r 33.5%“? . . f , «gamut - «.83: 2 m3 mx._.,_...,,...x. R _ $ 2. #3:, .. 1. . _. ‘ t. .1... 3a.! .u. ”3..qu _ 3-5: #35“, 2 14.. 3. h. J t. . .15 l. i 3.2:?) .m . 13%.... 1.7... .: . L as I; I xv, . div '05! I it; :1...‘ a?» .r . .0 a .315?! 3.... In .| 3» s‘. ‘; . l... I» i ,na . 2. :4. I 5.3.4521. s.- .71: 11!.) 19.111! .‘v 1. .ix. {flammgnwaifi , ‘ Mmmmfi .Mm .me _ . . 4. .. \V . n q . . | ; i. u )5): . 44W 1&5, 1.7.5..” WIRE?! Wmfl ...1afi§ . Wit... 5 I‘d. \Uu.‘\ up“ I. h“ w.n.s.....c. r:.....«1..!k...u v!!! iithtlu, 559.95th . ,3.-. ix h... . .9 a. .T t . - $.T ’ . .3 1.20.3.” v .npa.v.\1t..l\ . :.v! .I.‘ .-A . it. E ll'flllllmllllllll 1415 0860 ‘ Illfl'illjllll‘gl “r This is to certify that the thesis entitled MEASURING THE SORPTION AND DIFFUSION OF WATER IN A MOISTURE SENSITIVE PRODUCT FOR USE IN SHELF LIFE SIMULATION presented by Patricia J. Allen has been accepted towards fulfillment of the requirements for Master Packaging degree in Major professor [fine November 4, 1994 0-7639 MS U is an Affirmative Action/Equal Opportunity Institution LIBRARY Mlchlgan State University PLACE ll RETURN BOXtomnovothbchockoum macaw. 1’0 AVOID FINES mum on or baton duo duo. DATE DUE DATE DUE DATE DUE MSU loAnAI'fldevkoonIEmd Oppomnly lmtltwon W1 MEASURING THE SORPTION AND DIFFUSION OF WATER IN A MOISTURE SENSITIVE PRODUCT FOR USE IN SHELF LIFE SIMULATION BY Patricia J. Allen A THESIS Submitted to Michigan State University in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE School of Packaging 1994 ABSTRACT MEASURING TEE SORPTION AND DIFFUSION OF WATER IN A MOISTURE SENSITIVE PRODUCT FOR USE IN SHELF LIFE SIMULATION BY Patricia J. Allen A validation of a finite difference method computer program for estimating the shelf life of a packaged moisture sensitive pharmaceutical tablet is described. The parameters required to execute this computer model include the diffusion coefficient of the pharmaceutical product and the diffusion coefficient of the blister packaging material with respect to water vapor, as well as the solubility of water vapor in the packaging material. All of these parameters were determined experimentally using a Cahn electrobalance at various relative humidity values at 25.0 degrees Celsius. In addition, the entire blister package / tablet system was monitored at two upper humidity levels for moisture gain as a function of time. The GAB (Guggenheim-Anderson-de Boer) equation was used to fit the experimental moisture sorption isotherm, data generated for the tablet. A finite difference method computer program was found to be very helpful for predicting the shelf life of a moisture sensitive product, if all of the key physical characteristics of the product and packaging material are known. Copyright by PATRICIA JEAN ALLEN 1994 Dedicated to my grandmother, Marguerite Allen, who gave me the inspiration to achieve my goals. iv ACKNOWLEDGMENTS I would like to extend my deepest appreciation for the assistance on this project from.my major professor, Dr. Ruben Hernandez. His support, commitment and insight were invaluable for the completion of this work. In addition, I want to recognize and thank all of the members of my Graduate Committee, which included Dr. Jack Giacin, Dr. Gary Burgess, and Dr. James Steffe. Each individual provided expertise and valuable input regarding the research required for this area of study. It was a privilege to work with the Center for Food and Pharmaceutical Packaging Research at Michigan State University. I am grateful for the financial support and continued interest in this project. I deeply appreciated all of the materials and information supplied by UpJohn Company, as well, for use in this research area. I also want to thank Dr. Rafael Gavara for his time, knowledge and help in preparing the electrobalance to conduct the research. In addition, I need to thank Jai Kim for his assistance in running the computer program. Finally, I would like to express my gratitude to my grandfather, Professor Stuart Allen, and my parents, Charles and Janet Allen, for their patience, love and confidence. V TABLE OF CONTENTS Page LIST OF TABLES ... ....... .......... ......... ........ viii LISTor’IGms .0.........OOOOOOOOO.......OOOOOOOOO Xiv LIBTOF swans ooooooooooooo00000000000000.0000...o Xiii INTRODUCTION 0.0.0....000............OOOOOOOOOOOOOOO 1 LITERATURE REVIEW ........ .................... ...... 3 Shelf Life of Moisture Sensitive Products ..... 3 Moisture Sorption Isotherm .................... 5 Unit Dose Blister Packaging ................... 7 Diffusion and Permeability .................... 10 Fitting Models for Sorption Isotherms ......... 13 Computer Simulation Programs .................. 16 MATERIALS AND METHODS .............................. 22 Materials ..................................... 22 MOISTURE SORPTION ISOTHERM OF TABLET .......... 24 sample Preparation ......OOOOIOOOOOOO0.0....... 24 Drying the Tablet ............................. 26 Sorption Isotherm of Blister .................. 27 I. R. Identification O00............OOOOOOOOOOO 29 Water Vapor Transmission Rate of Packaging material ......OOOOOOOOOOOOOOOOOO......OOOOOOOO 30 Moisture Gain of the Tablet and Blister Package 30 RESULTS AND DISCUSSION ........... ............. ..... 32 Tablet Sorption .... ................. . ...... ... 32 Material Sorption ............................. 33 sorption Isotherm ......OOOOOOOOOOOO0.0.0.0.... 36 Solubility of Packaging Material .............. 43 Water Vapor Transmission Rate of Materials .... 43 Diffusion Coefficient ......................... 49 Sorption Isotherm Model for the Tablet ........ 57 Calculations of Package / Product Dimensions .. 61 Other Parameters for Computer Program ......... 62 Moisture Uptake of Blister Package with Product 63 vi ERROR ANALYSIS ..................................... CONCLUBIONB 00.0.0.........OOOOOOOOOOOOOCOOO00...... Comparison Between Calculated Data and Validation Experiment ......................... RECOMMENDATIONS FOR FUTURE WORK .................... APPENDICES APPENDIX A. APPENDIX B. APPENDIX C. APPENDIX D. APPENDIX E. Program Stability Given Q Value, Input/Output Data Sheets ......... Sorption Experiment of Deltasone Tablet ........................... Sorption Experiment of PVC Film .. Sorption Experiment of Aclar Film Water Vapor Transmission Rate and Permeability of Materials ........ BIBLIOGRAPHY 0......0.0.0..........OOOOOOOOOOOOOOOOO vii 74 76 76 79 80 110 134 141 148 149 Table 1. Tablet dimensions .... ........................... 2. Dimensions of blister package .............. ..... 3. Moisture sorption isotherm data for Deltasone tablet at 25.0 ° C (Experimental and Calculated) 4. Moisture sorption isotherm data for PVC film at ZSOOOC00......OO00.0.0.0.........OOCOOOOOOOOOO 5. Moisture sorption isotherm data for Aclar film at ZSOOOC......OOOOOOOOOOOOOOOOOO......OOOOOOOOOO 6. Diffusion coefficient of tablet at R.H. conditions ..........OOOOOOOOOOOOOOOO000......... 7. Diffusion coefficient of packaging materials at ROH. conditions ......OOOOOOOOOOOOOOOO00.0.0.0... 8. Values for use in simulation model .............. 9. Moisture gain of complete blister package with tablets at 80% R.H. and 22.2 deg. C ............. 10. Moisture gain of complete blister package with tablets at 90% R.H. and 22.2 deg. C ............. 11. Summary of sorption experiments of 20 mg Deltasone tablet at ZSOOOC00.0.0.0.........OCOOOOOOOIOOO 12. Moisture sorption isotherm data for Deltasone tablet at ZSOOOC......OOOOOOOOOOOOOOO00.0.0... 13. Comparison of experimental and calculated Mvflg for tablet at 0 - 11.50% R.H. and 25.0 ° c with determination of diffusion coefficient .......... 14. Comparison of experimental and calculated MVQL for tablet at determination LIST OF TABLES 36 - 40% R.H. and 25.0 ° c with of diffusion coefficient .......... viii Page 22 23 38 4O 4O 53 57 64 66 68 110 111 112 118 Comparison of experimental and calculated Ms/M. for tablet at 40.75 - 48.80% R.H. and 25.0 (I with determination of diffusion coefficient ..... 120 Comparison of experimental and calculated Mt/M. for tablet at 60.70 - 66% R.H. and 25.0 ° c with determination of diffusion coefficient .......... 123 Comparison of experimental and calculated Mvflg for tablet at 66 - 73.40% R.H. and 25.0 ° C with determination of diffusion coefficient .......... 125 Comparison of experimental and calculated Mvflg for tablet at 72.25 - 77.75% R.H. and 25.0 c: with determination of diffusion coefficient ..... 127 Comparison of experimental and calculated Mgflg for tablet at 77.90 - 82.45% R.H. and 25.0 (2 with determination of diffusion coefficient ..... 129 Comparison of experimental and calculated Ms/MI, for tablet at 82.05 - 87.30% R.H. and 25.0 C: with determination of diffusion coefficient ..... 131 Summary of sorption experiments of PVC film at ZSOOOC OOOOOOOOOOOOO O ..... ......OOOIOOOOOOOOOOO 134 Moisture sorption isotherm data for PVC film at 25.0 ° c .............................. . ......... 134 Comparison of experimental and calculated Mgflg for PVC film at 0 - 26.90% R.H. and 25.0 ° c with determination of diffusion coefficient .......... 135 Comparison of experimental and calculated Mt/M. for PVC film at 58.20 - 77% R.H. and 25.0 ° c with determination of diffusion coefficient .......... 139 Summary of sorption experiments of Aclar film at ZSOOOC00.0.0.0.........OOOOOOOOOOO0.00.0000... 141 Moisture sorption isotherm data for Aclar film at ZSOOOCOOOOOOOO ........ .... ..... ......OOOOOOOOO 141 Comparison of experimental and calculated M /M. for Aclar film at 27.35 - 43.50% R.H. and 25.0 ° c with determination of diffusion coefficient ..... 143 Comparison of experimental and calculated Mt/M, for Aclar film at 43.50 - 58% R.H. and 25.0 ° C with determination of diffusion coefficient ..... 145 ix 29. WVTR and Permeability of blister materials at 37.78 ° c and 85% R.H. (Dish Method) ......... LIBT OF FIGURES Figure 1. Schematic of a blister cavity with thickness measurements .....0....0.......0......00000...... 2. Cahn Electrobalance and hangdown tube for sample 3. Deltasone tablet sample with foil on edge ....... 4. Schematic of electrobalance and actual system ... 5. Experimental sorption of tablet at 82.05-87.30% R.H.’ 25.00C.......................0....0....0 6. Experimental sorption of PVC film at 0 - 26.90% ROH0' 25.00C0.......0..00................0.... 7. Experimental sorption of Aclar film at 43.50-58% R.H.’ 25.00C..... .......... 0........ ..... ....0 8. Moisture sorption isotherm of 20 mg Deltasone tablet at 25.0 ° C showing Equilibrium Moisture Content (EMC) vs. relative humidity ............. 9. Moisture sorption isotherm of PVC film at 25.0 ° C showing Equilibrium Moisture Content (EMC) vs. relative humidity ............................... 10. Moisture sorption isotherm of Aclar film at Page 23 25 26 28 34 35 36 39 41 25.0 ° C showing Equilibrium Moisture Content (EMC) vs. relative humidity ................... ........ 11. WVTR of PVC film at 37.78 ° c and 85% R.H. ...... 12. WVTR of Aclar film at 37.78 ° c and 85% R.H. .... l3. WVTR of PVC/Aclar film at 37.78 ° c and 85% R.H. 42 45 46 47 14. Comparison of experimental and calculated Mt/M, for 20 mg Deltasone tablet at 72.25 - 77.75% R.H. and 25.00C....... ..... ......0 ........... ......0... 15. Diffusion coefficient of Deltasone tablet over ROH. ranges at 25.00C......................... xi 51 54 16. 17. 18. 19. 20. 21. 22. 23. 24. 25. 26. 27. 28. 29. 30. 31. Comparison of experimental and calculated Mvflg for PVC film at 58.20 - 77% 12.11. and 25.0 ° c 55 Comparison of experimental and calculated Mvflg for Aclar film at 43.50 - 58% R.H. and 25.0 °(: . 56 Plot of experimental moisture sorption isotherm and calculated GAB isotherm of 20 mg Deltasone tablet at 25.0°c. ........ . ..... 60 Moisture content of tablets in blisters at 22.2 ° C and 80% R.H. ............ . ...... . ...... . ..... .... 67 Moisture content of tablets in blisters at 22.2 ° C and 90% R.H. .................................... 69 Moisture content of tablets in blisters at 22.2 ° C and 80% R.H. for experimental and computer program data .00....00..........0.......00............00. 7o Moisture content of tablets in blisters at 22.2 ° C and 90% R.H. for experimental and computer program data 000 00000000000000000 000 000000 00 000000 0000000 71 Moisture content of tablets in blisters at 22.2 ° C and 80% R.H. for experimental and computer program data (4.5 mils thickness) ............. .......... 72 Moisture content of tablets in blisters at 22.2 ° C and 90% R.H. for experimental and computer program data (4.5 mils thickness) ....................... 73 Comparison of experimental and calculated Mvflg for tablet at 0 - 11.50% 12.11. and 25.0 ° c (SORP Bl) 113 Experimental sorption of tablet at 11.50 - 15.25% R.H.’ 25.00C (SORP BZ) ......0.....0..0....... 114 Experimental sorption of tablet at 15.75 - 23.20% R.H.' 25.00C (SORP Cl) .......0...0........... 115 Experimental tablet weight gain at 23.20 - 27% 12.11., 25.0°c (SORP 02) 116 Experimental sorption of tablet at 27.50 - 34.50% 12.11., 25.0°c (SORP C3a) 117 Comparison of experimental and calculated Mvflg for tablet at 36 - 40% R.H. and 25.0 ° C (SORP C3b) 119 Comparison of experimental and calculated Mt/M. for tablet at 40.75-48.80% R.H. and 25.0 ° C (SORP C5) 121 xii 32. 33. 34. 35. 36. 37. 38. 39. 40. 41. 42. 43. 44. 45. 46. Experimental sorption of tablet at 48.85 - 60.35% R.H.' 25.00C (SORP 6C) ......0.00.0.0...0..... Comparison of experimental and calculated Mt/M_ for tablet at 60.70 - 66% R.H. and 25.0 ° c (SORP 7Ca) Comparison of experimental and calculated Mt/M. for tablet at 66 - 73.40% R.H. and 25.0 ° c (SORP 7Cb) Experimental sorption of tablet at 72.25 - 77.75% R.H.' 25.00C (SORP C8) .............0..0.0...0 Comparison of experimental and calculated Mt/M, for tablet at 77.90-82.45% R.H. and 25.0 ° c (SORP C9) Comparison of experimental and calculated Mt/M. for tablet at 82.05-87.30% R.H. and 25.0 ° c (SORP 10) Experimental sorption of tablet at 86.70 - 91.70% R.“.’ 25.00C (SORP 13) ......0........0.0..0.0 Comparison of experimental and calculated Mt/M. for PVC film at 0 - 26.90% R.H. and 25.0 ° c (SORP P1) Experimental sorption of PVC film at 26.65-43.50% R.H0’ 25.00C (SORP P2) ......0...0.0.0.0.00000 Experimental sorption of PVC film at 43.50-58.20% R.H.' 25.00C (SORP P3) .......0.0..0.0...00.0. Experimental sorption of PVC film at 58.20-77% R.H., 25.0 °c: (SORP P4) ....................... Experimental sorption of Aclar film at 0 - 27.35% ROH0' 25.00C (SORP L2) .....0000000.000.000000 Comparison of experimental and calculated Mt/M. for 122 124 126 128 130 132 133 136 137 138 140 142 Aclar film at 27.35-43.50% R.H., 25.0 ° c (SORP L4) 144 Experimental sorption of Aclar film at 43.50 - 58% R.H., 25.0 °c: (SORP L6) ....................... Experimental sorption of Aclar film at 58 - 74.45% R.H., 25.0 °c: (SORP L7) ....................... xiii 146 147 ??’ F u. O'U’U‘ni N %O 31:13 O 353px§gg ...: gsnlz o 2015 O ?LPJQ§“° F ngfl (I) LIST OF SYMBOLS Surface area Water activity Absolute humidity Weight of filled blister package at time (t) Statistical parameter for isotherm description Statistical parameter for isotherm description Weight of empty blister package at time (t) Guggenheim constant Critical Moisture Content Water concentration in air at saturation Diffusion coefficient Package diffusion coefficient Tablet diffusion coefficient Weight of water transferred across film Change in time Equilibrium Moisture Content Experimental Guggenheim-Anderson-de Boer Henry's Law Constant Total heat of sorption of first layer on primary sites Total heat of sorption of multilayers Heat of condensation of pure water vapor Initial Moisture Content Factor or slope Average plastic film or product thickness Tablet weight gain at time (t) Final tablet weight gain Moisture content Number of experimental data points in isotherm Permeability Water vapor pressure outside film Water vapor pressure inside film Polyvinyl chloride Water vapor pressure of product Laminate permeability Blister radius Tablet radius Relative humidity radius Root mean square Solubility coefficient Temperature xiv .5 \ N <5onn q ... do .0 0 gags: 48 0195cm1) Fh 47 0.04 0.03 1- Weight Gain (grams) 9 8 0.01 — 0 4 l l l 0 10 20 30 40 TIME (days) + Sample 1 ... Sample 2 Figure 13. WVTR of PVC/Aclar film at 37.78 ° C and 85% 12.11. (calc (expe resu' P. i tote PVC aqre 8&2; exte 48 (calculated) and 0.1616 g/m2 day (average experimental). In addition, a comparison of the permeability (experimental) for the laminate blister material and the calculated permeability was determined. Eq. (13) provided the results of the permeability for the total laminate. P1 = LT / ((LPVC / PPVC) + (LAclsr / PAclsr)) (13) P1 is the permeability for the total film structure, 1..Y is the total thickness of the laminate, an is the thickness of the PVC sample, L is the thickness of the Aclar, and th and Acler P are the permeability values for the PVC and the Aclar, Aclar respectively. Permeability is calculated from the following equation. Experimental permeability (average) was found to be 0.0348 g mil/m2 day mmHg and the comparative calculated permeability was 0.0364 g mil/m2 day mmHg showing outstanding agreement of the laminate structure. P=WVTR*L/Ap (14) P is the permeability, L is the thickness of the material sample and ap is the change in pressure of the internal and external environment of the film. Permeability may also be expressed using other variables as noted below. p=o*s (15) 49 D is the diffusion coefficient and S is the solubility coefficient. It was critical to show the correlation between the calculated WVTR and permeability of the laminate and the experimental WVTR and permeability values for the laminate. This helped to verify that separation of the composite film into PVC and Aclar layers can yield expected and accurate results for most film characteristics. Diffusion Coefficient The diffusion coefficients for water vapor through both the Deltasone pharmaceutical tablet and the packaging films need to be determined as a parameter in the finite difference method computer program (Kim, 1992). For the circular plate shaped pharmaceutical product, the diffusion coefficient is described by the following expression D = 0.049 L2 / 1:1,2 (16) where L is the average thickness of the tablet (cm) and tvz (seconds) is half the time required for Mt/M. to reach the equilibrium steady state condition at any given relative humidity value. It is important to discuss the procedure used to calculate the diffusion coefficient for the tablet, as well as the packaging materials. The diffusion coefficient takes into 50 account the t1/2 value as seen from Eq. (16) . T1/2' the time required to reach one half of the steady state, was difficult to identify exactly. Therefore, several t1,2 values were analyzed to produce several D values. Based on Eq. (17), various curves of M/M. were generated using the different tablet diffusion coefficients. At any given relative humidity range, the experimental Mt/M_ vs. time was compared to the calculated Mt/M_ vs. time using a least squares method. This method involved taking the sum of the differences squared for the Mt/M. values (calculated and experimental). The diffusion coefficient which provided for the least sum was used as the result for a particular humidity level (see Appendix B). Product diffusion is a required component of the shelf life model. This process should improve the accuracy for the determination of the diffusion coefficient. The mass uptake of a flat specimen surrounded by a sorbate at constant concentration is given by the following equation (Crank, 1975). Mt/M. = 1--8/1r2 [exp (-D 1r2 t/L’) + 1/9 exp (-9 D 11’ t/L’)] (17) This equation allows a comparison between the calculated Mt/M. values and the experimental Mt/M. values. Figure 14 presents a comparison of the calculated and experimental moisture uptake curves for the Deltasone tablet. It is evident from the two curves that the agreement is excellent for the experimental and calculated data. 51 1.2 Mt / Minf. 0 1 1 1 0 5 10 15 20 TIME (hours) . Experimental __Calculated Figure 14. Comparison of experimental and calculated Mt/M. for 20 mg Deltasone tablet at 72.25 - 77.75% R.H. and 25.0 ° c The values for the diffusion coefficient which were calculated for the Deltasone tablet had some degree of variability across the different humidity levels. This variability may have been caused by the change in environmental conditions (relative humidity). Based on the 52 calculation for the diffusion coefficient, the t“? value is the only variable which can fluctuate with the humidity as the average thickness of the tablet remains constant. Therefore, the time required to obtain half of the steady state condition varied with the R.H. in this instance. Diffusion coefficient results extended through the range of 0.603 E -06 cmz/sec. at 40.75 - 48.80% R.H. to 1.62 E ~06.Cm’/seC. at 66 - 73.40% R.H. The standard deviation was found to be 3.30 E -07 cmz/sec. Table 6 summarizes the values for the diffusion coefficient of water at various relative humidity levels. Figure 15 shows the graphical presentation of the tablet diffusion coefficient and the relative humidity. It is evident that there is no trend in the data. For the tablet, the average diffusion coefficient value was used in the shelf life computer program. Equation (16) was used to compute D for the film samples and the tablet. Figure 16 and Figure 17 demonstrate the same concept for the packaging materials as Figure 14 showed for the tablet comparison (see Appendices C and D). Again, the experimental and calculated moisture uptake profiles are very similar. Many of the points coincide graphically. These figures are shown below; Table 7 lists the diffusion coefficients of water for the PVC film sample and the Aclar film sample at two relative humidity ranges. When.a laminate is composed of two layers of thickness in series, L1 and L2, and two diffusion coefficients, D1 and D2, the effective diffusion coefficient, D, is given by the 53 following equation (Crank, 1975). (111/01) + (Lg/Dz) = (L1+L2) /0 (18) This equation can also be written as shown in Eq. (19). D = (L1 4' 17) / ((L1/’I%) + (Lg/’15)) (3» The effective diffusion coefficient was used in the shelf life computer program and was calculated to be 2.0 E —09 cmz/sec. Table 6. Diffusion coefficient of tablet at R.H. conditions. Relative Humidity (%) Diffusion Coefficient l (cm3/sec.) 0 - 11.50 1.22 E -06 36 - 40 0.85 E -06 I 40.75 - 48.80 0.603 E -06 l 60.70 - 66 1.26 E -06 I 66 - 73.40 1.62 E -06 72.25 - 77.75 1.27 E -06 I 77.90 - 82.45 1.60 E ~06 ‘fl82.05 - 87.30 (0.996 E s, - “9% __ __ _1°__9____ Standard Deviation 3.30 E -07 54 1.5 L Millionths (.3 I Diffusion Coefficient (sq. cm/sec.) 5.75 38 44.78 63.35 69.7 75 80.18 84.68 Relative Humidity (%) Figure 15. Diffusion coefficient of Deltasone tablet over R.H. ranges at 25.0 ° C 55 1.2 Mt/ Minf. oi . . 1 . 0 5 10 15 20 25 TIME (hours) I Experimental _Calculated Figure 16. Comparison of experimental and calculated Mt/M. for we film at 58.20 - 77% R.H. and 25.0 ° c 56 1.2 Mt/ Minf. o 1 1 1 1 0 1 2 3 4 5 TIME (hours) . Experimental _Calculated Figure 17. Comparison of experimental and calculated Mt/M. for Aclar film at 43.50 - 58% R.H. and 25.0 ° C 57 Table 7. Diffusion coefficient of packaging materials at R.H. conditions PVC Film - 7.5 mils ; Relative humidity (%) Diffusion Coefficient I 0 - 26.90 Average 7 5.04 E -09 Aclar Film - 1.6 mils I 27.35 - 43.50 3.36 E -10 I _- Borption Isotherm Model for the Tablet The GAB (Guggenheim-Anderson-de Boer) sorption isotherm model was used to fit the experimental isotherm data of the tablet obtained in the present study. The equation is given in Eq. (20) (Bizot, 1991). W/Wm=CkAu/ (l-kA') (1-kAH-l-CkAH) (20) A“ is water activity, W is water content on a dry basis” “5 is water content corresponding to saturation of all primary adsorption sites by one water molecule (previously called the monolayer in BET theory), C is the Guggenheim constant.= c'exp 58 (H1 - H.)/R T, Hq is total heat of sorption of the multilayers (which is different from the heat of condensation of pure water), H. is total heat of sorption of the first layer on primary sites, k is a factor correcting properties of the multilayer molecules with respect to the bulk liquid [k = k'exp (I111 - Hq)/R T], and H1 is the heat of condensation of pure water vapor. This GAB model has been reported as a very good model for fitting sorption isotherms over a range of water activities. It also provides a means to evaluate the amount of water tightly bound by the primary adsorption sites (fig). Equation (20) can also be written in the following manner A/W = 01A“2 + 3A,, + y (21) where a = k / Wm [l/C - 1] (22) fi=1/W,.[1-2/C] (m) y = 1 / Wu C k (24) and a regression (quadratic) can be conducted on experimental numbers. From Eq. (23) wm=1/8[1-2/c1 (25) and combining Eq. (22) and Eq. (23) gives the following equation. 59 a = k B / [1 7 2/C] [1/c ' 1] (26) Eq. (24) and Eq. (25) provided 7 = 3 / [1 - 2/C] c k (27) which simplified to Eq. (28). k = 8 / y [c - 2] (28) From Eq. (26) and Eq. (28), Eq. (29) is defined. a = 3’ (1 ' C) / Y (C ’ 2) (C ’ 2) (29) The constants (GAB) were calculated to be a = -1.79 8 = 1.922 y = 0.064 and can be used in the above computations. The constants (a, B, and 7) were figured using matrices which consisted of combinations of X, X1, X3, X5,‘Y, XY, X’Y, and N. X was the summation of experimental A", ‘Y was the summation of experimental A/EMC, and N was the number of experimental points. A plot of the experimental moisture sorption isotherm against the GAB model produced a very good fit of the two curves. This plot is found in Figure 18. The quality of the fit can.be analyzed from the result of 60 w I EMC (3 water/ 100 g dry product) 1—1 N 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Aw . Experimental _ Calculated (GAB) Figure 18. Plot of experimental moisture sorption isotherm and calculated GAB isotherm of 20 mg Deltasone tablet at 25.0 ° c the relative percent root mean square (% RMS) % RMS = I [2 (WII - wi*/wi)2 / N] x 100 (30) where N is the number of experimental points, W1 is the experimental water content, and w; is the calculated water 61 content (Bizot, 1991). The RMS was calculated to be 11.11%, which verifies the strength of the fit for the experimental and calculated data. Calculations of Package / Product Dimensions There are four additional parameters of the packaging material and the pharmaceutical product which must be determined. They include the surface area of the tablet, the volume of the tablet, the surface area of the blister package, and the inner volume of the blister package. The surface area of the Deltasone tablet (A1) is found by .A ==2 x R; (30 where R' is the radius of the tablet. Likewise, the volume of the pharmaceutical tablet (V}) is deduced from the following equation. V, = (1r 12,2) (1",) (:2) I} is the tablet thickness. The surface area of the blister package (A?) is as follows 15 ==n'rgz + 2 1'19 TP (1» where R, is the radius of the blister, and TP is the height of 62 the blister package. Lastly, the inner volume of the blister package (v;) has the following calculation. VP==”I%2 T9 0“) For this project, the permeable blister package area did not include the aluminum foil backing, as it would be impermeable to moisture. Other Parameters for Computer Program The absolute humidity (A.H.) is a necessary component for the finite difference computer model since the driving of water is based on the absolute concentration of water through the system. The absolute humidity can be located from a psychrometric chart at saturation temperature. c = 11.11. / 1.5829 '1' (35) Slt C is the concentration of water in the air at saturation sat (gram / ml) and T is in ° R. Henry's Law Constant needed to be determined as well using different units as those described by Eq. (9) with the following equation. CE (39 63 ML is Henry's constant (9 HZO/cm’ polymer) / (g HZO/cm’ air) and is dependent on packaging material and temperature. CLE is the concentration of absorbed water vapor on the outer surface of the package (constant). (M is the concentration of water vapor outside the package (constant). Table 8 lists all of the experimental values which were used in this finite difference simulation computer model. Moisture Uptake of Blister Package with Product Over a several week period, the water uptake of the total 10 cavity blister package with tablets was monitored. Five samples were contained in an 80% R.H. condition, and five were also stored in a 90% R.H. condition at 22.2 ° C. Each container also held one empty 10 cavity blister package in order to factor in the moisture sorption of the packaging material alone. The percent moisture content of an individual tablet was calculated with the following equation M.C. = [((a-b) /10) / (W)] * 100 (37) where W is the dry weight of the tablet, "a" is the weight of the filled blister package at any timepoint, and "b" is the weight of the empty blister package at the same timepoint. The results of this portion of the study are presented in Table 9 (80% R.H. level) and Table 10 (90% R.H. level), respectively. Graphical presentations are shown in Figures 64 Table 8. Values for use in simulation model I Variable Value Reference l E l Temperature (T) 25.0 ° Celsius' Given Storage Relative 80%, 90% Given Humidity (R.H.) Absolute Humidity 0.0163, 0.0183 Equation (35) (A.H.) g HEO/g Air 1 Package Diffusion 0.02 E -07 Equation (19) Coefficient (DL) cmz/sec. Henry's Law 125.12 Equation (36) Constant (H1) Package Thickness 0.023, 0.0114 cm Measured (L) Blister Surface 3.78 Cm2 Equation (33) Area (A,) Blister Volume 0.80 cm’ Equation (34) (V5) Number of Package 5 Selected Layers (L) I Tablet Diffusion 0.1179 E -05 Equation (16) Coefficient (DR) cmz /sec. Initial Moisture 0.0001 0 H4) Estimated Content (INC) 100 g dry product Critical Moisture ____2‘Q_g_figl____ Selected Content (CMC) 100 g dry product Dry Tablet Weight 0.4077 9 Measured (W) Tablet Radius (Ra 0.50 cm Measured Tablet Thickness 0.392 cm Measured ( T1) G.A.B. Constant a -1.79 Equation (22) G.A.B. Constant 8 1.922 Equation (23) G.A.B. Constant 7 0.064 Equation (24) Number of Shells 5 Selected (U) * HL has units of (g H20/cm’ PKG) / (g HZO/cm’ Air) 65 19 and 20. Tables 9 and 10 give the moisture gain for each of the five sample blister packages and.the empty control sample over time for each environmental condition. The average moisture gain and standard deviation of these packages are also provided. The average moisture content per tablet calculated using Eq. (37) is tabulated and plotted. It is apparent from the standard deviation that there is variability among the samples for moisture uptake. All blister packs did show a steady increase in mass over the duration. Figure 21 and Figure 22 compare the experimental packaged tablet moisture content curves with the curves generated by the shelf life simulation model using a finite difference method at 80 and 90% R.H., respectively. For these figures, the blister laminate thickness used in the computer program was 9.1 mils, which was the thickness of the flat sheet material. In addition, the program was tested with a package thickness of 4.5 mils, which was the measured value for the formed blister. The comparative results are available in Figures 23 and.24. 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Amfinuvv mumanma 0H nuH3 muamasm umumHHm >HH>00 0H no case musumfioz o .606 ~.- one .m.m woo um mumannu saws 000x000 HmumHHn mumamfioo mo Capo musumwoz .0H manna 69 L5 ..a Moisture Content (%) ;> M Figure 20. l l l I 10 20 30 40 IHNHEOMMTS) Moisture content of tablets in blisters at 22.2 ° c and 90% 12.11. 50 70 I“ tn l Moisture Content (%) 05 0 1 1 1 J 0 10 20 30 40 50 Tflhflifiwwhfl s Experimental _ Computer Program Figure 21. Moisture content of tablets in blisters at 22.2 ° C and 80% R.H. for experimental and computer program data 71 I" M Moisture Content (%) ...L 9’ UI 0 1 1 1 1 0 10 20 30 40 50 quHEOMflfls) I Experimental __ Computer Program Figure 22. Moisture content of tablets in blisters at 22.2 ° C and 90% R.H. for experimental and computer program data 72 I" tn Moisture Content (%) .° VI 0 1 1 L 1 0 10 20 30 40 50 TIME (weeks) I Experimental _ Computer Program Figure 23. Moisture content of tablets in blisters at 22.2 ° C and 80% R.H. for experimental and computer program data (4.5 mils thickness) 73 p v: N Moisture Content (%) ...: 'JI 1 05 0 1 1 1 1 0 10 20 30 40 50 Tlhfl30mufls) I Experimental _ Computer Program Figure 24. Moisture content of tablets in blisters at 22.2 ° C and 90% R.H. for experimental and computer program data (4.5 mils thickness) ERROR ANALYSIS Throughout the process of performing this research-based project, there were many opportunities to introduce both operator and machine error. Errors are possible even in the most controlled situations. For example, the relative humidity produced within the hangdown tube of the electrobalance, where the sample was located, was dependent on both the humidity sensors (hygrosensors) and the hygrometer unit used. The hygrometer and hygrosensors had been calibrated, but there may have been some error of approximately +/- 1%. Secondly, there were a few instances when the light in the chamber where the hangdown tube was located was left on causing a potential temperature fluctuation of +/- 1-2 ° C. This increased.heat.in the chamber could.have resulted in some changes in the tablet weight gain during the creation of the sorption isotherm. The extra heat in the chamber decreased the relative humidity for a short period of time. Another error in relative humidity could have occurred inside of the five gallon buckets containing the salt solutions. Therefore, there could be a greater or lesser weight gain over time due to this inaccuracy of about 4-5%. Also, temperature variations could have existed in the storage 74 75 location of +/- 2-3 ° C. It is uncertain whether or not the Deltasone pharmaceutical tablet was thoroughly dried to 0% moisture content at the onset of this experiment. However, initial desorption studies showed that the product had reached equilibrium during the nitrogen flush. Lastly, calibration of the electrobalance could have been inaccurately performed with the calibration weights. This calibration occurs before the sample product is put into the hangdown tube. Calibration weights are placed in the sample dish for a specified period of time for the process to take place. CONCLUSIONS Comparison Between Calculated Data and Validation Experiment A finite difference computer program for shelf life simulation calculated the shelf life of the 20 mg Deltasone tablet packaged in such a way as described in this research project, using the values in Table 8. This simulation program estimated the shelf life to be 10,010 hours (417 days) under the conditions of 25.0 ° C and 90% R.H. for a package thickness of 9.1 mils. This translates into a shelf life value of nearly 60 weeks. The finite difference program showed that at 25.0 ° C and 80% R.H., the product would not reach the critical moisture content of 2.0 g H20/100 g dry product from an initial moisture content of 0.0001 g H20/100 g dry product. This occurs since the equilibrium moisture content at 80% R.H. is less than 2.0 g H20/100 g dry product from the sorption isotherm in Figure 18. For this case, the maximum value for the moisture content came out to be 1.5477 g H20/100 g dry product at 9,200 hours (383 days). Through several trials using the model, it was evident that the value -of the dimensionless constants, Q and G, played a key role in the stability of the computational process (see Appendix A). When compared to the experimental blister packages which 76 77 were stored at 80% R.H., the program agreed quite well with the data, when the packaging film thickness used was 9.1 mils. For example, when the EMC reached 0.6412 g H20/100 g dry product, the shelf life was calculated to be 6.6 weeks from the finite difference program. The experimental data of the packaged product found the shelf life to be 6.6 weeks at a moisture content of 0.64 g H20/100 g dry product. This can be seen in Figure 21. In addition, the 90% R.H. condition had satisfactory agreement with the shelf life simulation model, when using a value for the package thickness of 9.1 mils. This program computed a shelf life of 13.9 weeks at an EMC of 1.1321 g H20/100 g dry product. Experimental data at 90% R.H. revealed a shelf life of 13.9 weeks at 1.1023 g 1120/100 g dry product- Also, this is expressed in Figure 22. The input/output results of the computer program with all of the data can be found in Appendix A. It was found.that the formed.blister structure of PVC and Aclar had a package thickness close to 4.5 mils, as seen in Figure 1. An assumption was made that the two laminated materials are proportionally formed during the blister manufacturing process in relation to the original unformed film sheet (9.1 mils). At this value of 4.5 mils, the finite difference program computed changes in moisture content over time which far exceeded the experimental data. This deviation became more pronounced with an increase in time. There could be several reasons for these results. The relative humidity in the buckets could have been decreasing over time causing 78 less moisture to be gained in later weeks. 0n the other hand, this computer program for the prediction of shelf life may be overestimating the moisture content _. of this product. In addition, this program was designed for single layer packaging materials. RECOMMENDATIONS FOR FUTURE WORK A recommendation for future work in this area of mathematical modeling and shelf life prediction for packaged food and pharmaceutical products would include some research into a program which could evaluate multi-layer packaging films. In addition, another interesting project for further development would be an expansion of the shelf life program using the finite difference method to analyze other packaging containers. Currently, the focus of this model is blister packaging, but could possibly also involve bottles with closures and bulk materials, such as boxes or lined fiber drums. This type of predictive model could have value for the pharmaceutical industry as various package configurations need to be considered. Ideally, a program with the capabilities to advise on product quantity per container based on product size, available headspace and product characteristics would be a useful tool. Another addition to a shelf life model might be the incorporation of oxygen transmission rates through a package component, which can also cause product degradation. A program which integrates all environmental conditions surrounding a product/package system would have great benefit. 79 APPENDICES APPENDIX A APPENDIX A Program Stability Given Q Value, Input/Output Data Sheets This finite difference computer program uses a number of dimensionless constants as part of the computation of the shelf life. The dimensionless constant, Q, was of particular interest while running various trials with this model. According to Kim (1992), Q is used to solve the diffusion equation of the packaging material to moisture. In any application of this program, Q must be less than 0.5 in order to avoid a negative concentration value using (1-2Q). Q is also dependent on the geometry of the product under investigation. With the data generated for this project, Q needed to be determined by trial and error as to the optimum value for use. It was found that an appropriate Q constant for the data was between 0.001 and 0.00142. It was apparent that as the critical moisture content increased, Q needed toidecrease. In addition, Q affects G, another dimensionless constant, which must be less than 0.3 for purposes of numerical stability (Kim, 1992). All input and output data used from the computer program are found in the following section. 80 81. computer Program Input/Output Data All data are checked successfully !!! Re-check all data entered Temperature of storage environment incelsius -25.00 Relative humidity of storage environment in % -80.00 Absolute humidity of storage environment ingfl20/gAir -.0163 Diffusion coefficient of packaging materialin 10“-7 cm‘2/sec -0.020 Henry constant of packaging material in(gH20/cm“3 PKG)/(9H20/cm‘3 Air) - 125.12 000 Thickness of packaging material in cm - 0.01140 Surface area of packaging material in cm‘2 - 3.78000 Volume of packaging material in cm‘3 - 0.80000 Diffusion coefficient of product in lO‘-5cm‘2/sec - 0.11790 Initial moisture content in gHZO/lOOg dryproduct -0.00 Critical moisture content in gMZO/IOOg dryproduct -2.00 Dry weight of product in g - 0.40770 Chemical reaction rate - 0.0 Chemical reaction order - 0.0 Aw/M--.l79OE+Ol Au‘z + 0.19222+01 Aw+ 0.64OOE-Ol Radius of product in cm - 0.50000 Thickness of product (Only Plate shape) incm - 0.39200 Hit any key to continue ..... Concentration of outside environment (CE) - 0.01534 g/L Concentration of outside surface of PKGtCLE) - 1.91945 g/L Concentration of inside surface of PKGtCLH) - 0.00002 g/L Concentration of headspace (CH) - 0.00000 g/L Concentration of outside surface of product(CRM) - 0.00132 g/L Q-0.l4ZOE-02 s-o.1szos-oz A1-0.18228-04 Bl-O.l9OZE-03 S-0.l9BlE+Ol x-o.9ooor+03 - 7 Enter the number of time to caleulateconcentrations at once. (NOTICE 3!! It must be over 200 and be times of 200) 82 (Plate Shape) Each step is 152000. steps (83.6379hrs) <0 of the divided shell of product is 5 01.8 01.1 01.2 01.3 01.4 01.11 011 Meg CRH CR1 CR2 CR3 CR4 CRC GAIN '1‘ IKE (h :3) 1.9194 1.6483 1.3771 1.1060 0.8349 0.5639 0.2930 0.0222 0.0002 0.1134 1.5014 1.4755 1.4560 1.4430 1.4366 1.4366 0.1100 83.6379 1.9194 1.6535 1.3877 1.1219 0.8562 0.5906 0.3252 0.0600 0.0005 0.2253 2.9841 2.9587 2.9397 2.9270 2.9206 2.9206 0.2220 167.2758 1.9194 1.6635 1.4076 1.1518 0.8962 0.6409 0.3858 0.1312 0.0010 0.3340 4.4225 4.3981 4.3799 4.3677 4.3616 4.3616 0.3307 250.9138 1.9194 1.6827 1.4460 1.2096 0.9736 0.7380 0.5030 0.2686 0.0021 0.4361 5.7747 5.7523 5.7355 5.7243 5.7186 5.7186 0.4331 334.5517 1.9194 1.7114 1.5036 1.2960 1.0888 0.8822 0.6763 0.4713 0.0038 0.5274 6.9836 6.9640 6.9493 6.9395 6.9346 6.9346 0.5248 418.1896 1.9194 1.7402 1.5612 1.3823 1.2039 1.0259 0.8485 0.6719 0.0054 0.6063 8.0291 8.0122 7.9996 7.9911 7.9869 7.9869 0.6041 501.8275 1.9194 1.7638 1.6083 1.4530 1.2980 1.1434 0.9892 0.8356 0.0067 0.6746 8.9334 8.9187 8.9077 8.9004 8.8967 8.8967 0.6727 585.4654 1.9194 1.7824 1.6455 1.5087 1.3721 1.2359 1.1000 0.9646 0.0077 0.7344 9.7256 9.7127 9.7030 9.6965 9.6933 9.6933 0.7327 669.1033 1.9194 1.7972 1.6750 1.5530 1.4311 1.3095 1.1881 1.0672 0.0085 0.7876 10.4292 10.4177 10.4090 10.4032 10.4003 10.4003 0.7860 752.7413 1.9194 1.8092 1.6990 1.5889 1.4789 1.3692 1.2597 1.1505 0.0092 0.8353 11.0615 11.0510 11.0432 11.0380 11.0354 11.0354 0.8339 836.3792 1.9194 1.8191 1.7188 1.6186 1.5185 1.4186 1.3189 1.2195 0.0097 0.8786 11.6351 11.6256 11.6184 11.6137 11.6113 11.6113 0.8774 920.0171 1.9194 1.8275 1.7355 1.6437 1.5519 1.4603 1.3688 1.2776 0.0102 0.9182 12.1596 12.1509 12.1443 12.1399 12.1378 12.1378 0.9171 1003.6550 1.9194 1.8346 1.7498 1.6651 1.5804 1.4959 1.4115 1.3273 0.0106 0.9547 12.6424 12.6343 12.6283 12.6242 12.6222 12.6222 0.9536 1087.2930 1.9194 1.8408 1.7622 1.6836 1.6051 1.5267 1.4485 1.3704 0.0110 0.9884 13.0892 13.0817 13.0761 13.0724 13.0705 13.0705 0.9874 1170.9308 1.9194 1.8462 l.7730 1.6998 1.6267 1.5537 1.4808 1.4081 0.0113 1.0198 13.5046 13.4976 13.4924 13.4889 13.4872 13.4872 1.0189 1254.5687 1.9194 1.8510 1.7825 1.7141 1.6458 1.5775 1.5094 1.4414 0.0115 1.0491 13.8924 13.8859 13.8810 13.8778 13.8762 13.8762 1.0482 1338.206? 1.9l94 1.8552 1.7911 1.7269 1.6628 1.5988 1.5349 1.4710 0.0ll8 1.0765 14.2557 14.2496 14.2450 14.2420 14.2405 14.2405 1.0757 1421.8446 1.9194 1.8591 1.7987 1.7384 1.6781 1.6178 1.5577 1.4977 0.0120 1.1023 14.5971 1.9194 0.0122 14.9187 1.9194 0.0123 15.2223 1.9194 0.0125 15.5097 1.9194 0.0126 15.7822 1.9194 0.0128 16.0409 1.9194 0.0129 16.2870 1.9194 0.0130 16.5215 1.9194 0.0131 16.7451 1.9194 0.0132 16.9587 1.9194 0.0133 17.1628 1.9194 0.0134 17.3582 1.9194 0.0135 17.5453 1.9194 0.0136 17.7246 1.9194 0.0136 17.8967 1.9194 0.0137 18.0620 1.9194 0.0138 18.2208 1.9194 0.0138 18.3734 1.9194 0.0139 18.5203 1.9194 0.0139 18.6617 1.9194 0.0140 .5913 .8625 .1266 .9132 .8656 .1495 .2172 .8685 .1712 .5048 .8711 .1918 .7775 .8735 .2113 .0365 .8757 .2299 .2829 .8778 .2476 .5175 .8797 .2645 .7413 .8815 .2806 .9550 .8831 .2961 .1593 .8847 .3108 .3548 .8861 .3249 .5421 .8875 .3385 .7216 .8888 .3515 .8938 .8900 .3640 .0592 .8911 .3759 .2181 .8922 .3875 .3708 .8933 .3986 .5178 .8942 .4092 .6593 .8952 .4195 .5870 .8056 .9092 .8118 .2134 .8175 .5012 .8228 .7741 .8276 .0333 .8320 .2798 .8361 .5146 .8399 .7385 .8435 .9523 .8468 .1567 .8499 .3524 .8528 .5397 .8556 .7193 .8581 .8916 .8606 .0571 .8629 .2161 .8650 .3689 .5159 .8690 .6575 .8709 14.5841 1.7487 14.9065 1.7581 15.2108 1.7666 15.4988 1.7745 15.7718 1.7817 16.0311 1.7883 16.2777 1.7945 16.5126 1.8002 16.7366 1.8055 16.9505 1.8105 17.1550 1.8152 17.3507 1.8195 17.5381 1.8236 17.7178 1.8275 17.8902 1.8311 18.0557 1.8346 18.2147 1.8378 18.3676 1.8409 18.5147 1.8438 18.6563 1.8466 £33 14.5827 1.6918 14.9051 1.7043 15.2095 1.7157 15.4976 1.7262 15.7706 1.7358 16.0300 1.7447 16.2766 1.7529 16.5116 1.7605 16.7357 1.7676 16.9496 1.7742 17.1542 1.7804 17.3499 1.7863 17.5373 1.7917 17.7170 1.7969 17.8894 1.8017 18.0550 1.8063 18.2140 1.8106 18.3669 1.8147 18.5141 1.8186 18.6557 1.8223 14.5827 1.6351 14.9051 1.6507 15.2095 1.6649 15.4976 1.6780 15.7706 1.6900 16.0300 1.7010 16.2766 1.7113 16.5116 1.7208 16.7357 1.7297 16.9496 1.7380 17.1542 1.7457 17.3499 1.7530 17.5373 1.7598 17.7170 1.7663 17.8894 1.7723 18.0550 1.7780 18.2140 1.7835 18.3669 1.7886 18.5141 1.7934 18.6557 1.7981 1.1015 1.5783 1.1259 1.5971 1.1488 1.6141 1.1706 1.6298 1.1912 1.6442 1.2108 1.6575 1.2294 1.6698 1.2471 1.6812 1.2640 1.6918 1.2802 1.7018 1.2956 1.7111 1.3104 1.7198 1.3245 1.7280 1.3381 1.7357 1.3511 1.7430 1.3636 1.7498 1.3756 1.7563 1.3871 1.7625 1.3982 1.7683 1.4089 1.7738 1505.4825 1.5217 1589.1204 1.5435 1672.7583 1.5634 1756.3962 1.5817 1840.0342 1.5985 1923.6721 1.6139 2007.3101 1.6283 2090.9480 1.6416 2174.5859 1.6540 2258.2236 1.6656 2341.8616 1.6764 2425.4995 1.6866 2509.1375 1.6962 2592.7754 1.7052 2676.4133 1.7136 2760.0510 1.7216 2843.6892 1.7292 2927.3269 1.7364 3010.9651 1.7432 3094.6028 1.7496 18.7979 1.9194 0.0140 18.9291 1.9194 0.0141 19.0557 1.9194 0.0141 19.1777 1.9194 0.0142 19.2955 1.9194 0.0142 19.4092 1.9194 0.0142 19.5190 1.9194 0.0143 19.6252 1.9194 0.0143 19.7277 1.9194 0.0144 19.8269 1.9194 0.0144 19.9228 1.9194 0.0144 20.0156 1.9194 0.0144 20.1054 1.9194 0.0145 20.1923 1.9194 0.0145 20.2764 1.9194 0.0145 20.3579 1.9194 0.0146 20.4369 1.9194 0.0146 20.5134 1.9194 0.0146 20.5876 1.9194 0.0146 20.6595 1.9194 0.0146 18.7956 1.8960 1.4294 18.9269 1.8969 1.4390 19.0535 1.8977 1.4482 19.1756 1.8984 1.4571 19.2935 1.8991 1.4657 19.4073 1.8998 1.4740 19.5172 1.9005 1.4820 19.6233 1.9011 1.4897 19.7260 1.9017 1.4972 19.8252 1.9023 1.5045 19.9211 1.9029 1.5115 20.0140 1.9034 1.5183 20.1038 1.9039 1.5248 20.1908 1.9044 1.5312 20.2750 1.9049 1.5373 20.3566 1.9053 1.5433 20.4356 1.9058 1.5491 20.5121 1.9062 1.5547 20.5863 1.9066 1.5601 20.6583 1.9070 1.5654 18.7938 1.8726 18.9252 1.8743 19.0519 1.8759 19.1741 1.8774 19.2920 1.8788 19.4058 1.8802 19.5158 1.8816 19.6220 1.8828 19.7247 1.8840 19.8239 1.8852 19.9199 1.8863 20.0128 1.8874 20.1027 1.8884 20.1897 1.8894 20.2739 1.8903 .3555 1.8912 .4346 1.8921 20.5112 1.8929 20.5854 1.8937 20.6574 1.8945 84 18.7927 1.8492 18.9241 1.8517 19.0508 1.8541 19.1730 1.8564 19.2910 1.8586 19.4049 1.8606 19.5148 1.8626 19.6211 1.8645 19.7238 1.8663 19.8231 1.8681 19.9191 1.8697 20.0120 1.8713 20.1019 1.8729 20.1889 1.8743 20.2732 1.8758 20.3548 1.8771 20.4339 1.8784 20.5105 1.8797 20.5848 1.8809 20.6567 1.8821 18.7921 1.8258 18.9235 1.8292 19.0503 1.8323 19.1725 1.8354 19.2905 1.8383 19.4044 1.8410 19.5144 1.8437 19.6206 1.8462 19.7233 1.8486 19.8227 1.8509 19.9187 1.8532 20.0116 1.8553 20.1015 1.8573 20.1886 1.8593 20.2728 1.8612 20.3545 1.8630 20.4335 1.8648 20.5102 1.8664 20.5844 1.8681 20.6564 1.8696 .7921 .8025 .9235 .8066 .0503 .8106 .1725 .8144 .2905 .8180 .4044 .8215 .5144 .8248 .6206 .8279 .7233 .8309 .8227 .8338 .9187 .8366 .0116 .8393 .1015 .8418 .1886 .8443 .2728 .8466 .3545 .8489 .4335 .8511 .5102 .8532 .5844 .8552 .6564 .8572 1.4192 1.7791 1.4291 1.7841 1.4387 1.7889 1.4479 1.7934 1.4568 1.7978 1.4654 1.8019 1.4737 1.8059 1.4818 1.8096 1.4895 1.8133 1.4970 1.8167 1.5043 1.8201 1.5113 1.8233 1.5181 1.8263 1.5246 1.8293 1.5310 1.8321 1.5372 1.8348 1.5431 1.8374 1.5489 1.8400 1.5545 1.8424 1.5599 1.8447 3178. 3261. 3345. 3429. 3512. 3596. 3680. 3763. 3847. 3930. ‘01‘ O 4098. 4181. 4265. 4349. 4432. 4516. 4600. 4683. 4767. 2407 .7558 8787 .7616 5166 .7672 1545 .7725 7925 .7775 4302 .7824 0684 .7870 7061 .7914 3442 .7956 9819 .7997 6201 .8036 2578 .8073 8960 .8109 5337 .8143 1719 .8176 8096 .8208 4473 .8238 0854 .8267 7231 .8296 3613 .8323 20.7292 1.9194 0.0147 20.7968 1.9194 0.0147 20.8624 1.9194 0.0147 20.9260 1.9194 0.0147 20.9878 1.9194 0.0147 21.0477 1.9194 0.0148 21.1059 1.9194 0.0148 21.1623 1.9194 0.0148 21.2172 1.9194 0.0148 21.2704 1.9194 0.0148 21.3221 1.9194 0.0148 21.3724 1.9194 0.0149 21.4212 1.9194 0.0149 21.4686 1.9194 0.0149 21.5147 1.9194 0.0149 21.5595 1.9194 0.0149 21.6031 1.9194 0.0149 21.6454 1.9194 0.0149 21.6865 1.9194 0.0149 21.7266 1.9194 0.0150 20.7280 1.9074 1.5705 20.7957 1.9077 1.5754 20.8613 1.9081 1.5802 20.9249 1.9084 1.5849 20.9867 1.9087 1.5894 21.0467 1.9090 1.5938 21.1049 1.9093 1.5981 21.1614 1.9096 1.6022 21.2162 1.9099 1.6062 21.2695 1.9102 1.6101 21.3213 1.9105 1.6139 21.3715 1.9107 1.6176 21.4204 1.9110 1.6212 21.4678 1.9112 1.6247 21.5139 1.9114 1.6281 21.5588 1.9117 1.6314 21.6023 1.9119 1.6346 21.6447 1.9121 1.6377 21.6858 1.9123 1.6407 21.7259 1.9125 1.6436 20.7271 1.8953 20.7948 1.8960 20.8604 1.8967 20.9241 1.8974 20.9859 1.8980 21.0459 1.8986 21.1041 1.8992 21.1607 1.8998 21.2155 1.9004 21.2688 1.9009 21.3206 1.9015 21.3709 1.9020 21.4197 1.9025 21.4672 1.9030 21.5133 1.9034 21.5582 1.9039 21.6018 1.9043 21.6441 1.9047 21.6853 1.9051 21.7254 1.9055 20.7265 1.8832 20.7942 1.8843 20.8599 1.8853 20.9236 1.8863 20.9854 1.8873 21.0454 1.8882 21.1036 1.8892 21.1602 1.8900 21.2151 1.8909 21.2684 1.8917 21.3202 1.8925 21.3705 1.8933 21.4193 1.8940 21.4668 1.8947 21.5130 1.8954 21.5578 1.8961 21.6014 1.8967 21.6438 1.8974 21.6850 1.8980 21.7250 1.8986 .7262 .8711 .7939 .8726 .8596 .8739 .9233 .8753 .9851 .8766 .0451 .8778 .1034 .8791 .1599 .8802 .2148 .8814 .2682 .8824 .3199 .8835 .3702 .8845 .4191 .8855 .4666 .8865 .5128 .8874 .5576 .8883 .6012 .8892 .6436 .8900 .6848 .8908 .7248 .8916 20.7262 1.8590 20.7939 1.8608 20.8596 1.8626 20.9233 1.8643 20.9851 1.8659 21.0451 1.8675 21.1034 1.8690 21.1599 1.8704 21.2148 1.8718 21.2682 1.8732 21.3199 1.8745 21.3702 1.8758 21.4191 1.8770 21.4666 1.8782 21.5128 1.8794 21.5576 1.8805 21.6012 1.8816 21.6436 1.8826 21.6848 1.8837 21.7248 1.8846 1.5652 1.8470 1.5703 1.8491 1.5753 1.8512 1.5801 1.8532 1.5848 1.8552 1.5893 1.8571 1.5937 1.8589 1.5980 1.8606 1.6021 1.8623 1.6061 1.8640 1.6100 1.8656 1.6138 1.8671 1.6175 1.8686 1.6211 1.8700 1.6246 1.8714 1.6280 1.8727 1.6313 1.8740 1.6345 1.8753 1.6376 1.8765 1.6406 1.8777 4850.9990 1.8349 4934.6372 1.8374 5018.2749 1.8399 5101.9126 1.8422 5185.5508 1.8445 5269.1890 1.8467 5352.8267 1.8488 5436.4644 1.8509 5520.1021 1.8528 5603.7407 1.8547 5687.3784 1.8566 5771.0161 1.8584 5854.6538 1.8601 5938.2920 1.8618 6021.9302 1.8634 6105.5679 1.8650 6189.2056 1.8665 6272.8438 1.8680 6356.4814 1.8694 6440.1196 1.8708 21.7655 1.9194 0.0150 21.8033 1.9194 0.0150 21.8401 1.9194 0.0150 21.8759 1.9194 0.0150 21.9107 1.9194 0.0150 21.9446 1.9194 0.0150 21.9776 1.9194 0.0150 22.0096 1.9194 0.0150 22.0408 1.9194 0.0150 22.0712 1.9194 0.0150 22.1008 1.9194 0.0151 22.1295 1.9194 0.0151 22.1575 1.9194 0.0151 22.1848 1.9194 0.0151 22.2113 1.9194 0.0151 22.2372 1.9194 0.0151 22.2623 1.9194 0.0151 22.2868 1.9194 0.0151 22.3107 1.9194 0.0151 22.3339 1.9194 0.0151 21.7648 1.9127 1.6465 21.8027 1.9129 1.6493 21.8395 1.9130 1.6520 21.8753 1.9132 1.6546 21.9101 1.9134 1.6572 21.9440 1.9135 1.6596 21.9770 1.9137 1.6621 22.0091 1.9139 1.6644 22.0403 1.9140 1.6667 22.0707 1.9142 1.6689 22.1003 1.9143 1.6711 22.1291 1.9144 1.6732 22.1571 1.9146 1.6753 22.1843 1.9147 1.6773 22.2109 1.9148 1.6792 22.2367 1.9149 1.6811 22.2619 1.9151 1.6830 22.2864 1.9152 1.6848 22.3103 1.9153 1.6866 22.3335 1.9154 1.6883 21.7643 1.9059 21.8022 1.9063 21.8390 1.9066 21.8748 1.9070 21.9097 1.9073 21.9436 1.9076 21.9766 1.9080 22.0087 1.9083 22.0399 1.9086 22.0703 1.9089 22.0999 1.9091 22.1287 1.9094 22.1567 1.9097 22.1840 1.9099 22.2106 1.9102 22.2364 1.9104 22.2616 1.9107 22.2861 1.9109 22.3100 1.9111 22.3332 1.9114 21.7640 1.8991 21.8018 1.8997 21.8387 1.9002 21.8745 1.9008 21.9094 1.9013 21.9433 1.9018 21.9763 1.9022 22.0084 1.9027 22.0396 1.9031 22.0700 1.9036 22.0996 1.9040 22.1284 1.9044 22.1565 1.9048 22.1838 1.9052 22.2103 1.9056 22.2362 1.9059 22.2614 1.9063 22.2859 1.9066 22.3098 1.9070 22.3330 1.9073 86 .7638 .8924 .8017 .8931 .8385 .8938 .8744 .8945 .9092 .8952 .9432 .8959 .9762 .8965 .0083 .8971 .0395 .8977 .0699 .8983 .0995 .8989 .1283 .8994 .1564 .8999 .1836 .9004 .2102 .9010 .2361 .9014 .2613 .9019 .2858 .9024 .3097 .9028 .3329 .9033 21.7638 1.8856 21.8017 1.8865 21.8385 1.8874 21.8744 1.8883 21.9092 1.8891 21.9432 1.8900 21.9762 1.8908 22.0083 1.8915 22.0395 1.8923 22.0699 1.8930 22.0995 1.8937 22.1283 1.8944 22.1564 1.8951 22.1836 1.8957 22.2102 1.8963 22.2361 1.8969 22.2613 1.8975 22.2858 1.8981 22.3097 1.8987 22.3329 1.8992 1.6435 1.8788 1.6464 1.8800 1.6492 1.8810 1.6519 1.8821 1.6545 1.8831 1.6571 1.8841 1.6596 1.8850 1.6620 1.8860 1.6644 1.8869 1.6666 1.8877 1.6689 1.8886 1.6711 1.8894 1.6732 1.8902 1.6752 1.8910 1.6772 1.8917 1.6792 1.8924 1.6811 1.8932 1.6829 1.8938 1.6847 1.8945 1.6865 1.8952 6523.7573 1.8721 6607.3955 1.8734 6691.0332 1.8746 6774.6709 1.8759 6858.3091 1.8770 6941.9473 1.8782 7025.5850 1.8793 7109.2227 1.8804 7192.8604 1.8814 7276.4990 1.8824 7360.1367 1.8834 7443.7744 1.8844 7527.4121 1.8853 7611.0508 1.8862 7694.6885 1.8871 7778.3262 1.8880 7861.9639 1.8888 7945.6021 1.8896 8029.2402 1.8904 8112.8779 1.8911 22.3565 1.9194 0.0151 22.3785 1.9194 0.0151 22.4000 1.9194 0.0151 22.4209 1.9194 0.0151 22.4412 1.9194 0.0151 22.4611 1.9194 0.0151 22.4804 1.9194 0.0152 22.4992 1.9194 0.0152 22.5175 1.9194 0.0152 22.5354 1.9194 0.0152 22.5528 1.9194 0.0152 22.5697 1.9194 0.0152 22.5862 22.3561 1.9155 1.6899 22.3782 1.9156 1.6915 22.3996 1.9157 1.6931 22.4205 1.9158 1.6947 22.4409 1.9159 1.6962 22.4607 1.9160 1.6976 22.4800 1.9161 1.6990 22.4989 1.9162 1.7004 22.5172 1.9163 1.7018 22.5351 1.9163 1.7031 22.5525 1.9164 1.7044 22.5694 1.9165 1.7056 22.5859 22.3558 1.9116 22.3779 1.9118 22.3994 1.9120 22.4203 1.9122 22.4406 1.9123 22.4605 1.9125 22.4798 1.9127 22.4986 1.9129 22.5170 1.9131 22.5348 1.9132 22.5522 1.9134 22.5692 1.9135 22.5857 22.3556 1.9076 22.3777 1.9079 22.3992 1.9082 22.4201 1.9085 22.4405 1.9088 22.4603 1.9091 22.4796 1.9093 22.4985 1.9096 22.5168 1.9099 22.5347 1.9101 22.5521 1.9103 22.5691 1.9106 22.5856 87 22.3555 1.9037 22.3776 1.9041 22.3991 1.9045 22.4200 1.9049 22.4404 1.9053 22.4602 1.9056 22.4795 1.9060 22.4984 1.9063 22.5167 1.9067 22.5346 1.9070 22.5520 1.9073 22.5690 1.9076 22.5855 22.3555 1.8997 22.3776 1.9003 22.3991 1.9008 22.4200 1.9012 22.4404 1.9017 22.4602 1.9022 22.4795 1.9026 22.4984 1.9030 22.5167 1.9035 22.5346 1.9039 22.5520 1.9043 22.5690 1.9047 22.5855 1.6882 1.8958 1.6899 1.8964 1.6915 1.8970 1.6931 1.8976 1.6946 1.8982 1.6961 1.8987 1.6976 1.8993 1.6990 1.8998 1.7004 1.9003 1.7017 1.9008 1.7030 1.9012 1.7043 1.9017 1.7056 8196.5156 1.8919 8280.1543 1.8926 8363.7920 1.8933 8447.4297 1.8940 8531.0674 1.8946 8614.7051 1.8953 8698.3438 1.8959 8781.9814 1.8965 8865.6191 1.8971 8949.2568 1.8977 9032.8945 1.8982 9116.5332 1.8988 9200.1709 8E3 All data are checked successfully 2!! Re-check all data entered Temperature of storage environment incelsius -25.00 Relative humidity of storage environment in 4 -90.00 Absolute humidity of storage environment ingflZO/ghir -.0183 Diffusion coefficient of packaging materialin 10“-7 cm‘2/sec -0.020 Henry constant of packaging material in(gHZO/cm‘3 PKG)/(gflZO/cm‘3 Air) - 125.12 000 Thickness of packaging material in cm - 0.01140 Surface area of packaging material in cm‘2 - 3.78000 Volume of packaging material in cm‘3 - 0.80000 Diffusion coefficient of product in 10‘-50m‘2/sec - 0.11790 Initial moisture content in gHZO/lOOg dryproduct -0.00 Critical moisture content in gH2o/100g dryproduct -2.00 Dry weight of product in g - 0.40770 Chemical reaction rate - 0.0 Chemical reaction order - 0.0 Aw/H--.17908+01 Au‘2 + 0.19228+01 Aw+ 0.64008-01 Radius of product in cm - 0.50000 Thickness of product (Only Plate shape) incm - 0.39200 Hit any key to continue ..... INITIAL CONCENTRATION Concentration of outside environment (CB) - 0.01938 g/L Concentration of outside surface of PKG(CLE) - 2.42433 g/L Concentration of inside surface of PKG(CLB) - 0.00002 g/L Concentration of headspace (CH) - 0.00000 g/L Concentration of outside surface of product(CRfl) - 0.00132 g/L oxuznsszoutsss consranw Q-0.12608-02 e-o.1vooa-02 A1-0.18158-04 31-o.21270-03 s-o.221se+01 x-o.9ooos+03 nit any key to continue ...... Enter the number of time to calculateconcentrations at once. (NOTICE !!! It must be over 200 and be times of 200> 85) (Plate Shape) Each step is 137000. steps (84.3120hrs) CONCENTRATON PROFILE IN PRODUCT <4 of the divided shell of product is S 01.1: 01.1 01.2 01.3 01.4 01.11 011 Meg CRH CR1 CR2 CR3 CR4 CRC GAIN TIME(hrs) 2.4243 2.0819 1.7395 1.3971 1.0549 0.7127 0.3707 0.0290 0.0002 0.1273 1.6856 1.6564 1.6346 1.6200 1.6127 1.6127 0.1234 84.3120 2.4243 2.0894 1.7545 1.4198 1.0852 0.7509 0.4169 0.0833 0.0007 0.2540 3.3635 3.3351 3.3137 3.2995 3.2924 3.2924 0.2502 168.6240 2.4243 2.1053 1.7863 1.4676 1-1493 0.8316 0.5145 0.1983 0.0016 0.3760 4.9788 4.9518 4.9316 4.9181 4.9114 4.9114 0.3724 252.9361 2.4243 2.1366 1.8492 1.5622 1.2758 0.9904 0.7060 0.4230 0.0034 0.4882 6.4646 6.4405 6.4224 6.4104 6.4044 6.4044 0.4850 337.2481 2.4243 2.1758 1.9276 1.6797 1.4326 1.1862 0.9410 0.6970 0.0056 0.5861 7.7616 7.7408 7.7252 7.7149 7.7097 7.7097 0.5834 421.5601 2.4243 2.2092 1.9943 1.7797 1.5656 1.3521 1.1396 0.9280 0.0074 0.6706 8.8809 8.8629 8.8493 8.8403 8.8358 8.8358 0.6683 505.8722 2.4243 2.2350 2.0457 1.8567 1.6681 1.4800 1.2926 1.1060 0.0088 0.7446 9.8605 9.8446 9.8327 9.8248 9.8208 9.8208 0.7425 590.1841 2.4243 2.2549 2.0856 1.9165 1.7477 1.5793 1.4114 1.2441 0.0099 0.8105 10.7325 10.7183 10.7076 10.7005 10.6969 10.6969 0.8086 674.4962 2.4243 2.2708 2.1173 1.9640 1.8109 1.6582 1.5059 1.3540 0.0108 0.8699 11.5196 11.5067 11.4970 11.4905 11.4873 11.4873 0.8682 758.8082 2.4243 2.2837 2.1431 2.0027 1.8625 1.7225 1.5829 1.4437 0.0115 0.9242 12.2381 12.2263 12.2174 12.2114 12.2085 12.2085 0.9226 843.1202 2.4243 2.2945 2.1646 2.0349 1.9054 1.7761 1.6471 1.5184 0.0121 0.9741 12.8999 12.8890 12.8808 12.8753 12.8725 12.8725 0.9727 927.4323 2.4243 2.3036 2.1829 2.0623 1.9418 1.8215 1.7015 1.5818 0.0126 1.0205 13.5140 13.5038 13.4961 13.4910 13.4885 13.4885 1.0192 1011.7443 2.4243 2.3114 2.1985 2.0858 1.9731 1.8606 1.7483 1.6363 0.0131 1.0638 14.0871 14.0776 14.0704 14.0657 14.0633 14.0633 1.0625 1096.0563 2.4243 2.3182 2.2122 2.1062 2.0004 1.8947 1.7891 1.6838 0.0135 1.1044 14.6248 14.6159 14.6091 14.6046 14.6024 14.6024 1.1032 1180.3683 2.4243 2.3243 2.2242 2.1243 2.0244 1.9246 1.8251 1.7257 0.0138 1.1427 15.1314 15.1229 15.1165 15.1123 15.1102 15.1102 1.1415 1264.6804 2.4243 2.3296 2.2349 2.1403 2.0457 1.9513 1.8570 1.7629 0.0141 1.1788 15.6103 15.6023 15.5963 15.5923 15.5903 15.5903 1.1778 1348.9923 2.4243 2.3344 2.2445 2.1546 2.0649 1.9752 1.8857 1.7963 0.0144 1.2131 16.0646 16.0570 16.0513 16.0475 16.0456 16.0456 1.2121 1433.3044 2.4243 2.3387 2.2531 2.1676 2.0821 1.9968 1.9115 1.8264 0.0146 16.4967 2.4243 0.0148 16.9087 2.4243 0.0150 17.3024 2.4243 0.0152 17.6793 2.4243 0.0154 18.0407 2.4243 0.0155 18.3880 2.4243 0.0157 18.7220 2.4243 0.0158 19.0437 2.4243 0.0159 19.3540 2.4243 0.0160 19.6536 2.4243 0.0162 19.9431 2.4243 0.0163 20.2232 2.4243 0.0164 20.4943 2.4243 0.0165 20.7571 2.4243 0.0165 21.0119 2.4243 0.0166 21.2592 2.4243 0.0167 21.4993 2.4243 0.0168 21.7327 2.4243 0.0168 21.9596 2.4243 0.0169 22.1803 2.4243 1.2458 16.4894 2.3426 1.2769 16.9018 2.3462 1.3066 17.2957 2.3495 1.3351 17.6729 2.3525 1.3624 18.0346 2.3553 1.3886 18.3821 2.3579 1.4138 18.7164 2.3603 1.4381 19.0383 2.3626 1.4615 19.3488 2.3647 1.4841 19.6485 2.3667 1.5060 19.9382 2.3686 1.5272 20.2184 2.3703 1.5476 20.4897 2.3720 1.5675 20.7527 2.3735 1.5867 21.0076 2.3750 1.6054 21.2550 2.3765 1.6235 21.4953 2.3778 1.6412 21.7287 2.3791 1.6583 21.9557 2.3803 1.6750 22.1765 2.3815 16.4840 2.2610 16.8966 2.2681 17.2908 2.2747 17.6682 2.2808 18.0301 2.2863 18.3777 2.2915 18.7121 2.2964 19.0342 2.3009 19.3448 2.3051 19.6447 2.3091 19.9345 2.3128 20.2149 2.3163 20.4863 2.3196 20.7493 2.3228 21.0044 2.3257 21.2519 2.3286 21.4922 2.3313 21.7258 2.3338 21.9528 2.3363 22.1737 2.3386 16.4804 2.1794 16.8931 2.1901 17.2875 2.1999 17.6650 2.2090 18.0270 2.2174 18.3748 2.2252 18.7093 2.2324 19.0315 2.2392 19.3422 2.2455 19.6422 2.2514 19.9321 2.2570 20.2125 2.2623 20.4840 2.2673 20.7471 2.2720 21.0022 2.2765 21.2498 2.2807 21.4902 2.2847 21.7238 2.2886 21.9509 2.2923 22.1718 2.2958 90 16.4786 2.0978 16.8914 2.1121 17.2858 2.1252 17.6634 2.1373 18.0255 2.1485 18.3733 2.1588 18.7079 2.1685 19.0302 2.1775 19.3409 2.1859 19.6409 2.1939 19.9309 2.2013 20.2113 2.2083 20.4829 2.2150 20.7460 2.2213 21.0011 2.2272 21.2487 2.2329 21.4892 2.2383 21.7228 2.2434 21.9499 2.2483 22.1709 2.2529 16.4786 2.0163 16.8914 2.0342 17.2858 2.0506 17.6634 2.0657 18.0255 2.0796 18.3733 2.0926 18.7079 2.1046 19.0302 2.1159 19.3409 2.1264 19.6409 2.1363 19.9309 2.1456 20.2113 2.1544 20.4829 2.1627 20.7460 2.1706 21.0011 2.1780 21.2487 2.1851 21.4892 2.1918 21.7228 2.1982 21.9499 2.2043 22.1709 2.2101 1.2448 1.9350 1.2759 1.9564 1.3057 1.9760 1.3342 1.9941 1.3615 2.0109 1.3878 2.0264 1.4131 2.0408 1.4374 2.0543 1.4608 2.0670 1.4835 2.0789 1.5054 2.0900 1.5265 2.1006 1.5470 2.1105 , 1.5669 2.1199 1.5862 2.1288 1.6048 2.1373 1.6230 2.1454 1.6406 2.1530 1.6578 2.1604 1.6745 2.1674 1517.6163 1.8537 1601.9285 1.8787 1686.2404 1.9016 1770.5525 1.9227 1854.8646 1.9422 1939.1765 1.9603 2023.4886 1.9771 2107.8005 1.9929 2192.1125 2.0076 2276.4248 2.0214 2360.7366 2.0345 2445.0486 2.0467 2529.3608 2.0583 2613.6729 2.0693 2697.9846 2.0797 2782.2966 2.0896 2866.6089 2.0990 2950.9209 2.1079 3035.2327 2.1165 3119.5449 2.1246 0.0170 22.3951 2.4243 0.0170 22.6043 2.4243 0.0171 22.8081 2.4243 0.0172 23.0068 2.4243 0.0172 23.2006 2.4243 0.0173 23.3896 2.4243 0.0173 23.5740 2.4243 0.0174 23.7541 2.4243 0.0174 23.9300 2.4243 0.0175 24.1018 2.4243 0.0175 24.2697 2.4243 0.0175 24.4339 2.4243 0.0176 24.5944 2.4243 0.0176 24.7514 2.4243 0.0177 24.9051 2.4243 0.0177 25.0554 2.4243 0.0177 25.2026 2.4243 0.0178 25.3467 2.4243 0.0178 25.4878 2.4243 0.0178 25.6261 2.4243 1.6912 22.3914 2.3826 1.7070 22.6008 2.3836 1.7224 22.8047 2.3847 1.7374 23.0034 2.3857 1.7520 23.1973 2.3866 1.7663 23.3864 2.3875 1.7802 23.5709 2.3884 1.7938 23.7510 2.3892 1.8071 23.9270 2.3900 1.8201 24.0989 2.3908 1.8327 24.2669 2.3915 1.8451 24.4311 2.3923 1.8573 24.5917 2.3930 1.8691 24.7488 2.3936 1.8807 24.9024 2.3943 1.8921 25.0528 2.3949 1.9032 25.2001 2.3955 1.9141 25.3442 2.3961 1.9247 25.4854 2.3967 1.9352 25.6237 2.3972 22.3887 2.3408 22.5981 2.3430 22.8021 2.3450 23.0009 2.3470 23.1948 2.3489 23.3839 2.3507 23.5685 2.3524 23.7488 2.3541 23.9248 2.3557 24.0967 2.3572 24.2647 2.3587 24.4290 2.3602 24.5896 2.3616 24.7468 2.3629 24.9005 2.3642 25.0509 2.3655 25.1982 2.3667 25.3424 2.3679 25.4836 2.3690 25.6220 2.3702 .3869 2.2991 .5963 2.3023 .8003 2.3054 .9992 2.3083 .1932 2.3111 .3823 2.3138 .5670 2.3164 .7472 2.3190 .9233 2.3214 .0952 2.3237 .2633 2.3259 .4276 2.3281 .5883 2.3302 .7454 2.3322 .8992 2.3342 .0496 2.3361 .1969 2.3379 .3412 2.3397 25.4824 2.3414 25.6208 2.3431 91 .3860 .2574 .5954 .2616 .7995 .2657 .9984 .2697 .1923 .2734 .3815 .2770 .5662 .2805 .7465 .2838 .9225 .2871 .0945 .2902 .2626 .2932 .4269 .2961 .5876 .2988 .7447 .3015 .8985 .3042 .0490 .3067 .1963 .3091 .3406 .3115 .4818 .3138 .6202 .3160 22.3860 2.2157 22.5954 2.2210 22.7995 2.2261 22.9984 2.2310 23.1923 2.2357 23.3815 2.2402 23.5662 2.2446 23.7465 2.2488 23.9225 2.2528 24.0945 2.2567 24.2626 2.2604 24.4269 2.2640 24.5876 2.2675 24.7447 2.2709 24.8985 2.2741 25.0490 2.2773 25.1963 2.2803 25.3406 2.2833 25.4818 2.2862 25.6202 2.2889 1.6907 2.1740 1.7065 2.1804 1.7219 2.1866 1.7369 2.1924 1.7516 2.1981 1.7658 2.2035 1.7798 2.2087 1.7934 2.2137 1.8067 2.2185 1.8197 2.2232 1.8324 2.2277 1.8448 2.2320 1.8569 2.2362 1.8688 2.2402 1.8804 2.2441 1.8917 2.2479 1.9029 2.2516 1.9137 2.2551 1.9244 2.2586 1.9349 2.2619 3203. 3288. 3372. 3456. 3541. 3625. 3709. 3794. 3878. 3962. 4046. 4131. 4215. 4299. 4384. 4468. 4552. 4637. 4721. 4805. 8569 .1324 1689 .1399 4807 .1470 7930 .1539 1050 .1604 4170 .1667 7292 .1728 0410 3530 .1843 6653 .1897 9773 .1950 2891 .2000 6011 .2049 9136 .2096 2251 .2142 5371 .2186 8496 .2228 1616 .2270 4731 .2310 7856 .2349 0.0179 25.7616 2.4243 0.0179 25.8943 2.4243 0.0179 26.0245 2.4243 0.0179 26.1521 2.4243 0.0180 26.2772 2.4243 0.0180 26.3999 1.9454 25.7593 2.3978 1.9554 25.8921 2.3983 1.9652 26.0223 2.3988 1.9749 26.1499 2.3993 1.9843 26.2751 2.3998 1.9936 26.3978 25.7575 2.3712 25.8904 2.3723 26.0206 2.3733 26.1483 2.3743 26.2735 2.3752 26.3962 26 .7564 .3447 .8893 .3463 .0195 .3478 .1472 .3493 .2724 .3507 .3952 92 25.7558 2.3182 25.8887 2.3203 26.0189 2.3223 26.1466 2.3243 26.2719 2.3262 26.3947 25.7558 2.2916 25.8887 2.2943 26.0189 2.2968 26.1466 2.2993 26.2719 2.3017 26.3947 1.9451 2.2651 1.9551 2.2683 1.9650 2.2713 1.9746 2.2743 1.9840 2.2772 SHELF-LIFE OF THIS PRODUCT IS FORTRAN STOP 5 £93 All data are checked successfully !!! Re-check all data entered Temperature of storage environment incelsius -25.00 Relative humidity of storage environment in 4 -80.00 Absolute humidity of storage environment ingHZO/gAir -.0163 Diffusion coefficient of packaging materialin 10‘-7 cm*2/sec -0.020 Henry constant of packaging material in(gHZO/cm“3 PKG)/(gHZO/cm‘3 Air) - 000 Thickness of packaging material in cm - 0.02300 Surface area of packaging material in cm‘2 - 3.78000 Volume of packaging material in cm“3 - 0.80000 Diffusion coefficient of product in 10‘-5am‘2/sec - 0.11790 Initia1 moisture content in gHZO/lOOg dryproduct -0.00 Critical moisture content in gHZO/lOOg dryproduct -2.00 ary weight of product in g - 0.40770 Chemical reaction rate - 0.0 chemdcal reaction order - 0.0 Ay/M--.179OE+01 1992 + 0.19228+01 Aw+ 0.64008-01 Radius of product in cm - 0.50000 Thickness of product (Only Plate shape) incm - 0.39200 Hit any key to continue..... INITIAL CONCENTRATION concentration of outside environment (CE) - 0.01534 g/L Concentration of outside surface of PKG(CLE) - 1.91945 g/L Concentration of inside surface of PKG(CLH) - 0.00002 g/L Concentration of headspace (CR) - 0.00000 g/L Concentration of outside surface of product(CRH) - 0.00132 g/L DIMENSSIONLESS CONSTANT Q-0.1420£‘.-02 e-o.15200-02 A1-o.19220-04 BJ-o.19ozr-03 S~0.19a1z+01 x-o.9oooa+03 - 14 Hit any key to continue ...... Enter the number of time to calculateconcentrations at once. Each step is (Plate Shape) 137000. steps (84.3120hrs) 103 <4 of the divided shell of product is 5 CLE CL1 CLZ CL3 CL4 CLH CH Meg CRH CR1 CR2 CR3 CR4 CRC GAIN TIME (hrs) 2.4243 2.2386 2.0528 1.8670 1.6813 1.4956 1.3099 1.1243 0.9387 0.7532 0.5678 0.3824 0.1971 0.0118 0.0001 0.0607 0.8037 0.7879 0.7761 0.7682 0.7642 0.7642 0.0586 84.3120 2.4243 2.2399 2.0554 1.8710 1.6866 1.5023 1.3179 1.1337 0.9495 0.7653 0.5813 0.3973 0.2135 0.0297 0.0002 0.1299 1.7200 1.7043 1.6925 1.6847 1.6808 1.6808 0.1278 168.6240 2.4243 2.2417 2.0591 1.8765 1.6939 1.5114 1.3289 1.1466 0.9643 0.7821 0.6000 0.4181 0.2363 0.0546 0.0004 0.1984 2.6272 2.6117 2.6001 2.5923 2.5884 2.5884 0.1963 252.9361 2.4243 2.2443 2.0643 1.8843 1.7044 1.5246 1.3448 1.1652 0.9857 0.8063 0.6271 0.4481 0.2693 0.0908 0.0007 0.2659 3.5213 3.5061 3.4947 3.4871 3.4833 3.4833 0.2639 337.2481 2.4243 2.2482 2.0721 1.8961 1.7202 1.5443 1.3687 1.1931 1.0178 0.8427 0.6679 0.4933 0.3191 0.1452 0.0012 0.3320 4.3960 4.3811 4.3700 4.3626 4.3589 4.3589 0.3300 421.5601 2.4243 2.2542 2.0841 1.9141 1.7442 1.5744 1.4049 1.2357 1.0667 0.8981 0.7299 0.5621 0.3947 0.2280 0.0018 0.3958 5.2408 5.2266 5.2160 5.2088 5.2053 5.2053 0.3939 505.8722 2.4243 2.2628 2.1013 1.9399 1.7788 1.6178 1.4571 1.2968 1.1369 0.9774 0.8185 0.6601 0.5024 0.3455 0.0028 0.4563 6.0426 6.0292 6.0192 6.0125 6.0092 6.0092 0.4545 590.1841 2.4243 2.2736 2.1229 1.9723 1.8220 1.6719 1.5221 1.3728 1.2239 1.0755 0.9277 0.7806 0.6342 0.4886 0.0039 0.5128 6.7904 6.7780 6.7687 6.7625 6.7594 6.7594 0.5111 674.4962 2.4243 2.2850 2.1457 2.0065 1.8676 1.7289 1.5905 1.4525 1.3150 1.1780 1.0415 0.9057 0.7706 0.6363 0.0051 0.5649 7.4812 7.4698 7.4612 7.4555 7.4526 7.4526 0.5634 758.8082 2.4243 2.2957 2.1671 2.0387 1.9104 1.7823 1.6546 1.5271 1.4001 1.2736 1.1476 1.0222 0.8974 0.7733 0.0062 0.6131 8.1188 8.1082 8.1003 8.0950 8.0924 8.0924 0.6117 843.1202 2.4243 2.3052 2.1861 2.0672 1.9483 1.8297 1.7114 1.5933 1.4756 1.3584 1.2415 1.1252 1.0095 0.8943 0.0071 0.6577 8.7092 8.6994 8.6920 8.6871 8.6847 8.6847 0.6564 927.4323 2.4243 2.3135 2.2027 2.0920 1.9814 1.8710 1.7608 1.6509 1.5413 1.4321 1.3233 1.2149 1.1069 0.9995 0.0080 0.6992 9.2586 9.2495 9.2426 9.2381 9.2358 9.2358 0.6980 1011.7443 2.4243 2.3207 2.2171 2.1135 2.0101 1.9069 1.8038 1.7010 1.5984 1.4962 1.3942 1.2927 1.1916 1.0910 0.0087 0.7380 9.7725 9.7639 9.7575 9.7532 9.7511 9.7511 0.7368 1096.0563 2.4243 2.3270 2.2296 2.1323 2.0352 1.9381 1.8413 1.7446 1.6482 1.5520 1.4562 1.3607 1.2655 1.1708 0.0094 0.7744 10.2553 10.2473 10.2412 10.2372 10.2352 10.2352 0.7734 1180.3683 2.4243 2.3325 2.2406 2.1489 2.0572 1.9656 1.8742 1.7829 1.6919 1.6011 1.5106 1.4204 1.3304 1.2409 0.0099 0.8088 10.7109 10.7033 10.6976 10.6938 10.6919 10.6919 0.8078 1264.6804 2.4243 2.3373 2.2504 2.1634 2.0766 1.9899 1.9033 1.8168 1.7306 1.6445 1.5587 1.4732 1.3879 1.3030 0.0104 0.8414 11.1424 11.1352 11.1298 11.1261 11.1243 11.1243 0.8405 1348.9923 2.4243 2.3417 2.2590 2.1764 2.0939 2.0115 1.9292 1.8470 1.7650 1.6832 1.6016 1.5203 1.4392 1.3583 0.0109 0.8724 11.5525 11.5456 11.5404 11.5370 11.5353 11.5353 0.8715 1433.3044 2.4243 2.3456 2.2668 2.1881 2.1095 2.0309 1.9525 1.8741 1.7960 1.7179 1.6401 1.5625 1.4852 1.4080 0.0113 0.9019 11.9432 2.4243 1.8239 12.3166 2.4243 1.8492 12.6743 2.4243 1.8723 13.0175 2.4243 1.8935 13.3475 2.4243 1.9130 13.6654 2.4243 1.9311 13.9721 2.4243 1.9478 14.2683 2.4243 1.9634 14.5548 2.4243 1.9780 14.8323 2.4243 1.9916 15.1013 2.4243 2.0044 15.3624 2.4243 2.0164 15.6159 2.4243 2.0277 15.8625 2.4243 2.0384 16.1023 2.4243 2.0486 16.3359 2.4243 2.0582 16.5634 2.4243 2.0673 16.7853 2.4243 2.0760 17.0018 2.4243 2.0843 17.2131 2.4243 2.0922 11.9367 2.3491 1.7493 12.3104 2.3523 1.7778 12.6682 2.3552 1.8037 13.0117 2.3578 1.8275 13.3420 2.3603 1.8495 13.6601 2.3625 1.8698 13.9669 2.3646 1.8886 14.2633 2.3666 1.9061 14.5500 2.3684 1.9224 14.8276 2.3701 1.9377 15.0968 2.3717 1.9521 15.3580 2.3733 1.9656 15.6117 2.3747 1.9784 15.8583 2.3760 1.9904 16.0982 2.3773 2.0018 16.3319 2.3785 2.0126 16.5596 2.3796 2.0229 16.7815 2.3807 2.0327 16.9981 2.3818 2.0420 17.2095 2.3828 2.0508 11.9317 2.2738 1.6749 12.3057 2.2802 1.7065 12.6637 2.2860 1.7353 13.0074 2.2913 1.7617 13.3378 2.2962 1.7860 13.6560 2.3008 1.8085 13.9630 2.3050 1.8294 14.2595 2.3089 1.8488 14.5464 2.3125 1.8670 14.8241 2.3160 1.8840 15.0934 2.3192 1.8999 15.3546 2.3222 1.9149 15.6084 2.3250 1.9291 15.8552 2.3277 1.9424 16.0952 2.3303 1.9551 16.3289 2.3327 1.9671 16.5567 2.3350 1.9785 16.7787 2.3371 1.9893 16.9953 2.3392 1.9997 17.2068 2.3412 2.0095 11.9285 2.1986 1.6007 12.3025 2.2082 1.6354 12.6607 2.2169 1.6670 13.0045 2.2249 1.6960 13.3350 2.2322 1.7227 13.6533 2.2390 1.7474 13.9604 2.2453 1.7704 14.2570 2.2512 1.7917 14.5439 2.2567 1.8116 14.8218 2.2618 1.8303 15.0911 2.2666 1.8478 15.3524 2.2711 1.8643 15.6063 2.2754 1.8798 15.8531 2.2794 1.8945 16.0932 2.2832 1.9084 16.3269 2.2868 1.9216 16.5547 2.2903 1.9341 16.7768 2.2936 1.9461 16.9935 2.2967 1.9574 17.2050 2.2996 1.9683 104 11.9268 2.1235 1.5267 12.3009 2.1362 1.5644 12.6592 2.1478 1.5989 13.0030 2.1585 1.6305 13.3336 2.1683 1.6596 13.6520 2.1773 1.6865 13.9591 2.1857 1.7114 14.2558 2.1935 1.7347 14.5427 2.2008 1.7564 14.8206 2.2077 1.7767 15.0899 2.2141 1.7958 15.3513 2.2201 1.8138 15.6052 2.2258 1.8307 15.8520 2.2311 1.8467 16.0921 2.2362 1.8619 16.3260 2.2411 1.8762 16.5538 2.2456 1.8899 16.7759 2.2500 1.9029 16.9926 2.2541 1.9152 17.2041 2.2581 1.9270 11.9268 2.0484 1.4529 12.3009 2.0643 1.4937 12.6592 2.0788 1.5310 13.0030 2.0921 1.5651 13.3336 2.1043 1.5966 13.6520 2.1156 1.6257 13.9591 2.1261 1.6527 14.2558 2.1359 1.6778 14.5427 2.1450 1.7013 14.8206 2.1536 1.7233 15.0899 2.1616 1.7439 15.3513 2.1691 1.7633 15.6052 2.1762 1.7817 15.8520 2.1829 1.7990 16.0921 2.1893 1.8154 16.3260 2.1953 1.8309 16.5538 2.2010 1.8457 16.7759 2.2064 1.8597 16.9926 2.2116 1.8731 17.2041 2.2166 1.8859 0.9010 1.9734 0.0116 0.9293 1.9925 0.0119 0.9563 2.0099 0.0122 0.9823 2.0258 0.0125 1.0072 2.0405 0.0128 1.0312 2.0540 0.0130 1.0544 2.0666 0.0132 1.0768 2.0783 0.0134 1.0985 2.0893 0.0136 1.1194 2.0995 0.0138 1.1398 2.1091 0.0139 1.1595 2.1181 0.0141 1.1787 2.1267 0.0142 1.1973 2.1347 0.0144 1.2154 2.1423 0.0145 1.2331 2.1495 0.0146 1.2503 2.1564 0.0148 1.2670 2.1629 0.0149 1.2834 2.1692 0.0150 1.2994 2.1751 0.0151 1517.6163 1.8986 0.9301 1601.9285 1.9208 0.9571 1686.2404 1.9410 0.9830 1770.5525 1.9596 1.0079 1854.8646 1.9767 1.0319 1939.1765 1.9925 1.0551 2023.4886 2.0072 1.0775 2107.8005 2.0208 1.0991 2192.1125 2.0336 1.1201 2276.4248 2.0455 1.1404 2360.7366 2.0567 1.1601 2445.0486 2.0672 1.1792 2529.3608 2.0772 1.1979 42613.6729 2.0865 1.2160 2697.9846 2.0954 1.2336 2782.2966 2.1039 1.2508 2866.6089 2.1119 1.2675 2950.9209 2.1195 1.2839 3035.2327 2.1267 1.2999 3119.5449 2.1336 1.3154 17.4195 2.4243 2.0998 17.6212 2.4243 2.1070 17.8184 2.4243 2.1139 18.0113 2.4243 2.1205 18.2001 2.4243 2.1269 18.3850 2.4243 2.1330 18.5660 2.4243 2.1389 18.7434 2.4243 2.1445 18.9173 2.4243 2.1500 19.0878 2.4243 2.1552 19.2550 2.4243 2.1603 19.4190 2.4243 2.1652 19.5801 2.4243 2.1699 19.7382 2.4243 2.1745 19.8934 2.4243 2.1789 20.0459 2.4243 2.1832 20.1957 2.4243 2.1874 20.3429 2.4243 2.1914 20.4877 2.4243 2.1953 20.6300 2.4243 2.1991 17.4160 2.3837 2.0593 17.6178 2.3846 2.0674 17.8151 2.3855 2.0752 18.0081 2.3863 2.0827 18.1969 2.3871 2.0898 18.3818 2.3879 2.0967 18.5629 2.3886 2.1033 18.7404 2.3893 2.1097 18.9143 2.3900 2.1158 19.0849 2.3907 2.1217 19.2521 2.3913 2.1274 19.4163 2.3919 2.1329 19.5773 2.3925 2.1382 19.7355 2.3931 2.1434 19.8907 2.3936 2.1483 20.0433 2.3942 2.1531 20.1932 2.3947 2.1578 20.3404 2.3952 2.1623 20.4852 2.3957 2.1667 20.6276 2.3961 2.1710 17.4134 2.3431 2.0189 17.6152 2.3449 2.0280 17.8126 2.3466 2.0366 18.0056 2.3483 2.0449 18.1945 2.3499 2.0528 18.3795 2.3514 2.0604 18.5606 2.3529 2.0678 18.7381 2.3543 2.0748 18.9121 2.3557 2.0816 19.0827 2.3570 2.0882 19.2500 2.3583 2.0945 19.4142 2.3595 2.1006 19.5753 2.3607 2.1065 19.7334 2.3618 2.1122 19.8888 2.3629 2.1178 20.0413 2.3640 2.1231 20.1912 2.3650 2.1283 20.3386 2.3660 2.1333 20.4834 2.3670 2.1382 20.6258 2.3680 2.1429 105 17.4116 2.3025 1.9786 17.6135 2.3052 1.9885 17.8109 2.3078 1.9980 18.0040 2.3103 2.0071 18.1929 2.3127 2.0158 18.3779 2.3150 2.0242 18.5591 2.3172 2.0323 18.7366 2.3193 2.0400 18.9106 2.3213 2.0475 19.0812 2.3233 2.0547 19.2486 2.3252 2.0617 19.4128 2.3271 2.0684 19.5739 2.3288 2.0749 19.7321 2.3306 2.0812 19.8874 2.3322 2.0872 20.0400 2.3338 2.0931 20.1900 2.3354 2.0988 20.3373 2.3369 2.1043 20.4821 2.3384 2.1097 20.6246 2.3398 2.1149 17.4107 2.2619 1.9383 17.6126 2.2655 1.9491 17.8100 2.2690 1.9595 18.0031 2.2723 1.9694 18.1921 2.2755 1.9789 18.3771 2.2785 1.9880 18.5583 2.2815 1.9968 18.7359 2.2843 2.0053 18.9099 2.2870 2.0134 19.0805 2.2897 2.0213 19.2479 2.2922 2.0289 19.4121 2.2947 2.0362 19.5732 2.2970 2.0433 19.7314 2.2993 2.0501 19.8868 2.3015 2.0567 20.0394 2.3037 2.0631 20.1893 2.3058 2.0693 20.3367 2.3078 2.0754 20.4815 2.3097 2.0812 20.6240 2.3116 2.0869 17.4107 2.2213 1.8981 17.6126 2.2258 1.9098 17.8100 2.2302 1.9210 18.0031 2.2343 1.9317 18.1921 2.2383 1.9420 18.3771 2.2421 1.9519 18.5583 2.2458 1.9614 18.7359 2.2493 1.9706 18.9099 2.2527 1.9794 19.0805 2.2560 1.9879 19.2479 2.2592 1.9961 19.4121 2.2623 2.0040 19.5732 2.2652 2.0117 19.7314 2.2681 2.0191 19.8868 2.2709 2.0263 20.0394 2.2735 2.0332 20.1893 2.2761 2.0399 20.3367 2.2786 2.0464 20.4815 2.2811 2.0528 20.6240 2.2835 2.0589 1.3150 2.1808 0.0152 1.3302 2.1862 0.0153 1.3451 2.1914 0.0154 1.3597 2.1963 0.0154 1.3740 2.2011 0.0155 1.3879 2.2057 0.0156 1.4016 2.2101 0.0157 1.4150 2.2144 0.0157 1.4282 2.2185 0.0158 1.4410 2.2224 0.0159 1.4537 2.2262 0.0160 1.4661 2.2299 0.0160 1.4782 2.2334 0.0161 1.4902 2.2369 0.0161 1.5019 2.2402 0.0162 1.5134 2.2434 0.0163 1.5247 2.2465 0.0163 1.5359 2.2495 0.0164 1.5468 2.2525 0.0164 1.5576 2.2553 0.0165 3203.8569 2.1402 1.3307 3288.1689 2.1466 1.3456 3372.4807 2.1526 1.3601 3456.7930 2.1584 1.3744 3541.1050 2.1640 1.3883 3625.4170 2.1693 1.4020 3709.7292 2.1745 1.4154 3794.0410 2.1794 1.4285 3878.3530 2.1842 1.4414 3962.6653 2.1888 1.4540 4046.9773 2.1932 1.4664 4131.2891 2.1975 1.4786 4215.6011 2.2017 1.4905 4299.9136 2.2057 1.5023 4384.2251 2.2095 1.5138 4468.5371 2.2133 1.5251 4552.8496 2.2169 1.5362 4637.1616 2.2205 1.5471 4721.4731 2.2239 1.5579 4805.7856 2.2272 1.5685 20.7700 2.4243 2.2027 20.9077 2.4243 2.2063 21.0431 2.4243 2.2098 21.1764 2.4243 2.2132 21.3076 2.4243 2.2164 21.4368 2.4243 2.2196 21.5640 2.4243 2.2227 21.6893 2.4243 2.2258 21.8126 2.4243 2.2287 21.9342 2.4243 2.2316 22.0539 2.4243 2.2344 22.1719 2.4243 2.2371 22.2882 2.4243 2.2398 22.4029 2.4243 2.2424 22.5159 2.4243 2.2450 22.6273 2.4243 2.2474 22.7372 2.4243 2.2499 22.8456 2.4243 2.2522 22.9526 2.4243 2.2546 23.0580 2.4243 2.2568 20.7676 2.3966 2.1751 20.9053 2.3971 2.1791 21.0408 2.3975 2.1830 21.1742 2.3979 2.1868 21.3054 2.3983 2.1905 21.4346 2.3987 2.1941 21.5618 2.3991 2.1976 21.6871 2.3995 2.2010 21.8105 2.3999 2.2043 21.9321 2.4002 2.2076 22.0519 2.4006 2.2107 22.1699 2.4009 2.2138 22.2862 2.4012 2.2168 22.4009 2.4016 2.2197 22.5140 2.4019 2.2226 22.6254 2.4022 2.2254 22.7354 2.4025 2.2281 22.8438 2.4028 2.2308 22.9507 2.4031 2.2334 23.0562 2.4034 2.2359 20.7658 2.3689 2.1475 20.9036 2.3698 2.1520 21.0391 2.3706 2.1563 21.1725 2.3715 2.1605 21.3037 2.3723 2.1646 21.4330 2.3731 2.1686 21.5602 2.3739 2.1725 21.6855 2.3747 2.1763 21.8089 2.3754 2.1799 21.9305 2.3761 2.1835 22.0503 2.3768 2.1870 22.1684 2.3775 2.1905 22.2847 2.3782 2.1938 22.3994 2.3788 2.1970 22.5125 2.3795 2.2002 22.6240 2.3801 2.2033 22.7340 2.3807 2.2064 22.8424 2.3813 2.2093 22.9494 2.3819 2.2122 23.0549 2.3824 2.2150 106 20.7646 2.3412 2.1199 20.9024 2.3425 2.1248 21.0379 2.3438 2.1296 21.1713 2.3451 2.1342 21.3026 2.3463 2.1387 21.4319 2.3475 2.1431 21.5591 2.3487 2.1474 21.6844 2.3498 2.1515 21.8079 2.3509 2.1556 21.9295 2.3520 2.1595 22.0493 2.3531 2.1634 22.1674 2.3541 2.1671 22.2838 2.3551 2.1708 22.3985 2.3561 2.1744 22.5116 2.3570 2.1779 22.6231 2.3580 2.1813 22.7330 2.3589 2.1846 22.8415 2.3598 2.1879 22.9484 2.3606 2.1911 23.0540 2.3615 2.1942 20.7640 2.3135 2.0924 20.9018 2.3152 2.0977 21.0374 2.3170 2.1029 21.1708 2.3187 2.1080 21.3021 2.3203 2.1129 21.4313 2.3219 2.1177 21.5586 2.3235 2.1223 21.6839 2.3250 2.1268 21.8074 2.3265 2.1313 21.9290 2.3279 2.1356 22.0488 2.3293 2.1398 22.1669 2.3307 2.1439 22.2833 2.3320 2.1479 22.3980 2.3333 2.1518 22.5111 2.3346 2.1556 22.6226 2.3358 2.1593 22.7326 2.3370 2.1629 22.8410 2.3382 2.1665 22.9480 2.3394 2.1699 23.0535 2.3405 2.1733 20.7640 2.2858 2.0649 20.9018 2.2880 2.0706 21.0374 2.2902 2.0763 21.1708 2.2923 2.0817 21.3021 2.2943 2.0870 21.4313 2.2963 2.0922 21.5586 2.2983 2.0973 21.6839 2.3002 2.1022 21.8074 2.3020 2.1069 21.9290 2.3038 2.1116 22.0488 2.3056 2.1162 22.1669 2.3073 2.1206 22.2833 2.3089 2.1249 22.3980 2.3106 2.1291 22.5111 2.3122 2.1333 22.6226 2.3137 2.1373 22.7326 2.3152 2.1412 22.8410 2.3167 2.1451 22.9480 2.3182 2.1488 23.0535 2.3196 2.1525 1.5681 2.2581 0.0165 1.5785 2.2607 0.0165 1.5888 2.2634 0.0166 1.5988 2.2659 0.0166 1.6088 2.2683 0.0167 1.6185 2.2707 0.0167 1.6281 2.2731 0.0168 1.6376 2.2754 0.0168 1.6469 2.2776 0.0168 1.6561 2.2797 0.0169 1.6651 2.2818 0.0169 1.6741 2.2839 0.0169 1.6828 2.2859 0.0170 1.6915 2.2878 0.0170 1.7000 2.2898 0.0170 1.7085 2.2916 0.0171 1.7168 2.2934 0.0171 1.7250 2.2952 0.0171 1.7330 2.2970 0.0172 1.7410 2.2987 0.0172 4990.0972 2.2304 1.5799 4974.4097 2.2335 1.5991 5059.7217 2.2366 1.5991 5143.033; 2.2395 1.6091 5227,3457 2.2424 1.6188 5311.6577 2.2452 1.6294 5395.9692 2.2479 1.6379 5490.2917 2.2506 1.6472 5564.5933 2.2531 1.6564 5648.9058 2.2557 1.6654 5733.2179 2.2591 1.6743 5917,5293 2.2605 1.6831 5901.9419 2.2629 1.6919 5986.1538 2.2651 1.7003 6070.4653 2.2673 1.7097 6154.7778 2.2695 1.7170 6239.0898 2.2716 1.7252 6323.4019 2.2737 1.7333 6407.7139 2.2759 1.7412 6492.0259 2.2777 1.7491 23.1621 2.4243 2.2590 23.2648 2.4243 2.2612 23.3661 2.4243 2.2633 23.4662 2.4243 2.2654 23.5649 2.4243 2.2675 23.6624 2.4243 2.2694 23.7586 2.4243 2.2714 23.8536 2.4243 2.2733 23.9474 2.4243 2.2752 24.0401 2.4243 2.2770 24.1316 2.4243 2.2788 24.2220 2.4243 2.2806 24.3113 2.4243 2.2823 24.3995 2.4243 2.2840 24.4867 2.4243 2.2857 24.5728 2.4243 2.2873 24.6579 2.4243 2.2889 24.7420 2.4243 2.2905 24.8251 2.4243 2.2921 24.9073 2.4243 2.2936 23.1603 2.4037 2.2384 23.2630 2.4039 2.2409 23.3644 2.4042 2.2433 23.4644 2.4045 2.2456 23.5632 2.4047 2.2479 23.6607 2.4050 2.2501 23.7569 2.4052 2.2523 23.8520 2.4054 2.2545 23.9458 2.4057 2.2566 24.0385 2.4059 2.2587 24.1300 2.4061 2.2607 24.2204 2.4064 2.2627 24.3098 2.4066 2.2646 24.3980 2.4068 2.2665 24.4852 2.4070 2.2684 24.5713 2.4072 2.2702 24.6564 2.4074 2.2721 24.7406 2.4076 2.2738 24.8237 2.4078 2.2756 24.9059 2.4080 2.2773 23.1590 2.3830 2.2178 23.2617 2.3835 2.2205 23.3631 2.3841 2.2232 23.4632 2.3846 2.2258 23.5619 2.3851 2.2283 23.6594 2.3856 2.2308 23.7557 2.3861 2.2333 23.8508 2.3866 2.2356 23.9446 2.3870 2.2380 24.0373 2.3875 2.2403 24.1288 2.3879 2.2425 24.2193 2.3884 2.2447 24.3086 2.3888 2.2469 24.3969 2.3892 2.2490 24.4841 2.3897 2.2511 24.5702 2.3901 2.2532 24.6553 2.3905 2.2552 24.7395 2.3909 2.2571 24.8226 2.3912 2.2591 24.9048 2.3916 2.2610 107 23.1581 2.3623 2.1972 23.2608 2.3631 2.2002 23.3622 2.3639 2.2031 23.4623 2.3647 2.2060 23.5611 2.3655 2.2088 23.6586 2.3662 2.2115 23.7549 2.3669 2.2142 23.8499 2.3677 2.2168 23.9438 2.3684 2.2194 24.0365 2.3691 2.2219 24.1281 2.3697 2.2244 24.2185 2.3704 2.2268 24.3078 2.3711 2.2292 24.3961 2.3717 2.2316 24.4833 2.3723 2.2338 24.5695 2.3729 2.2361 24.6546 2.3735 2.2383 24.7388 2.3741 2.2405 24.8219 2.3747 2.2426 24.9041 2.3753 2.2447 23.1577 2.3416 2.1767 23.2604 2.3427 2.1799 23.3618 2.3438 2.1831 23.4619 2.3448 2.1862 23.5607 2.3458 2.1892 23.6582 2.3468 2.1922 23.7545 2.3478 2.1952 23.8495 2.3488 2.1980 23.9434 2.3497 2.2008 24.0361 2.3506 2.2036 24.1277 2.3515 2.2063 24.2181 2.3524 2.2089 24.3075 2.3533 2.2115 24.3957 2.3541 2.2141 24.4829 2.3550 2.2166 24.5691 2.3558 2.2190 24.6543 2.3566 2.2214 24.7384 2.3574 2.2238 24.8216 2.3582 2.2261 24.9038 2.3589 2.2284 23.1577 2.3210 2.1561 23.2604 2.3223 2.1596 23.3618 2.3237 2.1631 23.4619 2.3250 2.1664 23.5607 2.3262 2.1697 23.6582 2.3275 2.1730 23.7545 2.3287 2.1761 23.8495 2.3299 2.1792 23.9434 2.3311 2.1823 24.0361 2.3322 2.1853 24.1277 2.3334 2.1882 24.2181 2.3345 2.1911 24.3075 2.3355 2.1939 24.3957 2.3366 2.1966 24.4829 2.3377 2.1993 24.5691 2.3387 2.2020 24.6543 2.3397 2.2046 24.7384 2.3407 2.2072 24.8216 2.3416 2.2097 24.9038 2.3426 2.2121 1.7489 2.3003 0.0172 1.7566 2.3020 0.0173 1.7643 2.3035 0.0173 1.7718 2.3051 0.0173 1.7793 2.3066 0.0173 1.7867 2.3081 0.0174 1.7939 2.3096 0.0174 1.8011 2.3110 0.0174 1.8082 2.3124 0.0174 1.8152 2.3138 0.0175 1.8221 2.3152 0.0175 1.8289 2.3165 0.0175 1.8357 2.3178 0.0175 ‘ 1.8423 2.3191 0.0176 1.8489 2.3203 0.0176 1.8554 2.3216 0.0176 1.8619 2.3228 0.0176 1.8682 2.3239 0.0176 1.8745 2.3251 0.0177 1.8807 2.3263 0.0177 6576.3379 2.2797 1.7568 6660.6499 2.2816 1.7645 6744.9614 2.2834 1.7721 6829.2739 2.2853 1.7795 6913.5859 2.2870 1.7869 6997.8979 2.2888 1.7941 7082.2100 2.2905 1.8013 7166.5225 2.2922 1.8084 7250.8340 2.2938 1.8154 7335.1460 2.2954 1.8223 7419.4585 2.2970 1.8291 7503.7700 2.2985 1.8359 7588.0820 2.3001 1.8425 7672.3945 2.3016 1.8491 7756.7061 2.3030 1.8556 7841.0186 2.3044 1.8620 7925.3306 2.3059 1.8684 8009.6421 2.3072 1.8747 8093.9546 2.3086 1.8809 8178.2661 2.3099 1.8870 24.9885 2.4243 2.2951 25.0688 2.4243 2.2966 25.1482 2.4243 2.2980 25.2266 2.4243 2.2994 25.3042 2.4243 2.3008 25.3810 2.4243 2.3022 25.4569 2.4243 2.3035 25.5319 2.4243 2.3049 25.6061 2.4243 2.3062 25.6795 2.4243 2.3075 25.7521 2.4243 2.3087 25.8240 2.4243 2.3100 25.8950 2.4243 2.3112 25.9653 2.4243 2.3124 26.0349 2.4243 2.3136 26.1037 2.4243 2.3147 26.1718 2.4243 2.3159 26.2392 2.4243 2.3170 26.3058 2.4243 2.3181 26.3718 2.4243 2.3192 24.9871 2.4082 2.2790 25.0674 2.4084 2.2806 25.1468 2.4085 2.2822 25.2253 2.4087 2.2838 25.3029 2.4089 2.2854 25.3797 2.4091 2.2870 25.4556 2.4092 2.2885 25.5306 2.4094 2.2900 25.6048 2.4096 2.2914 25.6783 2.4097 2.2929 25.7509 2.4099 2.2943 25.8227 2.4100 2.2957 25.8938 2.4102 2.2971 25.9641 2.4103 2.2984 26.0337 2.4105 2.2997 26.1025 2.4106 2.3010 26.1706 2.4108 2.3023 26.2380 2.4109 2.3036 26.3047 2.4110 2.3049 26.3707 2.4112 2.3061 24.9861 2.3920 2.2629 25.0664 2.3924 2.2647 25.1458 2.3927 2.2665 25.2243 2.3931 2.2683 25.3019 2.3934 2.2700 25.3787 2.3938 2.2717 25.4546 2.3941 2.2734 25.5297 2.3944 2.2751 25.6039 2.3948 2.2767 25.6773 2.3951 2.2783 25.7500 2.3954 2.2799 25.8218 2.3957 2.2814 25.8929 2.3960 2.2829 25.9632 2.3963 2.2844 26.0328 2.3966 2.2859 26.1016 2.3969 2.2874 26.1697 2.3972 2.2888 26.2371 2.3975 2.2902 26.3038 2.3978 2.2916 26.3699 2.3980 2.2930 108 24.9854 2.3758 2.2467 25.0657 2.3764 2.2488 25.1451 2.3769 2.2507 25.2236 2.3775 2.2527 25.3013 2.3780 2.2546 25.3780 2.3785 2.2565 25.4539 2.3790 2.2583 25.5290 2.3795 2.2602 25.6033 2.3800 2.2620 25.6767 2.3805 2.2637 25.7493 2.3810 2.2654 25.8212 2.3814 2.2672 25.8923 2.3819 2.2688 25.9626 2.3823 2.2705 26.0322 2.3828 2.2721 26.1010 2.3832 2.2737 26.1692 2.3836 2.2753 26.2366 2.3841 2.2768 26.3033 2.3845 2.2784 26.3693 2.3849 2.2799 24.9850 2.3597 2.2306 25.0654 2.3604 2.2328 25.1448 2.3611 2.2350 25.2233 2.3618 2.2371 25.3009 2.3625 2.2392 25.3777 2.3632 2.2413 25.4536 2.3639 2.2433 25.5287 2.3646 2.2453 25.6029 2.3652 2.2472 25.6764 2.3659 2.2492 25.7490 2.3665 2.2510 25.8209 2.3671 2.2529 25.8920 2.3677 2.2547 25.9623 2.3683 2.2565 26.0319 2.3689 2.2583 26.1007 2.3695 2.2601 26.1689 2.3701 2.2618 26.2363 2.3706 2.2635 26.3030 2.3712 2.2651 26.3690 2.3717 2.2668 24.9850 2.3435 2.2146 25.0654 2.3444 2.2169 ’25.1448 2.3453 2.2193 25.2233 2.3462 2.2216 25.3009 2.3471 2.2239 25.3777 2.3480 2.2261 25.4536 2.3488 2.2283 25.5287 2.3496 2.2304 25.6029 2.3505 2.2325 25.6764 2.3513 2.2346 25.7490 2.3520 2.2367 25.8209 2.3528 2.2387 25.8920 2.3536 2.2407 25.9623 2.3543 2.2426 26.0319 2.3551 2.2445 26.1007 2.3558 2.2464 26.1689 2.3565 2.2483 26.2363 2.3572 2.2501 26.3030 2.3579 2.2519 26.3690 2.3586 2.2537 1.8868 2.3274 0.0177 1.8929 2.3285 0.0177 1.8989 2.3296 0.0177 1.9048 2.3306 0.0178 1.9107 2.3317 0.0178 1.9165 2.3327 0.0178 1.9222 2.3337 0.0178 1.9279 2.3347 0.0178 1.9335 2.3357 0.0178 1.9390 2.3366 0.0179 1.9445 2.3376 0.0179 1.9499 2.3385 0.0179 1.9553 2.3394 0.0179 1.9606 2.3403 0.0179 1.9659 2.3412 0.0179 1.9711 2.3421 0.0180 1.9762 2.3430 0.0180 1.9813 2.3438 0.0180 1.9863 2.3446 0.0180 1.9913 2.3455 0.0180 8262.5781 2.3112 1.8931 8346.8906 2.3125 1.8991 8431.2021 2.3138 1.9050 8515.5146 2.3150 1.9109 8599.8271 2.3162 1.9167 8684.1387 2.3174 1.9224 8768.4502 2.3186 1.9280 8852.7627 2.3198 1.9337 8937.0742 2.3209 1.9392 9021.3867 2.3220 1.9447 9105.6992 2.3232 1.9501 9190.0107 2.3242 1.9555 9274.3232 2.3253 1.9608 9358.6348 2.3264 1.9660 9442.9463 2.3274 1.9712 9527.2588 2.3284 1.9764 9611.5713 2.3294 1.9815 9695.8838 2.3304 1.9865 9780.1943 2.3314 1.9915 9864.5068 2.3323 1.9964 109 26.4371 26.4360 26.4352 26.4346 26.4343 26.4343 1.9963 9948.8193 SHELF-LIFE OF THIS PRODUCT IS 10013.31445hr3 FORTRAN STOP APPENDIX B APPENDIX B Sorption Experiment of Deltasone Tablet Table 11. Summary of sorption experiments of 20 mg Deltasone tablet at 25.0 ° C 110 Test Number Ewmive Humidity I Range (%) ' 1 SORP 91 0 - 11.50 ) 2 SORP 92 11.50 - 15.25 i 3 SORP 01 15.75 - 23.20 T 4 soap 02 23.20 - 27 l 5 SORP C3a 27.50 - 34.50 . 6 SORP C3b 36 - 4o , 7 SORP 05 40.75 - 49.90 ' 9 SORP 60 49.95 - 60.35 2 9 SORP 7Ca 60.70 - 66 g 10 sonp 7Cb 66 - 73.40 i 11 sonp 09 72.25 - 77.75 5 12 sonp 09 77.90 - 92.45 1 13 SORP 10 92.05 - 97.30 14 sonp 13 96.70 - 91.70 H ======L 111 Moisture sorption isotherm data for Deltasone tablet at 25.0 ° 0 Table 12. Absolute Tablet Weight 0 407.7421 0 0 , 0.115 409.2698 1.5277 0.375 H 0.153 409.35 1.6079 0.394 0.232 409.8798 2.1377 0.524 0.27 410.36 2.6179 0.642 0.345 410.593 2.8509 0.699 0.4 410.7729 3.0308 0.743 0.488 411.5429 3.8008 0.932 0.604 412.0246 4.2825 1.05 0.66 412.7226 4.9805 1.221 0.734 413.3085 5.5664 1.365 0.778 414.2913 6.5492 1.606 0.825 415.5057 7.7636 1.904 0.873 415.7983 8.0562 1.976 0.217 422.0713 14.3292 An = Water activity = Equilibrium Moisture Content EMC Table 13. Comparison of experimental and calculated ngL for 112 tablet at 0 - 11.50% R.H. and 25.0 ° 0 with determination of diffusion coefficient Time [ (hours) meadows-0010940 Sum of diff. 1 0.427244 0.63193 0.73483 0.785625 0.819533 0.842836 0.859789 0.873208 0.883943 0.893042 0.900242 0.906592 0.911828 0.91641 0.920665 0.923545 0.924789 0.925313 0.923807 0.931138 0.948616 0.955227 0.960136 0.96354 0.967467 0.973555 0.975453 0.976239 0.979577 0.979053 0.980101 0.981606 0.984094 0.987039 0.990116 0.992996 0.995352 0.997185 0.998756 sum of the difference2 between exp. Calculated "/__ 0 0.397925 0.540453 0.653264 0.739693 0.903099 0.951632 0.999202 0.915759 0.936523 0.952169 0.963959 0.972942 0.979536 0.99459 0.999391 0.991245 0.993403 0.995029 0.996254 0.997179 0.997973 0.999397 0.999792 0.99909 0.999314 0.999493 0.999611 0.999707 0.999779 0.999933 0.999975 0.999905 0.999929 0.999946 0.99996 0.99997 0.999977 0.999993 0.999997 0.99999 0.999992 T12 1.52 1.54 1.58 1.62 1.66 1.70 1.71 1.72 1.73 1.74 1.75 1.76 Diffusion Coeff. = 0.004404 cmz/hour um of ? 0.090486 0.089439 0.087708 0.086465 0.085695 0.085376 0.085365 0.085381 0.085422 0.085491 0.085587 0.085711 and calc. Illillllllll 74 5 1.1 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 Mt/ Minf. 113 Ill-lllliiiil"""" 0 ' 1 1 1 1 Figure 25 . 0 10 20 30 40 TIME (hours) . Experimental _Calculated tablet at o - 11.50% R.H. and 25.0 °<: 50 Comparison of experimental and calculated Mt/M_ for (sonp 91) 114 1.1 Mt / Minf. O 1 1 1 0 10 20 30 40 TIME (hours) Figure 26. Experimental sorption of tablet at 11.50 - 15.25% R.H., 25.0 ° 0 ($099 92) 115 Ll IMt/Nfinfl Figure 27. l 1 I 10 20 30 40 TIME (hours) Experimental sorption of tablet at 15.75 - 23.20% R.H., 25.0 ° 0 ($014? 01) 116 0.6 9 P P w A Ur Ml: (Weight Gain, mg) .° N 0.1 0 l 0 50 100 150 TIME (hours) Figure 28. Experimental tablet weight gain at 23.20 - 27% R.H., 25.0 ° 0 (50129 02) 117 Nfl/hfinfi 0 1 1 1 1 1 0 S 10 15 20 25 30 TIME (hours) Figure 29. Experimental sorption of tablet at 27.50 - 34.50% R.H., 25.0 ° 0 (SORP C3a) 118 Table 14. Comparison of experimental and calculated MVGL for tablet at 36 - 40% R.H. determination of diffusion coefficient and 25.0 ° C with Time (hours) 0 0.25 0.5 0.75 1 1.25 1.5 1.75 2 2.25 2.5 2.75 3 3.25 3.5 3.75 4 4.25 4.5 4.75 5 5.25 5.5 5.75 6 6.25 6.5 6.75 7 7.25 7.5 7.75 8 8.25 8.5 8.75 9 9.25 9.5 9.75 10 10.25 10.5 10.75 11 11.25 11.5 Sum Of diff.z Exp. ll/M; 0 0.00603 0.022111 0.052261 0.088442 0.139698 0.18392 0.237186 0.281407 0.333668 0.38191 0.435176 0.478392 0.514573 0.539698 0.560804 0.584925 0.60804 0.634171 0.660302 0.681407 0.702513 0.731658 0.751759 0.769849 0.78995 0.80804 0.826131 0.842211 0.861307 0.870352 0.881407 0.895477 0.911558 0.923618 0.934673 0.950754 0.956784 0.970854 0.975879 0.972864 0.978894 0.98191 0.988945 1.001005 1.001005 1 Calculated mm. 0 0.299699 0.31119 0.330029 0.353041 0.378209 0.404266 0.430419 0.456183 0.481267 0.505505 0.528809 0.551144 0.572502 0.592896 0.612352 0.630899 0.648573 0.66541 0.681446 0.696717 0.711258 0.725104 0.738286 0.750837 0.762787 0.774164 0.784995 0.795307 0.805124 0.814471 0.823369 0.831841 0.839906 0.847585 0.854895 0.861855 0.86848 0.874788 0.880794 0.886511 0.891954 0.897137 0.90207 0.906767 0.911239 0.915496 — 1 Tu: Sum of j (hours) diff.2 i 2.10 0.761769 I 2.20 0.721649 ! 2.30 0.695722 } 2.40 0.692954 : 2.45 0.69094 7 2.46 0.690994 i 2.47 0.690961 9 2.49 0.691131 1 i I l i Diffusion g Coeff. = I 0.003061 1 cmz/hour : i I j Ji i j l I } r l l 1 E i l i i l ! —-_ i = sum of the difference’ between exp. and calc. 119 1.2 Mt / Minf. 0 1 J 1 1 l 1 0 2 4 6 8 10 12 14 TIME (hours) . Experimental _Calculated Figure 30. Comparison of experimental and calculated lat/M. for tablet at 36 - 40% R.H. and 25.0 ° 0 (SORP 03b) Table 15. Comparison of experimental and calculated Mt/M. for 120 tablet at 40.75 - 49.90% R.H. and 25.0 ° 0 with determination of diffusion coefficient (hours) P_.——________ 35.5 I 0.27509 0.481551 0.573439 0.629289 0.668916 0.701795 0.728643 0.753625 0.775879 0.799569 0.819239 0.837904 0.861307 0.86748 0.865757 0.854559 0.856138 0.870065 0.884566 0.896482 0.903087 0.909404 0.916296 0.922757 0.927638 0.933094 0.938406 0.943862 0.950179 0.956927 0.964393 0.971285 0.979469 0.986648 0.996698 1 Sum of diff.2 = sum of the difference2 between exp. and calc. Calculated 0.326579 0.39566 0.468999 0.536574 0.596435 0.648815 0.694469 0.734208 0.768785 0.798865 0.825032 0.847795 0.867597 0.884822 0.899807 0.912842 0.924181 0.934045 0.942626 0.95009 0.956583 0.962232 0.967145 0.97142 0.975138 0.978372 0.981186 0.983634 0.985763 0.987615 0.989227 0.990628 0.991847 0.992908 0.993831 0.994246 Tvz Diffusion Coeff. = 0.002170 cmz/hour 0.081304 0.080946 0.080942 0.080951 0.080981 0.081021 121 1.2 Mt/ Minf. 0 l l L 0 10 20 30 40 TIME (hours) . Experimental _Calculated Figure 31. Comparison of experimental and calculated Flt/M. for tablet at 40.75-49.90% R.H. and 25.0 ° 0 (5099 05) 122 1.2 Mt/ Minf. 0 1 1 1 1 l 1 0 2 4 6 8 10 12 14 TIME (hours) Figure 32. Experimental sorption of tablet at 48.85 - 60.35% R.H., 25.0 ° 0 (SORP 6C) 123 Table 16. Comparison of experimental and calculated 131/u, for tablet at 60.70 - 66% R.H. determination of diffusion coefficient '1‘"2 Sum of "WW , _ __ __— (hours) M /M. M /M. 0 0 0 0.5 0.00294 0.32929 1 0.191102 0.402445 1.5 0.407291 0.478689 2 0.542728 0.548098 2.5 0.633281 0.609038 3 0.696394 0.661967 3.5 0.742062 0.707786 4 0.776362 0.74741 4.5 0.804194 0.781665 5 0.828499 0.811275 5.5 0.849667 0.83687 6 0.868091 0.858994 6.5 0.884555 0.878117 7 0.899647 0.894647 7.5 0.912191 0.908935 8 0.924735 0.921286 8.5 0.935711 0.931961 9 0.945708 0.941189 9.5 0.957076 0.949165 10 0.966484 0.956059 10.5 0.97452 0.962018 11 0.982556 0.96717 11.5 0.988436 0.971622 12 0.989808 0.975471 12.5 0.988044 0.978797 13 0.988044 0.981673 13.5 0.990004 0.984158 14 0.996472 0.986307 14.5 1 0.988164 and 25.0 1.60 1.64 1.65 1.66 1.67 1.68 1.70 Diffusion Coeff. = 0.004536 cm3/hour O Sum of diff.2 sum of the difference2 between exp. C wi 0.164457 0.16293 0.16278 0.162713 0.162736 0.162847 0.16333 1 1 and calc. 124 1.2 Mt / Minf. 0 l 1 1 0 5 10 15 20 TIME (hours) . Experimental _Calculated Figure 33. Comparison of experimental and calculated Mt/M, for tablet at 60.70 - 66% R.H. and 25.0 ° c (soap 7Ca) 125 Table 17. Comparison of experimental and calculated M /H_ for tablet at 66 - 73.40% R.H. and 25.0 ° c with determination of diffusion coefficient Calculated T 12 (hours) M/H. Sum of diff.2 0.003256 0.092716 0.224507 0.341902 0.435476 0.511397 0.572408 0.622451 0.665124 0.701971 0.732648 0.75904 0.782519 0.802742 0.81988 0.836675 0.850386 0.864096 0.876435 0.887746 0.898543 0.907798 0.917224 0.924764 0.931962 0.938646 0.944987 0.951157 0.956641 0.962639 0.967952 0.973093 0.978406 0.982862 0.987318 0.991945 0.995716 0.998972 1.001371 1.002742 0.991602 1.002913 1.002057 0 0.309764 0.34859 0.397027 0.446755 0.494451 0.538918 0.579853 0.617315 0.651507 0.682674 0.711067 0.736924 0.76047 0.78191 0.801431 0.819205 0.835388 0.850122 0.863538 0.875753 0.886874 0.897 0.90622 0.914614 0.922257 0.929216 0.935552 0.941321 0.946573 0.951355 0.95571 0.959674 0.963284 0.96657 0.969563 0.972287 0.974768 0.977026 0.979083 0.980955 0.98266 0.984212 0.985625 0.986912 1.27 1.28 1.29 1.30 1.36 1.40 0.2142 0.213818 0.213665 0.213742 0.218822 0.226393 1.43 0.234163 1.46 0.243604 Diffusion Coeff. = 0.005837 cmz/hour sum of the difference2 between exp. and calc. 126 1.2 Mt / Minf. 0 1 1 1 I 1 0 2 4 6 8 10 12 TIME (hours) . Experimental _Calculated Figure 34. Comparison of experimental and calculated 11./M. for tablet at 66 - 73.40% R.H. and 25.0 ° c (SORP 7Cb) Table 18. Comparison of experimental and calculated Mvflg for 127 tablet at 72.25 - 77.75% R.H. and 25.0 ° c with determination of diffusion coefficient l Time Exp. Calculated T12 Sum of (hours) M /M_, M /M, (hours) diff.2 0 0 0 1.60 0.051542 0.5 0.126425 0.329647 1.64 0.050668 1 0.332308 0.403324 1.65 0.050656 1.5 0.47819 0.479935 1.66 0.050726 2 0.569321 0.549571 1.68 0.051105 2.5 0.637466 0.610642 1.70 0.051804 3 0.691493 0.663634 1.72 0.052799 3.5 0.733032 0.709468 4 0.768597 0.749071 4.5 0.800271 0.783279 5 0.823077 0.812825 Diffusion 5.5 0.842896 0.838344 Coeff. = 6 0.85991 0.860383 0.004564 6.5 0.874299 0.879417 cmz/hour 7 0.886787 0.895857 7.5 0.897738 0.910055 8 0.907692 0.922318 8.5 0.920271 0.932908 9 0.93276 0.942055 9.5 0.942443 0.949955 10 0.949955 0.956778 10.5 0.95629 0.962671 11 0.9619 0.96776 11.5 0.967149 0.972155 12 0.971222 0.975952 12.5 0.975837 0.97923 13 0.979457 0.982062 13.5 0.982624 0.984507 14 0.985068 0.98662 14.5 0.987692 0.988444 15 0.990407 0.990019 15.5 0.992489 0.99138 16 0.994842 0.992555 16.5 0.997014 0.99357 17 0.999548 0.994447 17.5 1.001448 0.995204 17.75 1 0.995543 Sum of diff.’ = sum of the difference’ between exp. and calc. 128 1.2 Mt / Minf. 0 1 1 1 0 5 10 15 20 TIME (hours) Figure 35. Experimental sorption of tablet at 72.25 - 77.75% R.H., 25.0 ° c (soap ca) 129 Table 19. Comparison of experimental and calculated MVQL for tablet at 77.90 - 82.45% R.H. and 25.0 ° c with determination of diffusion coefficient Calculated M/M. 0 O 0 1.25 0.074536 0.5 0.191391 0.347156 1.30 0.0726 1 0.337666 0.443662 1.31 0.072598 1.5 0.453808 0.534866 1.32 0.072723 2 0.557202 0.61278 1.35 0.073829 2.5 0.645778 0.677956 1.40 0.078014 3 0.720778 0.732221 1.45 0.084958 3.5 0.782368 0.777354 1.50 0.094519 4 0.831871 0.814882 4.5 0.871109 0.846085 5 0.90505 0.872028 5.5 0.932781 0.893599 Diffusion 6 0.953808 0.911533 Coeff. = 6.5 0.969619 0.926445 0.005748 7 0.981043 0.938843 cm1/hour 7.5 0.991142 0.949152 8 0.999338 0.957723 8.5 1.004636 0.964849 9 1.008692 0.970774 9.5 1.012169 0.9757 10 1.015563 0.979796 10.5 1.019123 0.983201 11 1.021689 0.986033 11.5 1.023179 0.988387 12 1.024338 0.990345 12.5 1.022599 0.991972 13 1.020033 0.993325 13.5 1.017881 0.99445 14 1.015811 0.995386 14.5 1.013162 0.996164 15 1.009272 0.99681 15.5 1.007036 0.997348 16 1.004884 0.997795 16.5 1.00207 0.998167 16.75 1 0.998328 Sum of diff.2 sum of the difference” between exp. and calc. 130 1.2 11 ...-IIIIIIIIIIII Mt/ Minf. l l 10 15 20 TIME (hours) . Experimental _Calculated Figure 36. Comparison of experimental and calculated Mt/M. for tablet at 77.90-82.45% R.H. and 25.0 ° c (SORP C9) 131 Table 20. Comparison of experimental and calculated Mvflg for tablet at 82.05 - 87.30% R.H. and 25.0 ° c with determination of diffusion coefficient Calculated M/M. 0 0 0 2.08 0.038614 1 0.215121 0.37013 2.09 0.038574 2 0.439014 0.490327 2.10 0.038571 3 0.577833 0.593975 2.11 0.038603 4 0.670774 0.677335 2.15 0.039101 5 0.741994 0.74368 2.20 0.040502 6 0.799151 0.796395 2.25 0.042795 7 0.845725 0.838271 2.30 0.045849 8 0.883111 0.871534 9 0.913464 0.897956 10 0.938179 0.918944 11 0.959343 0.935615 Diffusion 12 0.975494 0.948857 Coeff. = 13 0.989 0.959376 0.003585 14 0.999582 0.967731 cm3/hour 15 1.004107 0.974368 16 1.006892 0.97964 17 1.007449 0.983827 18 1.007519 0.987153 19 1.007937 0.989796 20 1.009816 0.991894 21 1.012531 0.993561 22 1.013854 0.994886 23 1.015664 0.995938 24 1.020955 0.996773 25 1.024854 0.997437 26 1.02374 0.997964 27 1.021791 0.998383 28 1.01817 0.998715 29 1.013436 0.99898 30 1.008911 0.999189 31 1.005569 0.999356 32 1.001184 0.999489 32.25 1 0.999517 Sum of diff.2 sum of the difference’ between exp. and calc. 132 1.2 Mt / Minf. 0 1 1 1 1 1 1 0 5 10 15 20 25 30 35 TIME (hours) . Experimental _Calculated Figure 37. Comparison of experimental and calculated Mt/M. for tablet at 82.05-87.30% R.H. and 25.0 ° C (SORP 10) 133 1.2 Mt / Minf. 0 1 1 1 1 1 1 0 5 10 15 20 25 30 35 TIME (hours) Figure 38. Experimental sorption of tablet at 86.70 - 91.70% R.H., 25.0 ° c (SORP 13) APPENDIX C APPENDIX C Sorption Experiment of PVC Film Table 21. Summary of sorption experiments of PVC film at 25.0 ° c Test Number Experimental Test Relative Humidity Range (%) 1 SORP P1 0 - 26.90 2 SORP P2 26.65 - 43.50 3 SORP P3 43.50 - 58.20 4 SORP P4 58.20 - 77 Table 22. Moisture sorption isotherm data for PVC film at 25.0 ° c AH Absolute EMC Calc. EMC Film Weight (g 1120/ (g 1120/ Weight Change 100 g dry 100 g dry product) product) 0 193.9691 M A = Water activity EMC = Equilibrium Moisture Content = Calculated Calc. 134 0.269 194.0393 0.0702 0.036 0.046 0.435 194.1173 0.1482 0.076 0.074 0.582 194.1622 0.1931 0.1 0.099 0.77 194.2264 0.2573 135 Table 23. Comparison of experimental and calculated M,fig for PVC film at 0 - 26.90% R.H. and 25.0 ° c wit determination of diffusion coefficient h Exp. Calculated 0 0 0 0.74 0.040469 0.5 0.373219 0.39354 0.80 0.03044 1 0.586895 0.532911 0.82 0.029135 1.5 0.696581 0.644594 0.84 0.027906 2 0.762108 0.729935 0.86 0.027173 2.5 0.806268 0.794814 0.026994 3 0.847578 0.844109 0.026993 3.5 0.873219 0.881561 0.02709 4 0.894587 0.910016 0.02729 4.5 0.908832 0.931635 5 0.911681 0.948059 5.5 0.924501 0.960538 6 0.930199 0.970019 Diffusion 6.5 0.935897 0.977222 7 0.935897 0.982694 7.5 0.950142 0.986852 cmz/hour 8 0.951567 0.990011 8.5 0.954416 0.992411 9 0.958689 0.994234 9.5 0.960114 0.995619 10 0.962963 0.996672 10.5 0.972934 0.997471 11 0.974359 0.998079 11.5 0.977208 0.99854 12 0.981481 0.998891 12.5 0.987179 0.999157 13 0.992877 0.99936 13.5 0.994302 0.999514 14 0.998575 0.999631 14.5 0.994302 0.999719 15 1.002849 0.999787 15.5 1.005698 0.999838 16 1.008547 0.999877 16.5 1.012821 0.999906 17 1.014245 0.999929 17.5 1.01567 0.999946 18 1.004274 0.999959 18.5 1 0.999969 J Sum of diff.2 sum of the difference2 between exp. and calc. 136 1.2 0.8 :5 E 0.6 E 0.4 0.2 0 1 1 1 0 5 10 15 20 TIME (hours) . Experimental _Calculated Figure 39. Comparison of experimental and calculated Mt/M. for pvc film at 0 - 26.90% R.H. and 25.0 ° c (SORP P1) 137 1.2 Mt / Minf. L l l l l l 10 20 30 40 50 60 70 TIME (hours) 9- Figure 40. Experimental sorption of PVC film at 26.65-43.50% R.H., 25.0 ° c (SORP P2) 138 1.4 1.2 — 0.8 ~ Mt/ Minf. 0.6 r 0.4 0.2 0 i 1 1 1 1 1 0 10 20 30 40 50 60 TIME (hours) Figure 41. Experimental sorption of PVC film at 43.50-58.20% R.H., 25.0 ° c (SORP pa) 139 Table 24. Comparison of experimental and calculated Mvflg for PVC film at 58.20 - 77% R.H. and 25.0 ° c with l determination of diffusion coefficient a) \l O) U! ab U N H 0 0 O O O O O O UI‘OUIQUIQWGUWUIhMUUINUII-‘kflo )0 H. O ..- O U! H ..- 11.5 12 12.5 13 13.5 14 14.5 15 15.5 16 16.5 17 17.5 18 18.5 19 19.5 20 20.5 21 21.5 22 22.5 23 23.5 Sum of diff.2 Exp. M/M. 0 0.203288 0.439462 0.596413 0.699552 0.769806 0.814649 0.849028 0.877429 0.896861 0.910314 0.920777 0.932735 0.93722 0.944694 0.947683 0.949178 0.950673 0.964126 0.971599 0.980568 0.979073 0.980568 0.989537 0.995516 1.00299 1.008969 1.017937 1.025411 1.029895 1.035874 1.037369 1.037369 1.037369 1.037369 1.028401 1.019432 1.010463 1.010463 1.007474 1.00299 1.007474 1.004484 1.001495 1.008969 1.014948 1.010463 1 Calculated M/M. 0 0.365588 0.48154 0.583157 0.665774 0.73214 0.785346 0.827985 0.862155 .0.889537 0.91148 0.929064 0.943155 0.954447 0.963496 0.970747 0.976558 0.981215 0.984946 0.987937 0.990333 0.992253 0.993792 0.995025 0.996013 0.996805 0.99744 0.997949 0.998356 0.998683 0.998944 0.999154 0.999322 0.999457 0.999565 0.999651 0.99972 0.999776 0.99982 0.999856 0.999885 0.999908 0.999926 0.999941 0.999952 0.999962 0.999969 0.999976 1.14 Diffusion Coeff. = 1.62 E -05 cm1/hour sum of the difference2 between exp. Sum of diff.2 0.048983 0.048705 0.048296 0.048169 0.048075 0.048112 0.049606 1 ——a and calc. 140 1.2 Mt/ Minf. 0 1 1 1 1 0 5 10 15 20 25 TIME (hours) Figure 42. Experimental sorption of PVC film at 58.20-77% R.H., 25.0 ° c (SORP p4) APPENDIX D APPENDIX D Sorption Experiment of Acler Film Table 25. Summary of sorption experiments of Aclar film at 25.0"c Test Number Experimental Test Relative Humidity Range (%) 1 SORP L2 0 - 27.35 2 SORP L4 27.35 - 43.50 I 3 SORP L6 43.50 - 58 I 4 SORP L7 58 - 74.45 I Table 26. Moisture sorption isotherm data for Aclar film at 25.0 C fl 1?=-===-F_l—=====—-_ - » - , , 77% ~ ‘ AH Absolute Film EMC Calc. EMC Film Weight (g 1120/ (g 1120/ Weight Change 100 g dry 100 g dry ‘ 1 (mg) (mg) product) product)_; 0 50.7371 0 0 0.003 0.274 50.7649 0.0278 0.055 0.054 0.435 50.7797 0.0426 0.084 0.083 0.58 50.7983 0.0612 0.121 0.11 0.745 50.8034 __19:0§§§__ ‘ ¥_0.131 0'14- 1 An = Water activity EMC = Equilibrium Moisture Content Calc. = Calculated 141 142 1.2 Mt / Minf. 0 1 1 1 1 1 0 5 10 15 20 25 30 TIME (hours) Figure 43. Experimental sorption of Aclar film at 0 - 27.35% R.H., 25.0 ° c (SORP L2) 143 Table 27. Comparison of experimental and calculated Mot/M. for Aclar film at 27.35 - 43.50% R.H. and 25.0 C with determination of diffusion coefficient Calculated M/M. 0 0 0 0.50 0.089474 0.25 0.422857 0.348129 0.52 0.077926 0.5 0.508571 0.445762 0.55 0.064347 0.75 0.594286 0.53762 0.58 0.053588 1 0.657143 0.615863 0.61 0.048002 1.25 0.737143 0.681165 0.64 0.045094 1.5 0.754286 0.735422 0.65 0.044979 1.75 0.777143 0.780456 0.66 0.045197 2 0.811429 0.817827 0.67 0.045868 2.25 0.828571 0.848837 2.5 0.822857 0.874568 2.75 0.84 0.895919 3 0.845714 0.913636 Diffusion 3.25 0.868571 0.928337 Coeff. = 3.5 0.891429 0.940536 1.21 E -06 3.75 0.908571 0.950658 cm3/hour 4 0.931429 0.959057 4.25 0.942857 0.966026 4.5 0.954286 0.971809 4.75 0.965714 0.976608 5 0.988571 0.98059 5.25 1.011429 0.983894 5.5 1.011429 0.986636 5.75 1.022857 0.98891 6 1.028571 0.990798 6.25 1.022857 0.992365 6.5 1.011429 0.993664 6.75 0.994286 0.994743 7 1 0.995638 7.25 1.017143 0.99638 7.5 1.017143 0.996996 7.75 1.017143 0.997508 8 1.011429 0.997932 8.25 1 0.998284 Sum of diff.’ = sum of the difference2 between exp. and calc. 144 1.2 Mtl Minf. 0 1 1 1 1 1 1 1 1 0 1 2 3 4 5 6 7 8 9 TIME (hours) . Experimental _Calculated Figure 44. Comparison of experimental and calculated Mt/M, for Aclar film at 27.35-43.50% R.H., 25.0 ° c (SORP L4) 145 Table 28. Comparison of experimental and calculated Mt/M.I for Aclar film at 43.50 - 58% R.H. determination of diffusion coefficient Tvz and 25.0 ° C with E Calculated 0 0 0 0.25 0.485577 0.454602 0.5 0.644231 0.628646 0.75 0.735577 0.748548 1 0.826923 0.829778 1.25 0.860577 0.884768 1.5 0.903846 0.921994 1.75 0.932692 0.947194 2 0.971154 0.964253 2.25 0.990385 0.975801 2.5 0.995192 0.983618 2.75 1.004808 0.98891 3 1.009615 0.992493 3.25 1.004808 0.994918 3.5 1.009615 0.99656 3.75 1 0.997671 4 1 0.998423 — Sum of diff.2 Diffusion Coeff. = 2.53 E -06 cmz/hour 0.02068 0.010792 0.004109 0.00372 0.004I5 0.005298 = sum of the difference“ between exp. and calc. 146 1.2 Mt/ Minf. 0 1 1 J 1 0 1 2 3 4 5 TIME (hours) Figure 45. Experimental sorption of Aclar film at 43.50 - 58% R.H., 25.0 ° c (SORP L6) 147 1.5 Mt/ Minf. 0 L 1 4 1 1 0 0.5 1 1.5 2 2.5 3 TIME (hours) Figure 46. Experimental sorption of Aclar film at 58 - 74.45% R.H., 25.0 ° c (SORP L7) APPENDIX E APPENDIX E Water Vapor Transmission Rate and Permeability of Materials WVTR = Water Vapor Transmission Rate (g / 102 day) Perm. = Permeability (g mil / m2 Area of dish = 0.00608 m2 148 day mmHg) Table 29. WVTR and Permeability of blister materials at 37.78 ° c and 85% R.H. (Dish Method) Weight Gain (grams) ___ __ ‘__ 1.1 _ k __ Pkg. 7 days 21.days 35 days WVTR Perm. f Mat'l. ____________________l____i____ Aclar 1 0.0426 0.086 0.1099 0.5163 0.0196 ‘ Aclar 2 0.0097 0.0264 0.0471 0.2213 0.00838 Aclar 3 0.0063 0.0271 0.0457 0.2147 0.00813 l PVC 1 0.0554 0.1144 0.1622 0.762 0.135 PVC 2 0.0496 0.1114 0.165 0.7751 0.138 PVC 3 0.0536 0.1088 0.1562 0.7338 0.13 I PVC/Aclar1 0.006 0.0196 0.0354 0.1663 0.0358 PVC/AclarZ 0.005 0.0156 0.0334 0.1569 0.0338 PVC/Aclar3 0.0655 0.1275 0.1677 0.7878 0.17 BIBLIOGRAPHY BIBLIOGRAPHY Berens, A. R. 1989. Transport of Plasticizing Penetrants in Glassy Polymers. Polymer Preprints, Division of Polymer Chemistry, American Chemical Society, Dallas. 30 (1):5. Bizot, H. 1991. Using the 'G.A.B.' Model to Construct Sorption Isotherms. Physical Properties of Food. 43-53. Bonis, L. J. 1989. Pharmaceutical Substances and Medical Devices in Coextruded Plastic Containers. Tappi Journal. 72 (9):185-188. Brennan, A. M. 1992. 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