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. 2020 Jul 30;70:105298. doi: 10.1016/j.ultsonch.2020.105298

Table 2.

Parameters and regression coefficient of the different models applied to drying kinetics of five drying methods.

Model Parameter FBD USP AUA HWB Oven
Newton k 0.0938 0.0919 0.0673 0.0881 0.4214
R2 0.998 0.999 0.998 0.998 0.991
RMSE 0.0184 0.0134 0.0157 0.0186 0.0434
X2 0.0004 0.0002 0.0003 0.0004 0.0021
AIC −57.556 −62.659 −60.1 −57.311 −60.006
BIC −63.956 −69.059 −66.5 −63.711 −69.006



Henderson and Pabis a 0.9941 1.0023 1.0071 0.9992 1.0557
k 0.0933 0.0921 0.0677 0.088 0.4459
R2 0.9981 0.999 0.998 0.998 0.989
RMSE 0.0182 0.0132 0.0154 0.0187 0.0392
X2 0.0004 0.0002 0.0003 0.0005 0.0019
AIC −52.061 −57.228 −54.73 −51.678 −61.814
BIC −61.981 −67.149 −64.651 −61.598 −69.163



Page k 0.0419 0.0116 0.0129 0.0125 0.0638
n 1.0176 1.3941 1.2897 1.3436 1.9933
R2 0.999 0.999 0.997 0.999 0.999
RMSE 0.0116 0.0087 0.0189 0.0128 0.011
X2 0.0002 0.0001 0.0005 0.0002 0.0001
AIC −59.339 −63.945 −51.497 −57.747 −89.761
BIC −69.26 −73.865 −61.417 −67.668 −97.111



Weibull a 1.0054 1.0092 1.0127 1.0062 0.97672
k 0.0429 0.0124 0.0141 0.0131 0.05271
n 1.0119 1.3775 1.268 1.3323 2.10705
R2 0.906 0.999 0.999 0.998 0.999
RMSE 0.0079 0.0154 0.013 0.0178 0.01066
X2 0.0001 0.0004 0.0003 0.0005 0.00016
AIC −56.158 −45.443 −48.117 −43.154 −85.234
BIC −73.097 −62.382 −65.056 −60.093 −95.506



Midilli et al. a 1.0003 1.0004 1.0012 0.9996 0.9916
k 0.1526 0.0753 0.0478 0.1091 0.2999
n 0.8218 1.0768 1.1247 0.9048 1.337
b 0.0001 0.0001 0.0001 0 −0.0001
R2 0.999 0.998 0.999 0.999 0.999
RMSE 0.0056 0.0153 0.0105 0.0127 0.0106
X2 0.0001 0.0005 0.0002 0.0003 0.0002
AIC −43.037 −26.924 −32.93 −29.913 −78.002
BIC −74.99 −58.877 −64.883 −61.866 −91.955



Wang and Singh a −0.0262 −0.0259 −0.0235 −0.0251 −0.1779
b 0.0002 0.0002 0.0001 0.0001 0.0059
R2 0.773 0.815 0.846 0.824 0.939
RMSE 0.1997 0.1843 0.1637 0.1738 0.1039
X2 0.0532 0.0453 0.0357 0.0403 0.0132
AIC −13.774 −15.063 −16.957 −15.998 −40.384
BIC −23.694 −24.984 −26.878 −25.919 −47.733

Note: FBD, fluidized bed drying; USP, ultrasound pre-treatment; HWB, hot water blanching; Cl, confidence interval; RMSE, root mean square error; AIC, Akaike’s information criterion; BIC, Bayesian information criterion; all data are the means from 3 replicates.