Table 2.
Statistical results obtained from different thin layer drying models
| Model | Pre-treatment | Drying air temperature | Residual plot type | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 55 °C | 60 °C | 65 °C | 70 °C | |||||||||||
| R2 | χ2 | RMSE | R2 | χ2 | RMSE | R2 | χ2 | RMSE | R2 | χ2 | RMSE | |||
| Lewis | C | 0.96 | 0.0040 | 0.063 | 0.95 | 0.0053 | 0.07 | 0.96 | 0.0037 | 0.060 | 0.96 | 0.0037 | 0.061 | Random |
| HW | 0.98 | 0.0015 | 0.040 | 0.98 | 0.0019 | 0.04 | 0.99 | 0.0010 | 0.030 | 0.98 | 0.0019 | 0.043 | ||
| SM | 0.96 | 0.0040 | 0.063 | 0.98 | 0.0019 | 0.04 | 0.97 | 0.0025 | 0.048 | 0.98 | 0.0020 | 0.042 | ||
| MW | 0.96 | 0.0032 | 0.058 | 0.96 | 0.0036 | 0.06 | 0.97 | 0.0031 | 0.055 | 0.96 | 0.0040 | 0.063 | ||
| Page | C | 0.99 | 0.0006 | 0.025 | 0.99 | 0.0006 | 0.02 | 1.00 | 0.0003 | 0.018 | 1.00 | 0.0002 | 0.013 | Random |
| HW | 1.00 | 0.0354 | 0.090 | 1.00 | 0.0181 | 0.10 | 1.00 | 0.0072 | 0.104 | 1.00 | 0.0200 | 0.107 | ||
| SM | 1.00 | 0.0003 | 0.018 | 1.00 | 0.0003 | 0.02 | 1.00 | 0.0001 | 0.008 | 1.00 | 0.0001 | 0.009 | ||
| MW | 0.99 | 0.0005 | 0.024 | 1.00 | 0.0005 | 0.02 | 1.00 | 0.0003 | 0.016 | 0.99 | 0.0005 | 0.023 | ||
| Henderson & Pabis | C | 0.97 | 0.0028 | 0.052 | 0.96 | 0.0037 | 0.06 | 0.98 | 0.0024 | 0.048 | 0.98 | 0.0023 | 0.048 | Random |
| HW | 0.99 | 0.0008 | 0.030 | 0.99 | 0.0012 | 0.03 | 0.99 | 0.0006 | 0.024 | 0.99 | 0.0012 | 0.034 | ||
| SM | 0.97 | 0.0025 | 0.050 | 0.98 | 0.0013 | 0.04 | 0.98 | 0.0015 | 0.037 | 0.99 | 0.0012 | 0.032 | ||
| MW | 0.97 | 0.0023 | 0.050 | 0.97 | 0.0026 | 0.05 | 0.98 | 0.0021 | 0.045 | 0.97 | 0.0029 | 0.053 | ||
| Wang & Singh | C | 1.00 | 0.0046 | 0.085 | 1.00 | 0.0541 | 0.09 | 1.00 | 0.0153 | 0.095 | 1.00 | 0.0262 | 0.101 | Random |
| HW | 1.00 | 0.0003 | 0.018 | 1.00 | 0.0000 | 0.01 | 1.00 | 0.0000 | 0.003 | 1.00 | 0.0002 | 0.012 | ||
| SM | 1.00 | 0.0004 | 0.020 | 1.00 | 0.0000 | 0.01 | 1.00 | 0.0002 | 0.014 | 1.00 | 0.0002 | 0.013 | ||
| MW | 1.00 | 0.0002 | 0.013 | 1.00 | 0.0001 | 0.01 | 1.00 | 0.0002 | 0.012 | 1.00 | 0.0003 | 0.017 | ||
| Approx diffusion | C | 0.96 | 0.0040 | 0.063 | 0.95 | 0.0054 | 0.07 | 0.99 | 0.0007 | 0.025 | 1.00 | 0.0005 | 0.021 | Random |
| HW | 0.98 | 0.0015 | 0.040 | 0.98 | 0.0019 | 0.04 | 1.00 | 0.0001 | 0.008 | 1.00 | 0.0003 | 0.016 | ||
| SM | 0.96 | 0.0040 | 0.063 | 0.98 | 0.0019 | 0.04 | 1.00 | 0.0002 | 0.012 | 1.00 | 0.0001 | 0.010 | ||
| MW | 0.96 | 0.0032 | 0.058 | 0.96 | 0.0037 | 0.06 | 1.00 | 0.0005 | 0.021 | 0.99 | 0.0009 | 0.029 | ||
| Modified page | C | 0.96 | 0.0041 | 0.063 | 0.95 | 0.0054 | 0.07 | 0.96 | 0.0037 | 0.060 | 0.96 | 0.0038 | 0.061 | Random |
| HW | 0.98 | 0.0015 | 0.040 | 0.98 | 0.0019 | 0.04 | 0.99 | 0.0010 | 0.030 | 0.98 | 0.0019 | 0.043 | ||
| SM | 0.96 | 0.0040 | 0.063 | 0.98 | 0.0020 | 0.04 | 0.97 | 0.0026 | 0.048 | 0.98 | 0.0020 | 0.042 | ||
| MW | 0.96 | 0.0032 | 0.058 | 0.96 | 0.0037 | 0.06 | 0.97 | 0.0031 | 0.055 | 0.96 | 0.0041 | 0.063 | ||
| Hii et al | C | 1.00 | 0.0004 | 0.020 | 1.00 | 0.0003 | 0.02 | 1.00 | 0.0002 | 0.014 | 1.00 | 0.0001 | 0.009 | Random |
| HW | 1.00 | 0.0001 | 0.011 | 1.00 | 0.0001 | 0.01 | 1.00 | 0.0001 | 0.007 | 1.00 | 0.0001 | 0.011 | ||
| SM | 1.00 | 0.0001 | 0.012 | 1.00 | 0.0002 | 0.01 | 1.00 | 0.0000 | 0.006 | 1.00 | 0.0000 | 0.006 | ||
| MW | 1.00 | 0.0001 | 0.012 | 1.00 | 0.0002 | 0.02 | 1.00 | 0.0001 | 0.011 | 1.00 | 0.0002 | 0.012 | ||
| Verma | C | 0.97 | 0.0027 | 0.052 | 0.96 | 0.0036 | 0.06 | 0.98 | 0.0023 | 0.047 | 0.98 | 0.0021 | 0.046 | Random |
| HW | 0.99 | 0.0008 | 0.029 | 0.99 | 0.0012 | 0.03 | 0.99 | 0.0006 | 0.023 | 0.99 | 0.0011 | 0.032 | ||
| SM | 0.97 | 0.0024 | 0.049 | 0.98 | 0.0012 | 0.03 | 0.98 | 0.0013 | 0.035 | 0.99 | 0.0011 | 0.031 | ||
| MW | 0.98 | 0.0023 | 0.049 | 0.97 | 0.0025 | 0.05 | 0.98 | 0.0020 | 0.043 | 0.97 | 0.0027 | 0.052 | ||
C control samples, HW hot water blanched, SM steam blanched, MW microwave Blanched