorax — Sin (- 0Chest) COS (— 6Chest ) C1165! The y coordinate of the ULJ was estimated as the average of the LNJ and LLJ y-coordinates for visualization purposes. The location of the ULJ in the seat trials was given by equation 5.58. RULJ = RLNJ + LThorax ° RThorax (5°58) LNJ Sternal Notch Figure 60: Estimation of the lower neck and upper lumbar joints. 5.2. 12 Spinal Link Angles The link between the lower neck joint and the upper lumbar joint was referenced to vertical and referred to as the thoracic spine link angle (TSLA). The link between the upper lumbar joint and the lower lumbar joint was 78 relere Final refere Figur. Lori nec UDp. 'Umt Fig referenced to vertical and referred to as the lumbar spine link angle (LSLA). Finally, the link between the lower lumbar joint and the right hip joint center was referenced to vertical and referred to as the pelvic link angle (PLA) as shown in Figure 61 below. 9731A = 900 T ACOS(RLNJ/ULJ ' X Buck ) (5-59) 6LSLA = 900 T ACOS(RULJ/LLJ 'X Buck ) (5-60) 6PM = 900 T AC0S(RLLJ/HIC 'XBuck) (5-61) TSLA Lower neck joint Upper lumbar joint Lower lumbar joint Right HJC Figure 61: Spinal link angles. 79 5.2. 13 Body Recline Angle Body recline angle (BRA) is the angle between vertical and a line connecting the sternal notch and the ASIS midpoint. 9312.4 = 900 _ A Cos RSternaINotch —Rmic_1ASIS , X3 k (5.62) no IRSternalNotch - RmidASISI Sternal Notch ”“93 ‘ \ zBuck V Mid-ASIS XBuck‘ Figure 62: Definition of body recline angle. 5.2.14 Total Lumbar Curvature The total lumbar curvature (TLC) was calculated as the difference between the sum of the upper lumbar (ULA) and lower lumbar angles (LLA) in the flat back reference seat posture to that chosen by the subject in the automotive seats. This angle is similar to the aforementioned openness angle that was used to examine the relative orientations of the thorax and pelvis. As the posture of the individual in the automotive seat opens more and becomes 80 erect, compared to that individual’s posture in the reference seat, this value would increase. Lower neck joint Upper a]. .; :5 lumbar joint {3:35.11 Lower lumbar joint Right HJC Figure 63: Total lumbar curvature. For the upper and lower lumbar angles, the angle was taken as positive if the lower link was more in the positive X-direction than the upper link, as shown in Figure 63 above. QULA = ACOS(RLNJ/UIJ 'RULJ/LLJ) (5-53) 6LLA = ACOS(RUlJ/LLJ 'RLLJ/HJC) (5-54) The total lumbar curvature for the seat trial was therefore: 6TLC = (QULA 1' HLLA )HardSeat T (QULA + 9LLA )Seatrn'az (5.65) 81 6. SUBJECT TESTING RESULTS Figure 64 shows the possible test conditions as discussed on page 49. Since 72 files for each of the 29 subjects were collected, producing a total of 2088 data files, the results were summarized and only statistical tests are presented here. Examples of numerical values, averaged by anthropometric groups, are listed for discussion purposes, with all averages and standard I Town & Country (B) I Lumbar Off """ deviations tabulated in Appendix C. Driver Lumbar On Each . BMW (thorax forward) (C-F) I ...... subject BMW (thorax rearward) (C-R)—I ______ Gray LH (D) Figure 64: Possible test conditions. The abbreviations listed in Table 12 will be used when presenting and discussing the results. T p. 5 The SigmaStat program [72] was used for statistical testing. ANOVA tests i ."\.\ were chosen to first examine the data groupings for normal distributions and ‘51“ equal variances. :' A one-way repeated measures analysis of variance (RM- ANOVA) test was used to examine differences within anthropometric groupings since this test compares differences within a subject. The same test was used to verify that there were no differences between repeated trials. Although no differences were found in comparisons between repeated trials, all data were treated as distinct measurements for the remaining comparisons. Cases that did not have a normal distribution were analyzed with the repeated measures ANOVA on Ranks; however, this situation was rare. The confidence level was 95% (alpha equal to 0.05).\ For the majority of cases, data groups were \ compared with a Tukey Test once the RM-ANOVA test was completed} \ Differences between anthropometric groupings were examinedjsing'a one-way analysis of variance (ANOVA) test. Again, all data sets were treated as distinct measurements. Cases that were found to not have a normal distribution were examined with the ANOVA on Ranks test. The confidence level was 95% (alpha equal to 0.05). All six anthropometric groups listed above in Table 12 were compared against each other. The results of this study have been grouped into the following sections: seat settings, extremities, body angles, spinal link angles, head position, procedural effects on subject positioning, and application to computer modeling. 83 6.1 el S t P sitions Recall that the test subjects were allowed to choose the recline angle of the backrest and the fore/aft position of the seat. Parameters related to these settings were therefore examined to determine if the settings chosen across subjects and seat scenarios were similar. 6. 1. 1 Seat Back Angle Results of statistical testing between anthropometric groupings for the subject selected seat back angle (SBA) are shown below in Tables 13 through 17. A total of eight (four for the Tan LH) comparisons were possible for each seat when all cases (sedan, lumbar on, driver, etc.) were summed. Instances in which at least half of the comparisons had statistically significant differences have been shaded. For example, in Table 13 the comparison between tail, light males (M, 95, 5) and tall, heavy males (M, 95, 95) revealed that three of the four conditions had statistically significant differences in SBA between these groups. Table 13: Occurrences of statistically significant differences in SBA for the Tan LH seat size four ble in each T T Table 14: Occurrences of statistically significant differences in SBA for the Town & Country seat by size roups ei ht possible in each roup). Totals for Town & F, 50, 50 F, 5, 95 T M, 95, 5 M, 50, 50 M, 95, 95 Country Seat F, 5, 5 1 0 0 F 50 50 0 0 F, 5, 95 0 M, 95, 5 M, 50, 50 0 1 O 0 NOOON 84 Table 15: Occurrences of statistically significant differences in SBA for the BMW seat (thorax fonivard) by size groups (eightpossible in each group). Totals for the BMW F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat (thorax forward) F, 5, 5 0 0 0 0 3 F, 50, 50 0 0 0 1 F, 5, 95 0 0 1 M, 95, 5 O 3 M, 50, 50 o Table 16: Occurrences of statistically significant differences in SBA for the BMW seat (thorax rearward) bi size goups (eight ossible in each group). Totals for the BMW seat (thorax rearward) F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F, 5,5 0 O F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 O 0 O O OOOO Nth-NAN Table 17: Occurrences of statistically significant differences in SBA for the Gray LH seat by size groups (eight possible in each group). [Totals for the Gray LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F, 5, 5 3 0 0 0 0 F, 50, 50 0 2 0 0 F! 5! 95 O O O M. 95, 5 0 0 M, 50, 50 O Only two of the comparisons between subject groupings for the seat back angle had at least half of the test results showing statistically significant differences. Both of these cases were comparisons between the tall, light males (M, 95, 5) and the tall, heavy males (M, 95, 95). For the Tan LH seat, three of the four cases showed differences between these groups with four out of eight cases in the BMW seat (thorax rearward). SBA averages for the Tan LH differed by a maximum of 2 degrees for these groups. The BMW seat had a maximum difference of 6 degrees. The trend for the Tan LH was not consistent. However, 85 in the BMW seat the tall, heavy male group SBA average consistently showed a more reclined position than that of the average SBA of the tall, light males. Table 18 below lists the two scenarios in which statistically significant differences were found in comparisons of the seat back angle (SBA) within each anthropometric group. The seat back angle examined here was based on the angle formed between the seat back targets and vertical. This angle was correlated to the J826 manikin to provide a more standard measure acceptable to the automotive industry. However, the J826 manikin could only be used to measure SBA when the lumbar supports were in the off position and the thorax support of the BMW seat was in the rearward position. The J826 manikin correlated back angle is therefore only listed in Appendix C and was not used for statistical testing. Cases that did not have any positive results have been omitted from Table 18. The “lumbar position” column refers to comparisons between the “lumbar off” and “lumbar on” test scenarios. The “Sedan / Van” column lists the results of statistical tests comparing the subject’s response to these package settings. Data for all tests shown below were normal and had equal variances. Each test result shown had a maximum of 16 combinations. Table 18: SBA statistical results (one-way RM-ANOVA). [Seats Subject Group Lumbar Position Sedan/ Van I | Tan LH, Gray LH (off) M. 95, 5 4 | I BMW Qhorax forward) F, 50, 50 1 I The average differences between the Tan LH seat and the Gray LH (lumbar off) seat for the tall, thin males ranged from —3 to +6 degrees of recline. Due to the fact that a quarter of the comparisons showed differences, and the presence of only one other statistically significant result, it was assumed that the 86 differences found in the seat back angle were negligible. Refer to Appendix C for the average and standard deviation values of SBA for each anthropometric grouping. 6.1.2 Toebar to Hip Joint Center Horizontal Distance The distance from the toebar to the HJC is a measure of the fore/aft position of the pelvis in the context of the given package settings. Recall that the subject was allowed to move the seat while the toebar was fixed. Results of statistical testing between anthropometric groupings for horizontal distances from the toebar to the HJC are shown below in Tables 19 through 23. Instances in which at least half of the comparisons had statistically significant differences have been shaded. For example, in Table 19 all four of the possible conditions comparing the tall, light males (M, 95, 5) to the petite, ample females (F, 5, 95) had statistically significant differences. Table 19: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the Tan LH seat by size groups (four possible in each Table 20: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the Town 8 Country seat by size groups (eight possible in each Totals for Town 8r Seat F 50 F 95 5 50 95 87 Table 21: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the BMW seat (thorax forward) by size groups (eight possible in each group). Totals for the BMW F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat (thorax forward) I: 5, 5 1 0 7 5 8 F, 50, 50 1 2 0 7 F4 5, 95 8 6 8 ML95, 5 0 0 M, 50,50 0 Table 22: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the BMW seat (thorax rearward) by size groups (eight possible in each group). Totals for the BMW F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat (thorax rearward) F. 5, 5 1 0 6 5 7 8’ F, 50,50 1 2 1 7 F, 5, 95 7 7 8 M. 9555 0 0 IL 50, 50 0 Table 23: Occurrences of statistically significant differences in toebar to HJC horizontal distances for the Gray LH seat by size groups (eight possible in each roup). frotals for the Gray LH F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat 55, 5 3 w 0 8 4 8' I350, 50 , 5 ~ f 3 0 4 F. 5, 95 8 ' 6 8 M, 95, 5 1 0 M, 50, 50 3 As expected, differences in the horizontal distances from the toebar to the HJC between subject size groupings were most often paired with differences in the average height of the subject groups with no differences found between subject groups of equal height. It was therefore not surprising that the tall, light males (M, 95, 5) differed from the petite females (F, 5, 5 and F, 5, 95), but were not different from the tall, heavy males (M, 95, 95). Refer to Table 24 for an example of these values. 88 Table 24: Toebar to HJC horizontal distance (mm) group averages for the sedan, lumbar off, driver scenario. Subject Seat Group Tan Town 8. BMW BMW Gray LH Country (thorax (thorax LH forward) rea rwarcy F, 5, 5 802 774 775 776 779 F, 50, 50 829 813 847 821 824 F, 5, 95 780 750 762 750 747 M, 95, 5 895 896 923 883 890 M, 50,50 850 844 890 870 841 M, 95, 95 924 888 942 927 900 Table 25 below lists the results of statistical testing within subject groups on the horizontal distance between the subject’s hip joint center (HJC) and the toebar. No results are listed for the driver vs. passenger comparisons because none of these cases produced statistically significant differences. Comparisons in which at least half of the possible 16 cases showed differences have been shaded. Recall that the vertical seat height was set at either the van or sedan package. Table 25: Toebar to HJC horizontal distance statistical results. Seats Subject Group Lumbar Position Sedan / Van Tan LH, F, 5. 5 1 Gray LH (off) F4 5, 95 4 M, 95,5 1 Town 8 M, 95. 5 _ 6 Country M, 50,50 13 M, 95, 95 3 BMW (thorax L50. 50 1 1 forward) F, 5, 95 7 M, 95,5 .10 M, 50, 50 3 M, 95,95 6 BMW (thorax F. 50. 50 1 1 rearward) M, 95, 95 7 Gray LH F. 5. 5 5 F. 5, 95 12 M, 95,5 2 M, 95, 95 4 89 Differences in package dimensions had the most affect on the horizontal distance between the occupant’s HJC and the toebar. Subjects tended to shorten this distance in the van package relative to the sedan package, possibly to achieve a desired knee angle or thigh pressure. For example, the tall, thin males in the BMW seat (thorax forward) moved closer to the toebar an average of 43 to 48 mm from sedan to van. The fact that the average knee angle for this group changed by 1 to 7 degrees and had no statistically significant differences between the sedan and van package settings suggested that the subjects were trying to maintain a particular leg position. 6.1.3 Toebar to Hip Joint Center Vertical Distance The vertical distance from a fixed reference point, such as the toebar, could be used to examine affects on the HJC location due to differences in tissue thickness under the buttocks. However, no statistically significant differences were found between anthropometric groupings for vertical distances from the toebar to the HJC in the Tan LH, BMW (thorax rearward), or Gray LH seats. Tables 26 and 27 list the remaining comparisons. Table 26: Occurrences of statistically significant differences in toebar to HJC vertical distances for the Town 8 Country seat by size groups (eight possible in each Totals for Town & Seat F 50 F 95 5 50 95 9O Table 27: Occurrences of statistically significant differences in toebar to HJC vertical distances for the BMW seat (thorax forward) by size groups (eight possible in each mup). Totals for the BMW F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat (thorax forward) F. 5. 5 0 0 0 0 0 .F 50 50 0 0 1 0 F. 5. 95 0 0 0 £95, 5 0 0 M, 50. 50 0 The comparisons between the petite, ample females and the mid-sized males are the only comparisons that had statistically significant differences in at least half of the cases. The lack of more significant differences between groups and the lack of consistency in the above results was probably due to the large variation in estimated HJC locations. Table 28 lists the results of statistical testing within subject groups. All comparisons between sedan and van packages produced statistically significant differences. This was expected since the van package added 95 mm in height to that of the sedan, sedan/van comparisons are therefore not listed in Table 28. Table 28: Toebar to HJC vertical distance statistical results (one-way RM- ANOVA . Seats Lumbar Position Driver/ Tan LH, Gray ’ ‘ ’ LH (off) 1 BMW (thorax forward) BMW (thorax rearward) Gray LH 91 Since differences found between the Tan and Gray LH seats (lumbar position) are most likely due to differences in the placement of the manikin between these seats, comparisons between the two will therefore not be discussed further in this section. Table 29 lists example values of changes in the toebar to HJC vertical distance related to changes in lumbar prominence for the mid-sized males. Table 29: Toebar to HJC vertical distances (mm) of mid-sized males in the sedan, driver scenario of the BMW seat (thorax rearward). Subject ID BMW (thorax rearward) Lumbar Off Lumbar On Change (on — off) TM_21 101 122 21 TM22 1 10 124 14 TM23 96 115 19 TM_24 130 146 16 TM25 1 16 128 13 Subjects’ hip joint centers tended to be higher relative to the toebar with the lumbar on than with the lumbar in the off position. Changes in HJC height could be due to the subject moving forward on the upwardly sloped seat or by a rotation of the pelvis, depending on the initial position. As with the horizontal distance from the HJC to the toebar, the differences found in vertical distances between driver and passenger cases were so rare that it is doubtful these positions have any effect on position of the subject’s HJC relative to the toebar. 6.1.4 Horizontal Pelvis Placement Relative to Seat Two methods of examining the relationship between the location of the subjects’ pelves and the seat were used - the horizontal distance from the subject’s HJC to the bottom recline target on the seat (further referred to as HJC- 92 RecBot X), and the differences between the subject’s HJC location in each seat and the J826 manikin’s H-point location (refer to section 3.1) in the corresponding seats. This relationship was examined since this knowledge would be necessary for human manikin placement in computer modeling of occupant packaging. The horizontal and vertical distances between the J826 H-point and the HJC of each test subject in each trial were first calculated. These offsets were then statistically analyzed by the same methods as the other parameters. These comparisons would determine similarities between position of humans, relative to the J826 manikin. Results of statistical testing between anthropometric groupings for the horizontal offset between the subject’s HJC and the J826 manikin’s H-point are given in Tables 30 through 34. The values in parentheses are instances where the HJC-RecBot X coordinate had slightly different results. For comparisons between the subjects and the manikin, refer to the offset values given in Appendix C. Although the J826 manikin was designed to represent he mid-sized male, discrepancies were found between the manikin H- point and the mid-sized males’ HJC. These differences may be due to errors in the estimation of the HJC location. Table 30: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the Tan LH seat by size groups (four ble in each . Totals for the Tan LH seat F 50 F . 95 5 so 95 93 Table 31: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the Town & Country seat by size roups (gight possible in eachggroup). Totals for Town 8r F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country Seat F. 5. 5 0 8 6 8 7 (8) F 50 50 8 3 3 3 F 5 95 1 0 0 M 95 5 0 0 M 50 50 0 Table 32: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the BMW seat (thorax fonivard) by size groups (eight possible in each group). Totals for the BMW F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat (thorax forward) F, 5, 5 0 8 0 4 0 F. 50. 50 8 0 1 0 F. 5. 95 3 3 7 M 95 0 0 M, 50, 50 (L Table 33: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the BMW seat (thorax rearward) by size groups (eight possible in each group). Totals for the BMW F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat (thorax rearward) ‘ _ f F, 5, 5 0 83:} 0 314) 0 F. 50. 50 2 l3) 0 O _ 0, 5 95 O O 4533 .. = r M, 95, 5 0 0 M, 50, 59 2 Table 34: Occurrences of statistically significant differences in horizontal offset between J826 H-point and subject’s HJC for the Gray LH seat by size groups ei ht possible in each Loup). Totals for the Gray LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F 5, 5 0 i 8 6 (7) , 4 6 F, 50, 50 z 5 (6) . 3 (4) l 2 3(4) F, 5, 95 0 0 0 M, 95, 5 0 0 M, 50, 50 0 All comparisons between the petite, light females and the petite, ample females had statistically significant differences, with the petite, light females back further in the seat 50-60 mm. This difference was most likely due to the tissue 94 thickness of the subjects, placing the HJC of the ample women further forward. Comparisons between the petite, light women and the mid-sized males showed differences in at least half of the cases. Other comparisons between anthropometric groups were not consistent between seats, but differences between either petite female group and the male groups were prevalent. These differences were most likely due to tissue thickness and pelvis size differences. Statistical test results within subject groups are listed in Table 35. Cases in which either method produced statistically significant differences in at least half of the cases have been shaded. The values in parentheses represent HJC- RecBot X coordinate result differences. Table 35: Horizontal offset from J826 H-point to subject’s HJC statistical results one-wa RM-ANOVA . Seats Subject Lumbar Sedan / Driver/ Position Van Tan LH, Gray LH (off) Town & Country BMW (thorax forward) BMW (thorax rearward) Gray LH 95 Each seat affected its occupants with either a change in lumbar prominence or through a change in package dimensions. The majority of differences in these parameters occurred in response to changes in lumbar prominence. Changes in HJC height could be due to the subject moving forward on the upwardly sloped seat or by a rotation of the pelvis, depending on the initial position, which would move the HJC along an arced trajectory. Of the cases where at least half the results were positive, moving the lumbar support to the on position caused the subject’s HJC to shift forward by 13-33, 21-37, and 12 mm for the BMW (thorax forward), BMW (thorax rearward), and Gray LH seats, respectively. This forward shift of the HJC was most prevalent for the petite, light females. It should be noted that the lumbar support of the Town & Country seat did not have any significant affect on subject pelvis locations. Refer to Tables 36 and 37 for an example of the changes observed in group averages. Table 36: HJC-RecBot X coordinate group averages for the sedan, driver, lumbar off (Off) and lumbar on (On) scenarios. Subject Group Seat BMW (thorax BMW (thorax Gray LH forward) rearward) Off 4 On , Off On Off On F. 5. 5 -169 -190 ' -190 -215 -179 -191 F, 50, 50 -169 -196 -191 1228 -183 -196 F, 5, 95 -228 -241, -234 -249 —223 -229 M. 95, 5 . ' -184) 4207 -209 -233 -209 -222 M, 50. 50 ' ‘ -194 -227 -215 -248 -213 -232 M. 95, 95 -188 l -203 _;201 -222 -215 £27 96 Table 37: HJC-RecBot X coordinate group averages for the van, driver, lumbar off and lumbar on On scenarios. Seat BMW (thorax BMW (thorax Gray LH rea Differences between packages may be due to differences in the placement of the J826 manikin in these scenarios. In the Gray LH seat the petite, light females’ and mid-size females” hip joint centers shifted forward by 9 mm for both lumbar positions in the sedan to van comparison. The BMW seat did not affect either of the heavy test subject groups. The Gray LH seat only significantly affected the petite, light females and the tall, heavy males. When referring to Appendix C offset values, recall that the positive horizontal (X) axis of the test buck pointed rearward, a negative value for the horizontal coordinate therefore means that the subject’s HJC is more forward in the seat than the J826 manikin H-point. Refer to Figure 65 for an example of the offset between the subject’s HJC and the J826 H-point. ’ + X direction \ NC 0J826 H- oint \/ Offsetv\ p 0 Figure 65: Offset between J826 H-point and subject HJC. 97 6.1.5 Vertical Pelvis Placement Relative to Seat In statistical testing between anthropometric groupings only one comparison had a statistically significant difference (using both parameters) -— the mid-sized males vs. mid-sized females in the Town & Country seat for the van, lumbar off, driver scenario. It was expected that there would be differences between anthropometric groups simply because each subject group would have a different tissue thickness under and behind their hip joint centers. The lack of differences was most likely due to the large range in HJC estimated locations. Results of statistical tests on the vertical offset between the subject’s HJC and the J826 H-point are listed below in Table 38. The values in parentheses represent HJC-RecBot Z coordinate result differences. Less differences in the HJC-RecBot Z coordinate results occurred due to the fact that this parameter examines a small change in a larger number than the comparison between subject HJC and J826 H-point does. Table 38: Vertical offset from J826 H-point to subject’s HJC statistical results one-way RM-ANOVA). Seats Subject Lumbar Sedan / Driver/ Group Position Van Passengg; Tan LH, Gray LH (off) F-5, 5 16 (---l 1 (---) F, 50, 50 16 (---) 8 (mi F, 5, 95 1 M, 95, 5 16 (---) M, 50, 50 .16 (--.) M, 95,95 6 (---) Town 8r Country i: 5. 5 3 (---) F, 50, 50 1 (---) M. 95.5 14 t---) BMW (thorax forward) F, 5. 5 14 (1) 1 F, 50, 50 16 (16) M, 50, 50 12 QB) I M, 95, 95 (1) 98 Table 38 (continued): Seats Subject Lumbar Sedan/ Driver/ Group Position Van PassenggL BMW (thorax F, 5, 5 15 (16) ' rearward) F, 50, 50 2 (2) M, 50, 50 11 (14) Gray LH F. 5. 5 ' 16 (---) F, 50, 50 16 (2) F, 5, 95 2 (---) M, 95, 5 9 9(2) 3 (2) M, 50, 50 7 (--_) M, 95, 95 (2) 9 j-.-) Differences found for the vertical offset are similar to those of the horizontal offset, with respect to which comparisons were affected by each seat. Refer to Table 39 for HJC-RecBot Z coordinate group averages for the sedan, driver, lumbar off (Off) and lumbar on (On) scenarios. Subjects’ hip joint centers tended to be higher with the lumbar on than with the lumbar in the off position, also refer to Table 29. These upward shifts ranged from 9-13, 9-16, and 4 mm for the BMW (thorax forward), BMW (thorax rearward), and Gray LH seats, respectively. Changes in HJC height could be due to the subject moving forward on the upwardly sloped seat or by a rotation of the pelvis, depending on the initial position. Table 39: HJC-RecBot Z coordinate group averages for the sedan, driver, lumbar off (Off) and lumbar on (On) scenarios. Subject Group Seat BMW (thorax BMW (thorax Gray LH forward) rearwm) Off On Off On Off On F, 5.5 124 132 131. 140 . 150 152 E50, 50 138. 147. 144 157 161 163 F. 5, 95 133 136 138 142 155 f 156 M, 95,5 123 135 131 143 - 152 156 M, 50, 50 124 137 128 144 157 159 M, 95, 95 126 136 135 145 155 154 99 W 6.2.1 Knee Angle No statistically significant differences were found in the knee angle between subject groups for the Town & Country seat or for the BMW seat. Refer to Tables 40 and 41 for test results in the LH seats. Only the driver position was examined so total combinations available were limited. Table 40: Occurrences of statistically significant differences in knee angle for the Tan LH seat by size groups (two possible in each group). ITotals for Tan LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F. 5. 5 O 0 0 0 0 F. 50.50 1 1 0 0 F. 5. 95 0 0 0 M, 95, 5 0 1 M, 50, 50 0 Table 41: Occurrences of statistically significant differences in knee angle for the Gray LH seat by size groups (four oossible in each group). I Totals for Town & F,50, 50 E,5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F. 5, 5 1 0 1 0 0 F. 50. 50 0 1 0 0 F. 5. 95 0 0 0 M. 95. 5 O 0 M, 50. 50 O Since positive test results on differences between size groups were limited, and those present lacked consistency between seats, differences in the knee angle due to subject anthropometry were assumed negligible. Table 42 below lists the outcomes of statistical testing on knee angles within subject groups. No statistically significant differences were found for comparisons between lumbar positions. The “Driver/ Passenger” column lists the results of statistical tests comparing the subject’s response to these arm and leg positions. 100 Table 42: Knee e statistical results one-wa RM—ANOVA . Seats G Sedan / Van Driver/ Tan LH, ~ Gray LH (Off) BMW (thorax forward) BMW (thorax rearward) Gray LH M, 95, 95 The majority of differences between driver and passenger positions were statistically significant as expected since the driver position would open the knee angle due to the foot constrained to the toebar. However, in many cases the subject stretched out his/her legs in the passenger position so there was not a statistically significant difference between driver and passenger positions. This was particularly noticeable for the large males. Changes in the average knee angle ranged from 3 to 18 degrees, increasing from passenger to driver. The 101 interesting finding here is that package variation (sedan/van) only affected the knee angle in two comparisons. This lack of statistically significant differences suggests that either the range of seat height tested in this study was not large enough to affect the knee angle of the occupants, or the subjects positioned the seat so that the knee angle was consistent. Combined with the previous results on HJC placement, the lack of differences in knee angle supports the notion that the subjects slid forward in the seat. 6.2.2 Knee Splay Angle Results of statistical comparisons of the knee splay angle between subject groups are listed in Tables 43 through 42. This parameter was only examined in the driver position. \._. Table 43: Occurrences of statistically significant differences in knee splay angle for the Tan LH seat by size roups (two possible in each group). [Totals for the Tan LH seat F, F, 5,95 M, 95,5 M, 50,50 1111.95.95 F. 5. 5 o o 1 1 1 F. 50. 50 o , 1 1 1 F, 5. 95 — 1 1 o M. 95. 5 0 0 M, 50,50 0 Table 44: Occurrences of statistically significant differences in knee splay angle for the Town & Country seat by size goups (four possible in each group). Totals for Town 81 F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country Seat F. 5, 5 0 0 2 1 1 5 50. 50 0 2 1 1 F. 5. 95 g 0 1 M, 95, 5 0 0 M 50. 50 0 102 Table 45: Occurrences of statistically significant differences in knee splay angle for the BMW (thorax forward) seat by size rogls (four possible in each group). Totals for BMW Seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 (thorax forward) F 5. 5 0 0 2, 2 0 F, 50. 50 0 2 2 2 F, 5. 95 2 2 _g M, 95, 5 0 0 M. 50. 50 0 Table 46: Occurrences of statistically significant differences in knee splay angle for the BMW (thorax rearward) seat by size roups (four possible in each group). Totals for BMW Seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 (thorax rearward) F. 5. 5 0 0 0 1 1 5 50,50 0 2 1 __ F 5,,95 1 1 2 M, 95, 5 0 0 M, 50, 50 0 Table 47: Occurrences of statistically significant differences in knee splay angle for the Gray LH seat by size grows (four possible in each loup). Totals for the Gray Seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F455 0 O F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 0 naltorro O--‘l\)-L OCD-‘IIQUL (gilt should be noted that all of the differences found between subject groups/ were when the seats were set at the sedan height. There was little variation within subject groups, with all group average splay angles ranging from 24 to 29 degrees. Although the differences found between males and females particularly for the tall, thin males were relatively consistent, the differences found were very small (refer to Appendix C) and were probably due to body shape differences. Results of statistical tests within subject groups for the knee splay angle are listed in table 48. 103 Table 48: Knee splay an le statistical results (one—way RM-ANOVA). Seats Subject Lumbar Sedan / Driver/ Group Position Van Passenger Tan LH, F, 5, 5 11 16 3 Gray LH F, 50, 50 8 16 6 (off) F, 5, 95 7 16 5 M, 50, 50 12 Town & F, 5, 5 4 16 Country F, 50, 50 8 16 F, 5, 95 7 16 5 M, 50, 50 12 BMW F, 5, 95 8 16 (thorax M, 50, 50 12 forward) M, 95, 95 6 BMW F, 5,5 4 (thorax F, 50, 50 13 16 1 rearward) F, 5, 95 12 16 M, 50, 50 8 1 M, 95, 95 6 Gray LH F, 5, 5 9 16 F, 50, 50 12 16 F, 5, 95 . 12 16 M, 50, 50 13 M, 95, 95 1 Changes in knee splay angle from lumbar off to lumbar on were within 3 degrees, and quite often were not sufficient to even produce differences in the group averages. Knee splay angles increased from the sedan to the van package by 2-11, 3-11, 2-12, 2-10, and 3-13 degrees for the Tan LH, Town & Country, BMW (thorax forward), BMW (thorax rearward), and Gray LH seats, respectively. The taller males tended to have the least amount of change. In the sedan seat height the subjects would have had their legs reaching forward more than in the van package, thereby reducing the splay angle of the leg. 104 6.2.3 Shoe Angle Recall that the ankle angle was referenced to the hard seat data in order to estimate the angle that the shoe made with the floor. The shoe angle was used in statistical testing instead of the ankle angle as it has more relevance to automotive applications. Differences between the driver and passenger cases were not tested since in the passenger position the subject had his/her feet flat on the footplate. Statistical tests performed to examine differences between subject groups had three positive results: petite, light females compared to tall, heavy males and tall, thin males compared to tall, heavy males — both in the Town 81 Country seat, and mid-sized males (M, 50, 50) compared to tall, heavy males in the Gray LH seat. Since these results correspond to one-eighth of the possible positive results, changes in shoe angle due to subject anthropometry were considered negligible. Table 49 below lists the outcomes of statistical testing on shoe angles within subject groups. No positive results were found for any of the comparisons between lumbar positions. Cases in which at least half of the comparisons had statistically significant differences have been shaded. Table 49: Shoe angle statistical results (one-way RM-ANOVA). Seats Subject Group Sedan / Van Tan LH, F, 5, 5 2 Gray LH F, 50, 50 4 (off) F, 5, 95 7 M, 50, 50 4 M, 95, 95 2 Town 8. F, 5, 5 8 Country 5, 50, 50 8 F, 5, 95 8 M, 50, 50 7 M, 95, 95 3 105 Table 49 (continued): Seats Subject Group Sedan / Van BMW F, 5, 5 1 (thorax F, 50, 50 2 forward) F, 5, 95 2 M, 95, 95 6 BMW F, 5, 5 4 (thorax F, 50, 50 3 rearward) M, 50, 5o 2 M, 95, 95 1 Gray LH F, 50, 50 2 F, 5, 95 5 M, 95, 95 2 The shaded cases listed above may be partly due to the petite females needing an extra foot block to support their feet, as mentioned in the protocol description. However, this would not explain why the mid-sized females had statistically significant differences in shoe angle with changes in package settings. The differences found may be due to the subject being more concerned about her leg and pelvis position, and therefore sacrificing a comfortable foot position. Average shoe angles for the females in the Town & Country seat decreased by approximately 9 degrees from the sedan to the van position. Since in the van package the horizontal distance between the steering wheel and the toebar was less, the subjects may have been able to relax their lower legs more and lower their toes in the van package. In the sedan package the shorter subjects would have had to either stretch out their legs to reach the toebar or have the steering wheel too close to their bodies. 106 6.2.4 Elbow Angle Refer to Tables 50 through 54 for statistical test results on the elbow angle for comparisons between subject groups. Only the driver position was examined so total combinations available were limited. Table 50: Occurrences of statistically significant differences in elbow angle for the Tan LH seat by size groups (two possible in each grou ). ITotals for the Tan LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F, 5, 5 0 0 2 2 2 F, 50, 50 0 2 0 1 F. 5. 95 2 1 2 M, 95, 5 0 0 M, 50, 50 0 Table 51: Occurrences of statistically significant differences in elbow angle for the Town & Country seat by size groups (four mssible in each group . Totals for the Town 81 F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country seat FL5. 5 0 0 4 3 4 F 50 50 0 3 0 2 F 5 95 4 0 2 M 95 5 2 0 M 50 50 0 Table 52: Occurrences of statistically significant differences in elbow angle for the BMW seat (thorax forward) by size groups (four possible in each group). Totals for the BMW (thorax forward) seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F.5.5 1 0 F, 50, 50 F. 5. 95 M 95 5 M, 59, 59 0 4 2 4 0030-5 00-b0-h Table 53: Occurrences of statistically significant differences in elbow angle for 1 size groups (four possible in each group). the BMW seat (thorax rearward) b Totals for the BMW thorax rearward) seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F. 5.5 2 3_ F 50 50 F, 5. 95 M. 95. 5 M, 50, 50 0 107 4 2 3 000$ 0000A Table 54: Occurrences of statistically significant differences in elbow angle for the Gray LH seat by size groug (four possible in each row). Totals for the Gray F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 LH seat F, 5, 5 3 0 4 4 3 F, 50, 50 0 2 0 0 F, 5, 95 4 0 0 M, 95, 5 1 0 M, 50, 50 0 Statistically significant differences in elbow angle were found when comparing the petite, light females and tall, thin males with groups of the opposite gender for all seats tested. Occasionally differences were also found for both petite female groups compared to the remaining subject groups. Although the dashboard was set relatively low, the petite, light females may have had to sit close to the wheel to see over the dash, which would reduce the distance that their arms needed to extend. There may also be differences due to driving habits. It was noticed in testing that the males preferred to have their arms stretched out more. The horizontal distance between the steering wheel and the footplate could have played a role in these findings if this distance was too large for the petite females and too short for the tall males. Table 55 lists an example of group averages for the elbow angle. These values seem to be correlated to subject heights, although this would account for the statistically significant differences between tall, thin males and petite, ample females, it does not explain the differences found between petite, light females and petite, ample femalestf'l‘he differences found suggest that the elbow angle was dependant on both the height and weight of the subjects: however, this presumption was not / ___..— 108 consistent between genders. Figure 66 shows an example of the subject’s arm positions. driver scenario. own Country (thorax (thorax (a) (b) (C) Figure 66: Example of variation in elbow angles between subject groups; (a) subject TM01, (b) subject TM14, (c) subject TM17. The van versus sedan comparison for the BMW seat (thorax forward) of the tall, thin male grouping was the only condition with any statistically significant differences in elbow angles within subject groups. Since only one of the sixteen combinations had a significant difference, changes in this parameter were assumed negligible. 109 6.2.5 Arm Splay Angle During testing the arms were positioned to be out of the camera view of the hip targets in the passenger position, therefore only the driver positions of the arms were examined. Tables 56 through 60 list the results of statistical testing between anthropometric groups. Table 56: Occurrences of statistically significant differences in arm splay angle for the Tan LH seat by size roups (two possible in each group). ITotals for the Tan LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F, 5, 5 0 2 2 1 2 F, 50, 50 1 1 0 2 F, 5, 95 0 0 0 M, 95, 5 0 0 M, 50, 50 0 Table 57: Occurrences of statistically significant differences in arm splay angle for the Town & Country seat by size groups four possible in each group). Totals for the Town 8. F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country seat ‘ F, 5, 5 0 4 4 1 4 F, 50, 50 4 4 0 3 F. 5. 95 0 0 0 M, 95, 5 1 0 M, 50, 50 1 Table 58: Occurrences of statistically significant differences in arm splay angle for the BMW seat (thorax forward) by size groups (four possible in each group). Totals for the BMW F, 50, 50 F, 5,95 M, 95, 5 M, 50, 50 M, 95, 95 (thorax forward) seat F, 5, 5 0 , 4 4 1 3 F 50, 50 1 3 0 1 F, 5, 95 0 0 0 M, 95, 5 0 0 M, 50, 50 0 110 Table 59: Occurrences of statistically significant differences in arm splay angle for the BMW seat (thorax rearward by size roups (four ossible in each group). Totals for the BMW F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 (thorax reamard) seat F, 5, 5 0 4 4 1 3 F. 50, 50 2 2 0 o F. 5, 95 0 1 0 M, 95, 5 0 o M, 50, 50 o Table 60: Occurrences of statistically significant differences in arm splay angle for the Gray LH seat by size groups (four possible in each group) Totals for the Gray LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F, 5,5 0 4 F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 2 4 2 0 0000-5 The majority of the statistically significant differences in arm splay angle were found between the petite, light females and the mid-sized females when compared to the petite, ample females and tall males. The petite, light females, mid-sized females, and mid-sized males had arm splay values in the 15 to 20 degree ranges. Group averages for the petite, ample females and the tall males were closer to 30-35 degrees. No statistically significant differences were found within the subject groups. Refer to Appendix C for arm splay values. .8 Anl Three measures were used for evaluating the overall spinal position. The body recline angle (BRA) was defined as the angle between vertical and the line connecting the sternal notch and the ASIS midpoint. The openness angle was 111 defined as the sum of the thorax and pelvis angles with ninety degrees between the thorax and pelvis measurements included. The third body angle, total lumbar curvature (TLC), differs from the other two parameters mainly because TLC is referenced to the flat spine position of the hard seat, refer to page 80 for a descfipfion. 6.3.1 Body Recline Angle No statistically significant differences were found in the comparisons between subject groups for either thorax position of the BMW seat. The remainder of test results for comparisons between subject groups are listed below in Tables 61 through 63. Table 61 : Occurrences of statistically significant differences in body recline angle for the Tan LH seat by size moups (fourpossible in each group). Totals for the Tan LH F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat F, 5, 5 0 0 0 0 0 F, 50, 50 0 0 0 0 F, 5, 95 0 0 1 M, 95, 5 0 O M, 50, 50 0 Table 62: Occurrences of statistically significant differences in body recline angle for the Town & Country seat by size groups (ekght possible in each group). 112 Totals for the Town 81 F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country seat F. 5, 5 0 0 0 0 1 F, 50, 50 0 0 0 1 F 5, 95 0 0 4 M, 95, 5 0 0 M, 50, 50 1 Table 63: Occurrences of statistically significant differences in body recline angle for the Gray LH seat by sizggoups (eight possible in each loup). Totals for the Gray F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 LR seat F, 5, 5 0 0 0 1 0 F, 50, 50 0 0 0 2 F. 5. 95 0 o 1 M, 95, 5 0 1 M, 50, 50 2 The comparison between petite, ample females and tall, heavy males for the Town & Country seat was the only test set that produced positive results in at least half of the cases. The average BRA for the tall, heavy males was less than that of the petite, ample females by 2 to 7 degrees. The lack of statistically significant differences supported the idea that the BRA measure is a broad parameter to describe the relative orientation between the upper thorax and the pelvis. This parameter does not provide any information about what happens along the spine in between the neck and pelvis. This measure should only be used as a general indication of overall body recline. Table 64 below lists the results of statistical testing for the body recline angle (BRA). Cases that did not have any positive results, such as all cases for both of the LH seats, have been omitted from this table. Comparisons between sedan/van packages and driver/passenger positions did not have any statistically significant differences. These results indicated that, in general, subjects sat at similar body reclines between test conditions, which is supported by the similar findings for the seat back angle. 113 Table 64: BRA statistical results fine-way RM-ANOVA). Seats Subject Group Lumbar Position Town & Countrv F, 50, 50 1 BMW (thorax forward) F. 5. 5 11 F, 50, 50 2 M, 95, 5 10 BMW (thorax rearward) F. 5. 5 1 M, 95, 5 1 M, 50, 50 5 BRA differences were not found for either heavy subject group. The only differences found in BRA were between lumbar positions, with the BMW seat producing almost all of the statistically significant differences in BRA, particularly for the thorax fully forward setting. Group averages increased 1 to 6 degrees from lumbar off to lumbar on for the statistically significant cases. In order for the BRA value to increase, the subject would have to have his/her torso back further than his/her pelvis. Since the SBA values did not exhibit this same change from lumbar off to lumbar on, the subjects must have either sat in more erect postures, or slid his/her pelvis forward in the seat with the lumbar on and leaned against the upper backrest. 6.3.2 Openness Angle Recall that the second measure for evaluating the overall spinal position was the openness angle. Because the openness angle is based on the pelvis and thorax angles, discussion on these parameters will follow. Results of statistical testing between anthropometric groupings for openness angle are shown below in Tables 65 through 69. A total of 8 (4 for seat Tan LH) comparisons were possible for each seat when all cases (sedan, lumbar on, driver, etc.) were summed. 114 Table 65: Occurrences of statistically significant differences in openness angle for the Tan LH seat by size groups (four possible in each roup). ITotals for the Tan LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F. 5. 5 0 4 4 0 0 F. 50. 50 4 4 0 0 F. 5. 95 4 4 4 M. 95.5 4 4 M. 50.50 0 Table 66: Occurrences of statistically significant differences in openness angle for the Town & Country seat bysizeggroups (eight possible in each group). Totals for the Town & F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Countryseat F. 5. 5 0 8 8 ' 0 2 F. 50.50 8 8 0 0 F. 5. 9_5 j. 8 8 M. 95. 5 5 2 M 50 50 0 Table 67: Occurrences of statistically significant differences in openness angle for the BMW seat (thorax forward) by size groups (eight possible in each groum. Totals for the BMW seat (thorax forward) F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 55.5 0 8 ,F 50 50 F. 5. 95 M. 95. 5 M, 50, 59 . 8 8 8 0000 000000 Table 68: Occurrences of statistically significant differences in openness angle for the BMW seat (thorax rearward) by size groups (eight possible in each roup). fiotals for the BMW seat (thorax reaLrwarg) F, 50,50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F.5.5 O f 8 8 F 50 50 F. 5. 95 M, 95, 5 M, 50, 50 , 8 5 . 8 0000 _‘Nm-tw Table 69: Occurrences of statistically significant differences in openness angle for the Graj LH seat by size roups (ei ht possible in each group). Totals for the Gray LH §§§t F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F. 5,5 0 8 F 50 50 F.5, 95 M955 M, 50, 50 . 8 115 8 8 a ‘ 03000 drum-5N Differences in openness angle occurred when extreme weight variations were present, such as with the majority of comparisons between the tall, thin males and the petite, ample females. The petite, ample females were found to have a statistically significant difference from all other groups in all possible cases. The tall, thin males differed from the petite females in all cases, with differences in comparisons against the mid-sized males also prevalent. Table 70 lists the results of statistical tests performed on the openness angle within each subject group. There were 16 possible combinations for the comparisons listed, with the tabulated values giving the number of positive results. The shaded regions are those instances when at least half of the comparisons produced statistically significant differences. Table 70: ness statistical results one-wa RM-ANOVA. Seats Lumbar Position Sedan/ Van Driver/ Tan LH, Gray LH F (off) F 5 Town 81 Country BMW (thorax forward) BMW (thorax rearward) M Gray LH 116 The petite, light females showed a statistically significant difference in thirteen of the sixteen possible comparisons of lumbar on versus lumbar off for the BMW seat with the thorax support in the forward position. For this scenario, the group average openness angle increased by 7 to 10 degrees as lumbar changed from off to on. This size group also had statistically significant differences in openness angle due to lumbar support in a quarter of the cases for the BMW seat (thorax rearward) and the Gray LH seat. These average group increases ranged from 7 to 9 degrees for the BMW seat and 2 to 5 degrees for the Gray LH seat. The remaining positive results for lumbar position comparisons were considered negligible. Statistically significant differences in Openness angles were quite often found between the van and sedan packages as shown in Table 70. Because the seat was 95 mm higher in the van package than in the sedan package, this difference was most likely due to a change in the pelvis angle, required to keep the lower leg in the same position. A change in seat height would produce a change in knee angle, leading to a change in hamstring length and thereby changing the pelvis angle. Overall, openness angles in the van package were found to be larger than those of the sedan package. Differences in the group averages ranged from 4-10 degrees, 3-8 degrees, 3-10 degrees, 3-12 degrees, and 4-10 degrees for the Tan LH, Town 81 Country, BMW (thorax forward), BMW (thorax rearward), and Gray LH seats, respectively. The changes in openness angle are potentially clue to changes in the pelvis inclination that are relatable to the tension in the hamstrings. An interesting point in this portion of the analysis 117 is that the BMW seat with the thorax support in the rearward position had relatively low occurrences of statistically significant differences compared to the other seats. For example, the petite, light females (F, 5, 5) had 15, 14, 12, 2, and 16 positive statistical test results for the Tan LH, Town & Country, BMW (thorax forward), BMW (thorax rearward), and Gray LH seats, respectively. The fact that slightly fewer significant differences were found with the BMW (thorax forward) seat than the others may have resulted from limited occupant movement due to the thorax support pushing on the occupant. It was surprising that the BMW (thorax rearward) seat did not have more statistically significant differences in openness due to the test conditions. This lack of differences suggested that the BMW (thorax rearward) seat may have placed the occupants in a satisfactory posture that allowed access to the steering wheel, toebar, and vision task. The occasional differences found in the driver versus passenger comparisons were assumed negligible. 6. 3.3 Pelvis Angle Tables 71 through 75 below list the results of statistical tests between anthropometric groups for the pelvis angle. Table 71 : Occurrences of statistically significant differences in pelvis angle for the Tan LH seat size rou four ble in each 118 Table 72: Occurrences of statistically significant differences in pelvis angle for the Town & Country seat by size roups (ei ht possible in each group). Totals for the Town 81 F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country seat F. 5. 5 0 6 8 F. 50. 59 6 6 8 ANOO) 0N000 Table 73: Occurrences of statistically significant differences in pelvis angle for the BMW seat (thorax forward) by size groups (eight ssible in each group). Totals for the BMW seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 (thorax forward) F. 5. 5 0 6 7 6 4 F. 50. 50 6 5 1 1 F. 5. 95 8 8 8 M35. 5 0 0 £50.50 0 Table 74: Occurrences of statistically significant differences in pelvis angle for the BMW seat (thorax rearward) b size groups (eight possible in each roup). Totals for the BMW seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 (thorax rearward) F. 5. 5 0 7 8 F 50 50 7 5 F. 5. 95 8 £95.45 Lil, 50. 50 Table 75: Occurrences of statistically significant differences in pelvis angle for the Gra LH seat size ht ble in each éQOh 000‘“) No differences were found in pelvis angle between the petite, light females and the mid-sized females. The majority of comparisons between the tall, thin males and all female groups had statistically significant differences. The petite, ample females differed from the males in all but one comparison and differed from the other females often. It is most likely that the differences found are 119 related to the height and weight not being proportionate, as this would affect the tissue thickness surrounding the pelvis. Overall, males had smaller pelvis angles than females. This difference suggests that females tend to sit with their pelvises more upright, with the heavier females in the most upright position. Refer to Table 76 for an example of the pelvis angle differences found between groups. Recall that the pelvis angle was the sagittal plane angle between horizontal and a line connecting the right ASIS and the right HJC, refer to Figure 50. An increase in pelvis angle indicated a forward rotation of the pelvis. Table 76: Pelvis angle group averages in degrees for the sedan, lumbar off, driver D and scenarios. Seat Tan LH Town 81 BMW (thorax BMW (thorax Gray LH Country forward) rearward) Table 77 lists the results of statistical testing within anthropometric groups for the pelvis angle. Table 77: Pelvis angle statistical results (one-way RM-ANOVA). Seats Subject Lumbar Sedan/ Driver/ Group Position Van Passengi Tan LH, E. 5-5 16‘ “ A Gray LH F. 50. 50 . 16 3 (off) F, 5. 95 16 , 2 M. 95. 5 10 w M. 50, 50 ' ’ 14 - Town 8 F. 5- 5 16 Country F, 50. 50 --- ‘ 1‘6 ' --- F, 5,95 16 M. 95, 5 16 6 M. 50.50 16 4 M. 9 1g . ,. 1 120 Table 77 continued: Seats Subject Lumbar Sedan/ Drlver/ Position Van BMW (thorax forward) BMW (thorax rearward) Gray LH Only one case (petite, light females, BMW seat - thorax forward) was found to have a statistically significant difference between the lumbar positions and was considered negligible. The pelvis angle was affected by the change in package in most cases without noticeable discrimination between subject groupings. Group averages increased from the sedan to the van seat height by 4-10, 4-9, 3-9, 3-10, and 4-9 degrees for the Tan LH, Town 8 Country, BMW (thorax forward), BMW (thorax rearward), and Gray LH, respectively. This is probably due to the difference in seat heights as previously mentioned for the changes found in openness angle. These findings support the idea that changes in seat height affect the pelvis orientation, most likely through differences in tension on the hamstring muscles that span from the knees to the hips. Recall that the pan angles of the seats 121 were fixed at 13 degrees at the beginning of this study using the J826 manikin and the seat back angle did not have any significant differences between package settings. Statistically significant differences were found more often for the driver versus passenger comparison than in the openness angle where the driver position had larger pelvis angles than the passenger position. This may have resulted with a lowering of the knee to reach the toebar, which could move the ASIS slightly forward. In the driver position, the occupant would also be more alert and focused on the vision task, therefore sitting more erect with the pelvis rotating slightly forward. The shorter subjects may have had to sit more erect to see over the dashboard completely. Refer back to Table 76 for example values. 6.3.4 Thorax Angle Tables 78 through 82 list the results of statistical tests on the thorax angle between anthropometric groups. Table 78: Occurrences of statistically significant differences in thorax angle for the Tan LH seat by size groups (four possible in each group). ITotals for the Tan LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F, 5, 5 0 1 3 I 0 0 M 1 4 0 ,0 F 5 95 4 0 4 M 95 5 4 0 M 50 50 0 Table 79: Occurrences of statistically significant differences in thorax angle for the Town & Country seat by sizeLgroups (eight possible in eachflqrou ). Totals for the Town 81 F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country seat 55.5 0 0 ‘ 7‘ .' l 0 0 F 50 50 3 _ 1 0 0 F 5 95 .3. w 0 4 M. 95. 5 6 0 M 50 50 1 122 Table 80: Occurrences of statistically significant differences in thorax angle for the BMW (thorax forward) by size loups (eight oossible in each goup). Totals for the BMW seat (thorax forward) F, 50,50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F, 5,5 0 0 F, 50, 50 F, 5, 95 M,95, 5 M. 50. 50 3 8 O 8 (1)000 0000-5 Table 81 : Occurrences of statistically significant differences in thorax angle for size groups (eight possible in each group). the BMW (thorax rearward) b1 Totals for the BMW seat (thorax rearward) F, 50,50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 F,5,5 0 3 F 50.50 F, 5, 95 M, 95, 5 M, 50. 50 l 4 (coon 010000 00000 Table 82: Occurrences of statistically significant differences in thorax angle for the Gray LH seat by size groups (eight ossible in each group). ITotals for the Gray LH seat F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 135,5 0 3 1 550. 50 F, 5. 95 M95.5 5 5 M0,0 b 1 4 8 «>000 douoo In all cases, the petite, ample females relative to the tall, thin males had statistically significant differences. None of the comparisons between the mid- sized females against the petite, light females, mid-sized males or tall, heavy males had statistically significant differences. There were also no differences found in comparisons between petite, light females against mid-sized males or between tall, thin males and tall, heavy males. Differences in a parameter such as thorax angle, which is highly dependant on the mid-sternum target location, were most likely due to weight variations of the subject and basic anatomical 123 differences as shown in Figure 67 below. It is therefore recommended that a parameter of this nature should only be used to compare differences within a subject. (C) Figure 67: Variation in thorax angles due to subject anthropometry; (a) subject TM03, (b) subject TM14, (c) subject TM17. Table 83 lists the results of statistical testing on the thorax angle data for each subject group. No statistically significant differences were found for comparisons between sedan and van packages or between the driver and passenger positions. It should be noted that no difference was produced in the thorax angle when the arms were raised or lowered, as in the driver/passenger comparisons. The BMW seat produced the majority of the statistically significant differences in the thorax angle. The change in thorax angle due to lumbar prominence was 124 most notable with the petite, light females (F, 5, 5). In the BMW seat (thorax forward), this group had an average thorax angle of approximately 38 degrees for lumbar off with this average increasing to 44 degrees for lumbar on, similar values were found for this seat with the thorax in the rearward position. Increases in the thorax angle could have been caused by the subject arching his/her lumbar spine resulting in a reanrvard rotation of the thorax or pivoting at the hips to rotate the thorax rearward. However, the HJC-RecBot X results, discussed previously, suggested that this groups’ increase in thorax angle was due to the fonivard shift in HJC. Refer to Appendix C for the average and standard deviation values for each anthropometric grouping. 6. 3.5 Total Lumbar Curvature Recall that the total lumbar curvature (TLC) was calculated as the difference between the sum of the upper lumbar (ULA) and lower lumbar (LLA) angles in the flat back reference seat posture to that chosen by the subjects in the automotive seats. Unlike the previous body angles, this measure is based on the estimated internal joint locations. Upon examination of the TLC values, it was noticed that there was large variability within each subject group. The method of estimating the HJC and spine joint centers was further examined and it was noticed that an offset in TLC between the reference flat back data and the automotive seat data had developed, with different values for each subject. Therefore, the reference data was used in both the reference and the automotive seat calculations. The difference between the resulting TLC values for each 125 subject was then considered the offset between these HJC estimation methods and subtracted from the TLC of each automotive seat analysis. Table 84 below lists an example of the subject TLC values before and after this modification. Table 84: Original and modified TLC values for petite, light females (F, 5, 5) in the Gray LH, sedan, lumbar on, passenger scenario. Original Modified TM01 -26 -7 -26 -7 TM02 4 21 3 21 TM03 -7 -3 -4 0 TM04 5 6 4 4 TM05 -8 -4 -4 0 Average -6 3 Standard Deviation 11.5 10.4 The method described above tightened the data slightly, with the standard deviation reduced from 11.5 to 10.4. This alteration also produced more positive TLC values. Although the comparative accuracy of these methods is relatively unknown, the trends in TLC are preserved within each subject through the various test conditions. Tables 85 through 87 below list the results of statistical tests between anthropometric groups. There were no statistically significant differences between subject groups for the BMW seat. Table 85: Occurrences of statistically significant differences in TLC for the Tan LH seat size four ble in each T F Tan LH F 95 5 for F 0 F F 1 95 126 Table 86: Occurrences of statistically significant differences in TLC for the Town & Country seat by size groups (eight possible in each group). Totals for the Town 8 F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country seat F, 5, 5 7 0 0 F, 50, 50 3 0 F, 5, 95 0 M, 95, 5 M, 50, 50 ONO-5 00000 Table 87: Occurrences of statistically significant differences in TLC for the Gray LH seat by size groups (eight possible in each group). Totals for the Gray LH F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat F, 5, 5 0 0 0 0 0 F, 50, 50 1 0 0 0 F, 5, 95 0 2 0 M. 95. 5 0 0 M, 50, 50 0 Differences between TLC values for each anthropometric group were not consistent across seats. Although it is possible that these groups were affected by seats differently, the lack of consistency across seats suggests that there were either no differences in TLC due to subject anthropometry or the wide variability of TLC within each subject group precluded accurate testing between groups. I Table 88 lists the results of statistical testing on TLC within subject groups. Table 88: TLC statistical results (one-way RM-ANOVA). Seats Subject Lumbar Sedan/ Driver/ Group Position Van Passengg Tan LH, F, 5,5 ' ' 3’ ' Gray LH F, 50, 50 12 (off) F, 5, 95 5 M, 95, 5 2 w ,11 3 M, 50,50 5 M, 95, 95 2 127 Table 88 (continued): Seats Subject Lumbar Sedan/ Driver/ Group Position Van Passenger Town& F, 5,5 14 Country F, 50, 50 14 F, 5, 95 4 M, 95,5 13 2 M, 50, 50 16 1 M, 95,95 5 BMW F, 5, 9 14 (thorax F, 50, 50 6 forward) M, 50, 50 9 2 M, 95,95 4 BMW F, 50, 50 2 (thorax F, 5, 95 1 reanrvard) M, 95,5 9 2 M, 50, 50 4 6 2 M, 95,95 6 Gray LH F, 5, 3 13 F, 50, 50 15 F, 5, 95 10 1 M, 95,5 13 5 M, 50, 50 16 M, 95,95 2 The petite, light females in the BMW seat (thorax forward) had statistically significant differences in TLC between lumbar off and lumbar on, with increases of 1 to 14 degrees. Changes in package had the greatest affect on TLC. This is most likely due to changes in pelvis orientation previously discussed in the analysis of the openness and pelvis angles. Table 89 lists example values of the changes in TLC with respect to package settings for the mid-sized males in the Gray LH seat. 128 Table 89: Changes in mid-sized male TLC between packages (van minus sedan) of the Gra LH seat. m Driver Driver 6.4 Spinal Link Angles 6.4.1 Thoracic Spine Link Angle (TSLA) Recall that the link between the estimated lower neck joint and the upper lumbar joint was referenced to vertical and referred to as the thoracic spine link angle (TSLA). Tables 90 and 91 list the results of statistical tests between anthropometric groups for the TSLA. No differences were found between these groups for the Tan LH, Town 8 Country, or the BMW (thorax rearward) seats. Table 90: Occurrences of statistically significant differences in TSLA for the BMW seat (thorax forward) by size groups (eight possible in each group). Totals for BMW seat . F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 “th F, 5, 5 0 U 5 . 0 0 0 F, 50, 50 L f 0 0 0 F 5 95 7 3 0 M 95 5 0 0 M._5_0._50___ 0 Table 91: Occurrences of statistically significant differences in TSLA for the Gray LH seat size ble in each Totals for the LH seat F 50 F 95 5 50 50 95 95 129 The fact that few differences for the Gray LH, and none for the Tan LH, Town & Country, or the BMW (thorax rearward), occurred suggested that there were either no significant differences in behavior due to the size and shape of the occupant or the large range in initial values of TSLA relative to actual values limited the effectiveness of statistical tests. The BMW seat (thorax forward) may have produced a statistically significant difference in TSLA between the petite, ample females and the tall, thin males because with the thorax support fully fonivard these groups had trouble adjusting the seat. Many subjects found the thorax fonrvard position particularly uncomfortable and were forced to adjust either their position in the seat or the recline of the seat in order to tolerate this seat setting. The subject group average seat back angle values increase by 5 to 8 degrees from the thorax rearward to the thorax forward condition. Figure 68 below illustrates the awkward position in which this seat placed many of the subjects. (a) (b) Figure 68: Subject TM26 in the BMW seat (thorax forward); (a) initial position, (b) increased recline to accommodate upper thorax position. 130 Table 92 lists the results of statistical tests TSLA within each subject group. No statistically significant differences were found for the sedan/van comparisons. Table 92: TSLA statistical results. Seats Subject Lumbar Driver / Group Position PassenggL Tan LH, Gray LH (off) M, 95, 5 2 2 BMW (thorax forward) F. 5. 5 1 F, 50, 50 3 BMW (thorax F. 5. 5 3 rearward) F. 50. 50 1 M, 95, 5 1 M, 50, 50 2 Gray LH F- 5. 5 1 M, 50, 50 1 The average group values for TSLA increased by 1 to 5 degrees from lumbar off to lumbar on. A statistically significant difference was again most often found for the BMW seat; however, the greatest occurrence was 3 out of 16 cases, which was considered negligible. Refer to Appendix C for TSLA group averages and standard deviations. 6.4.2 Lumbar Spine Link Angle (LSLA) Recall that the link between the estimated upper lumbar joint and the lower lumbar joint was referenced to vertical and referred to as lumbar spine link angle (LSLA). Tables 93 through 97 list the results of statistical tests on the LSLA between anthropometric groups. 131 Table 93: Statistically significant differences in LSLA for the Tan LH seat by size roups (four possible in each group . {gTotals for the Tan LH F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat F. 5, 5 0 4 O 3 O F. 50, 50 1 0 0 0 E 5, 95 1 O 3 M, 95, 5 0 O M, 50, 50 2 Table 94: Statistically significant differences in LSLA for the Town & Country seat by size groups (eight possible in each group). Table 95: Statistically significant differences in LSLA for the BMW seat (thorax forward) by size groups (reign possible in each group). Totals for the Town 8: F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Country seat F, 5, 5 O 8 0 1 O F, 50, 50 8 0 0 0 F, 5, 95 3 1 5 M, 95, 5 0 O M, 50, 50 O Totals for the BMW seat (thorax forward) F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 Table 96: Statistically significant differences in LSLA for the BMW seat (thorax (e_ight possible in each grou F, 5,5 0 O F, 50, 50 5,9 33:" 5 , 5,5 ,50,50 rearward) by size groups O 0 O 1 AOOO 4O-‘OO ). 132 Totals for the BMW F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat (thorax rearward) F, 5, 5 0 4 O 1 0 F, 50, 50 2 O 1 0 F, 5, 95 1 0 1 M, 95, 5 1 0 M, 50, 50 0 Table 97: Statistically significant differences in LSLA for the Gray LH seat by size groups (eight possible in each grou o). Totals for the Gray LH F, 50, 50 F, 5, 95 M, 95, 5 M, 50, 50 M, 95, 95 seat F, 5, 5 O 8 0 6 1 F, 50, 50 0 0 0 O F, 5, 5 1 O O M, 95, 5 0 O M, 50, 50 O The majority of statistically significant differences occurred between the petite, light and petite, ample females. Although these results may suggest differences in LSLA due to weight, no differences were found between the tall, thin males and the tall, heavy males. The least differences were found in the BMW seat, with practically no differences when the thorax support was in the forward position. The petite, ample females’ PLA is smaller than the petite, light females’ PLA but the petite, ample females had larger LSLA than the petite, light females. This difference suggests that the petite, ample females sat with more upright pelves. Statistical results within subject groups for the lumbar spine link angle (LSLA) produced only two positive cases. Both of these cases occurred in the tall, thin male (M, 95, 5) grouping for the change in lumbar prominence of the BMW seat with the thorax support fully forward. The small number of statistically significant differences implies that either none of the variations addressed in this study alter the LSLA parameter or the variability between subjects prevented appropriate comparisons between subjects. 133 6.4.3 Pelvis Link Angle (PLA) Recall that the link between the estimated lower lumbar joint and the hip joint center was referenced to vertical and referred to as pelvic link angle (PLA). The changes in the pelvic link angle (PLA) were not examined as these changes behaved essentially equal and opposite to the pelvis angle. Similar statistical results were obtained as for the pelvis angle. The pelvis angle was chosen for examination over the pelvis link angle because the PLA was based on multiple joint location estimations and was more likely to have compounded errors. PLA values are listed in Appendix C. 6.5He dP ii n The angle that the subjects’ heads deviated from having the Frankfort plane horizontal, as in the reference files, was examined to determine if the test scenarios altered the subjects’ sagittal head movement. Only two cases had statistically significant head tilt results for comparisons between subject groups. This difference occurred between the mid-sized females and the tall, heavy males in the sedan, lumbar off, passenger and sedan, lumbar off, driver positions for the BMW seat (thorax forward). Head Tilt values are listed in Appendix C. There were also only two statistically significant cases of head tilt results for comparisons within subject groupings: one case for the lumbar comparisons and one case for the driver/passenger comparisons of the mid-sized female (F, 50, 50) group in the BMW seat (thorax rearward). These differences were 134 assumed to be negligible due to the lack of positive results and the fact that the test subject may not have remained focused on the visual task or one of the temple targets fell off and was not reset properly. 6.6 Procedural Effects gn Subject Positioning ‘ Once testing was begun it was noticed that the test subjects often sat fonrvard in the seat when the lumbar support was very prominent as shown in Figure 69. An extra test condition was therefore added to the protocol to examine the effects of test procedure on posture. (a) (b) Figure 692Test subject positioning in the BMW; (a) subject TM08, (b) subject TM22. In the extra condition the subject was instructed to sit with his/her hips as far into the seat as possible and then to adjust the fore/aft position of the seat and the backrest recline to the most comfortable position. This extra condition was performed in the BMW seat (thorax support full rearward) in the sedan package with the arms and legs in the driver position. The lumbar support was set to the full on position. A paired t-test was then used to examine any differences between this extra condition and the corresponding standard position. 135 Table 98 shows the results of this comparison, refer to Appendix C for actual parameter values. Table 98: Comparison of standard testing protocol to having the subject’s hips fully against the seat. Parameter ~ T-test Range of Average Outcome Difference" Difference"r SBA -5 to +3 degrees 0 degrees Toebar to HJC X Yes -16 to 46 mm +18 mm Toebar to HJC Z -10 to 9 mm -1 mm J826 Offset X Yes -7 to 44 mm +19 mm J826 Offset Z ~11 to 9 mm -1 mm Knee Angle Yes -2 to 19 degrees +7 degrees Knee Splay ArLgIe -10 to 2 degrees -1 degree Shoe Armle -4 to 10 degrees +2 degrees Elbow Aggle -6 to 23 degrees +3 degrees Arm Splay Angle -4 to 6 degrees +2 degrees BRA Yes -6 to +2 degrees -2 degrees Openness Angle Yes -6 to +10 degrees +3 degrees Pelvis Angle Yes -1 to +11 degrees +4 degrees Thorax Angle -8 to +3 degrees -2 degrees TLC -6 to 26 degrees +5 degrees TSLA ‘ -5 to +3 degrees -1 degree LSLA Yes -9 to +2 degrees -3 degrees PLA Yes -11 to +1 degrees -5 degrees Head Tilt -15 to +11 degrees 1 degree HJC-RecBot X Yes -7 to 44 mm +19 mm HJC-RecBot Z ~11 to 9 mm -1 mm * Differences determined by subtracting the standard data from the extra condition data. No statistically significant differences were found in the subject’s upper body positions. Results of comparisons between the subject’s preferred and the extra condition show that the HJC was back further in the seat for the extra instructed cases. This was expected since this is precisely what the subjects were instructed to do. Some of the subjects had to move back into the seat by as much as 44 mm (HJC-RecBot X) in order to contact the seat back. The slight 136 increase in knee angle is most likely the result of the subject moving back into the seat but not adjusting the fore/aft position of the seat. The body recline angle (BRA) decreased since the subjects moved their pelves back into the seat without adjusting the seatback recline angle (SBA). This would bring the ASIS targets on the pelvis more under the sternal notch target, reducing this angle. The increase in pelvis angle indicates a fonlvard rotation of the hips. This is confirmed by the decrease in pelvis link angle (PLA). The additional decrease in the lumbar spine link angle (LSLA) supports the expected results of a more lordotic posture when the subject was required to sit with his/her hips fully into the seats. 6.7 Application tp Computer Mpdeling To simplify computer modeling of human postural responses to a seat it is desirable to relate human posture parameters to seat factor measures available in industry. The user could then describe a seat with particular parameters and quickly see how each alteration would affect occupant posture. The following figures illustrate how correlations between manikin readings and occupant positioning could potentially be determined. Figure 70 is a plot of the ASPECT manikin lumbar support prominence (LSP) measure against the body recline angle of human subject testing results. Figure 71 is a plot of manikin H-point height (sedan and van) against the subjects’ openness angles. Seat factor measurements are currently being studied [7] to determine the appropriateness of such comparisons. 137 Petite, Light Females: BRA vs. LSP 24 .-_ ___ ._- .. __z.___.._.- “___H-_._ __L 2.- _ ___ ._ L 22 ~ § 22 -~ - ~ E g: 20 *- g) . < 18 4- + + m 5:; 16 - e 0 03 . a: 14 -— h - ~ I ~—————---— ———e——— __ g 12 a—o—Sedan,Passenger +Sedan,Driver o -~.——n —. m +Van,Passenger - et- Van,Driver 10 -. -L- -_~_—:.-.=l.-;.—_——.-.~:; _Txe-L: 1;; Tw—wr. ___.____L,, O 5 10 15 20 25 30 JCI ASPECT LSP (mm) (a) Petite, Light Females: Openness vs. H-point Height 230 “’ —O—LumbarOff,7 -- -—— -— ~— i Passenger ; §2zs~f~----Lumbar0tr,L-. _ .l 3 ; Driver 5 Van g 220 l —A— Lumbar On,; ~ g g j Passenger I” ...... " 5 j ——x—LumbarOn,s ---- 8 215 ~.------.__-Qr_iys:.._.___ Sedan Z 210 L*___..-.....---- _..-, _____..__-_W____fi____ ___g. , , _ __; 200 250 300 350 400 J826 H-point Height (mm) (b) Figure 70: Comparison between human and manikin response to a seat. 138 7. CONCLUSIONS Several production and prototype seats have been designed to incorporate the current information on healthy seating characteristics, particularly with regard to lumbar support. However, it has been suggested [58] that people may not use the available backrest and lumbar supports in accordance with the designs. This study examined occupant posture and how it is affected by seat and package factors for a range of subject sizes. Following is a summary and conclusions on this study. 7.1 Summary 7.1.1 Seat Positions Except for a few instances between subject groups, all differences were considered negligible in comparisons of the seat back angle (SBA), meaning in general all subjects chose similar SBA. The tall, heavy males consistently chose slightly more reclined positions than the tall, light males. Differences within each subject were considered negligible. In examining relative distances from the toebar to the hip joint center (HJC) the horizontal distance was related to the height of the subjects, which in turn is related to the leg length and necessary leg room. Some differences were also found between package settings, with the HJC closer to the toebar in the higher van setting. This difference was most likely the result of the subjects’ tendency to seek particular knee angles or thigh pressures. The HJC also moved upwards (away from toebar) from lumbar off to lumbar on. These 139 changes would occur because the subjects slid fonlvard on the upwardly sloped seat and rotated their hips, which would increase the HJC height due to the arced travel path of the HJC. Differences between the HJC and a fixed reference point on the seat - either the J826 H-point or the bottom recline target on the seat — were also examined. It was assumed that differences between groups were due to the size of each subject's pelvis and the tissue surrounding it. Moving the lumbar support to the full on position caused the subjects’ hip joint centers to shift forward, away from the seat. The HJC also shifted slightly upward as discussed in relation to the toebar. These results agree with the findings of Reed’s study [59], using an experimental seat, that found that an increase in lumbar prominence shifted the occupant’s HJC forward and upward. However, Reed’s findings from two seat positions that differed by 25 mm of lumbar prominence indicated that the HJC had a ratio of approximately 11:3 for horizontal and vertical movement while results of the present study indicate this ratio to be closer to 7:3. It should be noted that these ratios are in terms of millimeters of movement and the relationship between the prominences tested in these two studies is unknown. 7. 1.2 Extremities The elbow and arm splay angles were found to be most affected by the driving habits of individuals and possibly the occupant’s visibility. No differences in arm position between test conditions were found. 140 The knee angle was larger for driver than passenger conditions, due to the foot being constrained by the toebar in the driver position, thereby opening the knee angle. The knee splay angles were larger in the van package than sedan package. Less knee splay in the sedan package would result since the legs reached forward more, leading to limited available positions. Differences between subjects were considered to be due to body shape differences, although it should be noted that all of the differences found between subject groups occurred when the seats were set at the sedan height. 7. 1.3 Body Angles The body recline angle (BRA) is a broad measure of the relative orientation between the thorax and pelvis and does not provide information regarding the spine. This parameter should therefore only be used as a measure of overall body recline, similar to the seat back angle measure of the seats. A few differences in BRA were found between lumbar settings for the petite, light females and the tall, thin males in the BMW seat (thorax forward). The fact that no changes occurred in SBA, and the HJC shifted forward, indicated that with the lumbar on, these subjects slid their hips fonNard in the seat and leaned back with their torsos. The lack of many statistically significant differences in BRA suggested that most subjects sat at similar reclines throughout the test conditions. This lack of differences is consistent with the SBA findings. A few changes in the petite, light females’ openness angles occurred in response to changes in lumbar prominence. However, the majority of statistically significant changes in openness angle occurred in response to changes in 141 package dimensions, with the larger openness angles paired to the van package. Differences in openness angle varied by subject weight. The BMW (thorax rearward) had the least differences, which suggested that this seat may have been satisfactory for visibility and controls reach in most test conditions. Pelvis angles were found to depend on package settings, with the top of the pelvis rotated more forward (larger angles) in the van package. This finding was most likely due to changes in knee angle, hamstring length, and resulting pelvis orientation. Recall that the pan angle of the seat was fixed and no differences were found in the selected SBA. Differences between subjects were expected to have resulted from different tissue thickness on the back of the pelvis. Differences in thorax angles between subjects were due to weight and anatomical differences. The petite, light females had a more reclined thorax (larger angle) for the lumbar on, relative to the lumbar off, condition of the BMW (thorax fonlvard) seat. This finding resulted from these subjects sliding forward in the seat and then leaning back. Changes in package had the most affect on the total lumbar curvature, possibly by altering the length of the hamstrings. The findings of more open postures in the van package than in the sedan correlate well with Reed’s assumption [59] that lower seat heights would cause less Iordosis. 7.1.4 Spinal Link Angles There were practically no changes in either the thoracic spinal link angle (TSLA) or the lumbar spinal link angle (LSLA) corresponding to any of the 142 comparisons tested. Angles relative to arbitrary reference axes did not appear to have as significant correlations to seat and package factors as measures of the relative orientations of body segments. However, the spinal link parameters produced values that were extremely small, with the magnitude of these values typically smaller than the range between subjects. The estimated joint locations used in determining the spinal link angles also had too much variation between subjects for appropriate statistical testing. Further examination of applications of these spinal link methods is needed to determine what factors significantly contribute to errors in the estimations involved. 7.1.5 Protocol Comparisons between the extra test condition, when subjects were instructed to sit with the pelvis fully against the seat, and the subject selected posture conditions found that body angles and pelvis orientation changed while the thorax orientation remained constant. This combination resulted in a more lordotic posture when the subjects had their hips fully against the seat. It is therefore possible to produce more seated Iordosis; however, the results of subject selected positions indicated that people would not choose lordotic postures on their own, given the seat designs tested. 7.2 m n Lordotic seated postures have been shown to be healthier, less stressful, and therefore desirable [2, 17, 48, 79]. In the current study it is unknown whether 143 the subjects slid away from the lumbar supports because they were awkward, the subjects disliked the seatback contour, or because the lumbar prominences, and corresponding seat contours, were truly uncomfortable. Occupants may need to be educated or trained on the proper use, and location relative to the spine, of lumbar supports. In a future study it may be wise to train the subjects on the proper use of a lumbar support and then perform the seat tests on a different day, or to only use test subjects who have previously had back problems and are familiar with lumbar support devices. Although education and experience may be an issue, it is also likely that the method used to promote lumbar Iordosis is not the most natural match to the human body. Referring back to the principles of the biomechanically articulated chair [45], it may be better to promote lumbar Iordosis by positioning the ribcage and pelvis, without pressing on the lumbar spine. The petite, light females were found to be more sensitive to the seat and package settings than the other groups. The BMW seat also tended to produce significantly more differences in occupant posture than the other seats. The Town & Country lumbar support did not have a significant affect on pelvis location; however large differences in pelvis locations were found in the LH and BMW seats. This was surprising given the similar ASPECT manikin lumbar support prominence readings of the Gray LH and Town & Country seats. ln Reed’s study [59] no differences were found in the tested parameters between subject size groupings, except for the pelvis angle. Reed found that the top of the subjects’ pelves were rotated forward an average of 10 degrees more 144 for the large males than the mid-sized males. This study found a similar difference, depending on the seat and test condition examined. However, Reed also found this trend of pelvis rotation between the small females and the mid- sized females; however, no significant differences were found between the pelvis angles of these groups in the present study. The appropriateness of comparisons between these studies is questionable since Reed grouped subjects only by stature and the test conditions are not the same. 7.3 FutureiVQm Expanded seat and package factors should be examined because the current methods using the ASPECT manikin may not be sufficient to describe the fix seat contours.\\:l'he loaded, in-use contours of the seat pan and backrest should . also be examined since they are the critical factors in chair comfort [79], unlike \ the undeflected probe contours available in this study: Additional characterizations of lumbar supports using the ASPECT manikin are currently being studied by Bogard [7] and need to be examined for correlations with the subject results of the present study. Correlations between manikin measurements and human responses would speed the design process while limiting prototype expenses. (The improvement and addition of armrests would provide useful information regarding the weight bearing capacity and postural influences of arm support and may affect occupant responses to the rest of the seat. In the automotive environment the driver's posture is not necessarily symmetric, as in this study, and may produce negative impacts on occupant posture. 145 \It would be interesting to study the affects on posture of adjustable seat heights, particularly for the passenger, who does not normally have this option. If a seat is too high then the occupant either doesn’t have his or her feet on the floor, which causes pressure under the thighs, or slides down in the chair so the back is fully flexed [70]. The same problems can occur if the seat depth is too large. Seat height is particularly important for short individuals, such as the petite, light females in this study, because a seat that is too high may not provide easy access to foot controls while a seat that is too low may prevent adequate visibility over the dashboard: 146 APPENDIX A ANTHROPOMETRIC MEASUREMENTS 147 Note: Identification numbers are based on NATICK [52] Identifier. Modifications to these measurements are listed after the original description. All measurements were taken while the subject was wearing shoes, with the height and weight also measured without shoes. Measurements denoted by T” are at the request of TecMath. Standing measurements Bispinous Breadth (ASIS/pelvic width) W The straight-line distance between the right and left anterior superior iliac spine landmarks. The subject stands looking straight ahead with the heels together and the weight distributed equally on both feet. (14) Chest Depth The horizontal distance between the front and back of the chest, at the level of the mid-sternum and sternal notch. The subject stands erect looking straight ahead. The shoulders and upper extremities are relaxed. The measurement is taken at the maximum point of quiet respiration. (36) *Modifications: Used mid-sternum and sternal notch levels instead of the right bustpoint. Chest Breadth TM The maximum horizontal breadth of the chest at the level of the right bustpoint on women or the nipple on men. The subject stands erect looking straight ahead with the heels together, the weight distributed evenly on both feet. The measurement is taken at the maximum point of quiet respiration. (32) StatureTM The vertical distance from a standing surface to the top of the head. The subject stands erect with the head in the Frankfort plane. The heels are together with the weight distributed equally on both feet. The shoulders and upper extremities are relaxed. The measurement is taken at the maximum point of quiet respiration. (99) Trochanteric Height The vertical distance between a standing surface and the trochanterion landmark on the upper side of the right thigh. The subject stands erect looking straight ahead. The heels are together with the weight distributed equally on both feet. (107) Pelvis Height The vertical distance between the inter-ASIS and the pubic center. The subject stands erect looking straight ahead. 148 Hip Breadth The horizontal distance between the lateral buttock landmarks on the sides of the hips. The subject stands erect with the heels together and the weight distributed equally on both feet. (65) Waist circumference (natural indentation) T” The horizontal circumference of the waist at the level of its natural indentation is measured with a tape passing over right and left waist (natural indentation) landmarks. The subject stands erect looking straight ahead. The heels are together with the weight distributed equally on both feet. (113) Foot Breadth TM The maximum breadth of the right foot is measured from the right fifth- metatarsophalangeal-protrusion landmark to the first metatarsophalangeal protrusion. (50) WeightTM The weight of the subject is taken to the nearest half pound. (124) Seated measurements Acromial Height, Seated The vertical distance between a sitting surface and the acromion landmark on the tip of the right shoulder. The subject sits erect looking straight ahead. The shoulders and upper arms are relaxed and the forearms and hands are extended forward horizontally with the palms facing each other. The measurement is made at the maximum point of quiet respiration. (3) Acromial-Humeral Length The distance between the acromion landmark on the tip of the right shoulder and the humeral landmark on the right elbow. The subject sits erect. The shoulders and upper extremities are relaxed with the forearms and hands extended forward horizontally with the palms facing each other. (4) Biacromial Breadth The distance between the right and left acromion landmarks at the tips of the shoulders. The subject sits erect. The shoulders and upper arms are relaxed and the forearms and hands are extended forward horizontally with the palms facing each other. The measurement is taken at the maximum point of quiet respiration. (1 O) Buttock-Knee (Front) Length TM The horizontal distance between the most posterior point on either buttock and the anterior point of the right knee. The subject sits erect. The thighs are parallel and the knees flexed 90 degrees with the feet in line with the thighs. (26) 149 Hip Breadth, Seated The distance between the lateral points of the hips or thighs (whichever are broader) is measured. The subject sits erect with the feet and knees together. (66) Cervicale Height, Seated The vertical distance between a sitting surface and the cervicale (C7) landmark on the spine at the base of the neck. The subject sits erect looking straight ahead. The thighs are parallel and the knees are flexed 90 degrees. The measurement is taken at the maximum point of quiet respiration. (31) Forearm-Hand Length The horizontal distance between the back of the right humeral landmark of the elbow to the ulnar condyle of the wrist. The subject sits erect with the upper arms hanging at the sides and the right elbow flexed 90 degrees. The hand is held out straight with the palm facing forward. (54) *Modification: Used humeral landmark and wrist instead of tip of elbow and tip of middle finger. Forearm Circumference The circumference of the flexed forearm is measured in a plane perpendicular to the long axis of the forearm. The subject stands with the upper arm extended forward horizontally, the elbow flexed 90 degrees, and the fist tightly clenched and held facing the head. (52) Lateral Femoral Epicondyle Height The vertical distance between a footrest surface and the lateral-femoral- epicondyle landmark on the outside of the right knee. The subject si_ts erect with the heels together and the weight distributed equally on both feet. (74) *Modification: This measurement was taken while the subject was seated instead of standing. Lateral Malleolus Height The vertical distance between a footrest surface and the lateral malleolus landmark on the right ankle. The subject sits erect with the heels together and the weight distributed equally on both feet. (75) *Modification: This measurement was taken while the subject was seated instead of standing. Knee Height, Seated TM The vertical distance from a footrest surface to the suprapatella landmark at the top of the right knee. The subject sits with the thighs parallel, the feet in line with the thighs, and the knees flexed 90 degrees. (73) 150 Height, Seated TM The vertical distance between a sitting surface and the top of the head. The subject sits erect with the head in the Frankfort plane. The thighs are parallel and the knees are flexed 90 degrees with the feet in line with the thighs. The measurement is made at the maximum point of quiet respiration. (93) T12 Height The vertical distance between a sitting surface and the T12 landmark of the spine. The subject sits erect looking straight ahead. The shoulders and upper arms are relaxed and the forearms and hands are extended forward horizontally with the palms facing each other. The thighs are parallel and the knees are flexed 90 degrees. The measurement is taken at the maximum point of quiet respiration. (A1) Sf Height The vertical distance between a sitting surface and the St landmark of the spine. The subject sits erect looking straight ahead. The shoulders and upper arms are relaxed and the forearms and hands are extended forward horizontally with the palms facing each other. The thighs are parallel and the knees are flexed 90 degrees. The measurement is taken at the maximum point of quiet respiration. (A2) Pelvic Depth (ASIS to PSIS) The horizontal distance between the anterior superior iliac spine and the posterior superior iliac spine landmarks. The subject sits erect looking straight ahead. (A3) Frontal Arm Beach The horizontal distance between the acromion landmark and the tip of the middle finger. The subject sits erect with the arms fully extended forward. (A4) Tragion Height The vertical distance between a sitting surface and the tragion landmark of the right ear. The subject sits erect with the head in the Frankfort plane. The shoulders and upper arms are relaxed and the forearms and hands are extended forward horizontally with the palms facing each other. The thighs are parallel and the knees are flexed 90 degrees. The measurement is taken at the maximum point of quiet respiration. (A5) Head Breadth The maximum horizontal breadth of the head above the attachment of the ears is measured. (60) 151 Head Length The distance from the glabella landmark between the browridges to the posterior point on the back of the head is measured. (62) Head Height The distance from the highest point of the head to the bottom of the chin is measured. (A6) Additional Landmarks (not measured) lnfraorbitale The undepressed skin surface point obtained by palpating the most inferior margin of the eye socket. Tragion Undepressed skin surface point obtained by palpating the most anterior margin of the cartilaginous notch just superior to the tragius. Of the ear (located at the upper edge of the external auditory meatus). 152 Standing Measurements (e) (f) Figure 71: Standing anthropometric measurements. (a) trochanteric height, (b) bispinous breadth, (c) chest depth, (d) waist circumference, (e) hip breadth, (f) forearm-hand length. 153 (a) (b) Figure 72: Standing anthropometric measurements, (a) foot breadth, (b) chest breadth. Seated Measurements llllll (a) (b) (C) Figure 73: Seated anthropometric measurements, (a) biacromial breadth, (b) hip breadth, (c) C7, T12, and S1 heights. 154 (d) Figure 74: Seated anthropometric measurements, (a) heights of the shoulder, head, and knee, (b) leg lengths, (c) ankle height, (d) forearm circumference, (e) and (f) head dimensions. 155 APPENDIX B SEAT TARGETING 156 45 mm 211$ M/lso \. fl ‘r~- 4:44., if Figure 75: Targeting of Seat A (Tan LH). 496 mm 68 mm 1 94 mm 285 mm Figure 76: Targeting of Seat 8 (Chrysler Town & Country). 157 ‘Iu‘ gamut catamaran. guaw/ A: Figure 78: Targeting of Seat D (Gray LH). 158 ”figs. 3.}... 33......3. ....s... 3- ... . I. 3‘5) .. “A. .. .... ...}. . um... ‘Irué 9.. ”1““. 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SEN .- N- N- N N- N- V- N- N>< N2. 6: .u__ .525 Banana; .025 39.33.. 3&5 W983}. 325 .0333; [Jag to. .3. E. .1 ed- .lanE.:n-.. gall cu> 5.5m .8338. 2.2 .833 x905 .2428 $6 NNNN No. NNN-Bola c_ ..z UNNI ”NNN SEN-_- REFERENCES 1) Andersson, B. J. G., Ortengren, R., Nachemson, A., Elfstrom, G., “Lumbar Disc Pressure and Myoelectric Back Muscle Activity During Sitting; IV. Studies on a Car Driver’s Seat,” Scandinavian Journal of Rehabilitation Medicine, Vol. 6, pp. 128-133, 1974. 2) Andersson, G. B. J., Ortengren, R., Nachemson, A., “lntradiskal Pressure, lntra-abdominal Pressure and Myoelectric Back Muscle Activity Related to Posture and Loading,” Clinical Orthopaedics and Related Research, No 129, pp. 156-164, 1977. 3) Lateral aspect of the ankle. [Online Image] Available http://www.bart|eby.com/107/illus441.html, August 24, 2000. Reprinted with permission. 4) ASPECT manual — program documentation, 1999. 5) ASPECT Interim Report, Task 1: Foundational Activities. 6) Bell, A. L.. 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