| Literature DB >> 31963701 |
Wijitha Senadeera1, Giuseppina Adiletta2, Begüm Önal2, Marisa Di Matteo2, Paola Russo3.
Abstract
Drying characteristics of persimmon, cv. "Rojo Brillante", slabs were experimentally determined in a hot air convective drier at drying temperatures of 45, 50, 55, 60, and 65 °C at a fixed air velocity of 2.3 m/s. It was observed that the drying temperature affected the drying time, shrinkage, and colour. Four empirical mathematical models namely, Enderson and Pabis, Page, Logarithmic, and Two term, were evaluated in order to deeply understand the drying process (moisture ratio). The Page model described the best representation of the experimental drying data at all investigated temperatures (45, 50, 55, 60, 65 °C). According to the evaluation of the shrinkage models, the Quadratic model provided the best representation of the volumetric shrinkage of persimmons as a function of moisture content. Overall, higher drying temperature (65 °C) improved the colour retention of dried persimmon slabs.Entities:
Keywords: colour; empirical mathematical model; hot air drying; persimmon; shrinkage; “Rojo Brillante”
Year: 2020 PMID: 31963701 PMCID: PMC7022415 DOI: 10.3390/foods9010101
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Figure 1(a) Whole persimmon fruit, cv. “Rojo Brillante”; (b) Internal view of the persimmon fruit, cv. “Rojo Brillante”.
Mathematical models applied to drying curves.
| Model Name | Equation | Reference |
|---|---|---|
| Henderson and Pabis |
| Henderson and Pabis [ |
| Page |
| Doymaz [ |
| Logarithmic |
| Yagcioglu et al. [ |
| Two term |
| Henderson [ |
Shrinkage models.
| Model Name | Equation | References |
|---|---|---|
| Linear |
| Simal et al. [ |
| Quadratic |
| Mayor and Sereno [ |
| Exponential |
| Mayor and Sereno [ |
Figure 2Experimental (symbols) and predicted (lines) drying curves in terms of moisture ratio (M/M0) of persimmon samples at (a) 45 °C, (b) 50 °C, (c) 55 °C, (d) 60 °C, and (e) 65 °C
Statistical parameters (coefficient of determination R2, the root mean square error RMSE, the reduced χ-square χ2) of the drying models.
| Model Name | Parameters | Temperatures (°C) | ||||
|---|---|---|---|---|---|---|
| 45° | 50° | 55° | 60° | 65° | ||
| Henderson and Pabis |
| 9.9 × 10−1 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 |
| RMSE | 3.3 × 10−2 | 1.5 × 10−2 | 1.6 × 10−2 | 1.4 × 10−2 | 1.8 × 10−2 | |
| χ2 | 1.1 × 10−3 | 3.0 × 10−4 | 3.0 × 10−4 | 2.0 × 10−4 | 3.0 × 10−4 | |
| Page |
| 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 |
| RMSE | 2.3 × 10−2 | 9.3 × 10−3 | 1.2 × 10−2 | 6.9 × 10−3 | 7.1 × 10−3 | |
| χ2 | 4.0 × 10−4 | 1.0 × 10−4 | 1.0 × 10−4 | 1.0 × 10−4 | 1.0 × 10−4 | |
| Logarithmic |
| 9.9 × 10−1 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 |
| RMSE | 2.8 × 10−2 | 1.1 × 10−2 | 1.4 × 10−2 | 1.5 × 10−2 | 1.9 × 10−2 | |
| χ2 | 8.0 × 10−4 | 2.0 × 10−4 | 2.0 × 10−4 | 2.0 × 10−4 | 4.0 × 10−4 | |
| Two term |
| 9.9 × 10−1 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 |
| RMSE | 3.8 × 10−2 | 1.8 × 10−2 | 2.0 × 10−2 | 1.8 × 10−2 | 2.3 × 10−2 | |
| χ2 | 1.5 × 10−3 | 4.0 × 10−4 | 4.0 × 10−4 | 3.0 × 10−4 | 5.0 × 10−4 | |
Model parameters (k, k1 and k2, the drying constants; a, a1, a2, c, n, the drying coefficients) of the drying models.
| Model Name | Parameters | Temperatures (°C) | ||||
|---|---|---|---|---|---|---|
| 45° | 50° | 55° | 60° | 65° | ||
| Henderson and Pabis | a | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 |
| k | 9.2 × 10−3 | 9.7 × 10−3 | 1.4× 10−2 | 1.6 × 10−2 | 1.7 × 10−2 | |
| Page | k | 3.2 × 10−3 | 6.0 × 10−3 | 8.0 × 10−3 | 8.8 × 10−3 | 6.7 × 10−2 |
| n | 1.2 × 100 | 1.1 × 100 | 1.1 × 100 | 1.1 × 100 | 1.2 × 100 | |
| Logarithmic | a | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 | 1.0 × 100 |
| k | 8.4 × 10−3 | 9.2 × 10−3 | 1.3 × 10−2 | 1.6 × 10−2 | 1.6 × 10−2 | |
| c | −3.3 × 10−2 | −2.0 × 10−2 | −1.5 × 10−2 | −6.1 × 10−3 | −8.1 × 10−3 | |
| Two term | a1 | 5.2 × 10−1 | 5.1 × 10−1 | 5.1 × 10−1 | 5.1 × 10−1 | 5.1 × 10−1 |
| k1 | 9.2 × 10−3 | 9.7 × 10−3 | 1.4 × 10−2 | 1.6 × 10−2 | 1.7 × 10−2 | |
| a2 | 5.0 × 10−1 | 5.0 × 10−1 | 5.0 × 10−1 | 4.9 × 10−1 | 4.9 × 10−1 | |
| k2 | 9.2 × 10−3 | 9.7 × 10−3 | 1.4 × 10−2 | 1.6 × 10−2 | 1.7 × 10−2 | |
Colour parameters (lightness/darkness L*; redness/greenness a*; yellowness/blueness b*; Hue angle H°; total colour difference ΔE) for fresh and dried persimmon samples.
| Sample | Drying Time (min) | L* | a* | b* | H° | ΔE |
|---|---|---|---|---|---|---|
| fresh persimmon | 71.7 ± 0.5 a | −1.6 ± 1.3 a | 46.4 ± 1.1 a | 92.0 ± 1.6 c | - | |
| persimmon dried at 45 °C | 540 | 67.8 ± 1.8 a | 5.9 ± 1.5 d | 53.6 ± 2.0 b | 83.6 ± 0.0 a | 18.9 ± 1.1 c |
| persimmon dried at 50 °C | 465 | 68.7 ± 2.4 a | 5.6 ± 0.3 c,d | 53.3 ± 1.1 b | 84.0 ± 0.4 a | 13.7 ± 0.7 b |
| persimmon dried at 55 °C | 420 | 67.4 ± 2.5 a | 2.6 ± 1.1 b | 57.7 ± 2.4 b | 87.4 ± 1.1 a,b | 12.8 ± 1.0 b |
| persimmon dried at 60 °C | 360 | 70.5 ± 1.9 a | 3.0 ± 0.9 b,c | 56.2 ± 1.1 b | 87.0 ± 1.0 a,b | 12.1 ± 0.7 b |
| persimmon dried at 65 °C | 320 | 70.3 ± 0.8 a | 1.9 ± 0.8 b | 55.7 ± 4.0 | 88.0 ± 1.6 b | 9.2 ± 0.4 a |
Different superscript letters (a,b,c) in the same column show statistical differences between samples (p < 0.05).
Figure 3Experimental data (symbols) and prediction (curves) of volume shrinkage in terms of volume ratio (V/V0) of persimmon samples during drying at (a) 45 °C, (b) 50 °C, (c) 55 °C, (d) 60 °C, and (e) 65 °C.
Statistical coefficients (R2, RMSE) of the shrinkage models.
| Model Name | Parameters | Temperatures | ||||
|---|---|---|---|---|---|---|
| 45 | 50 | 55 | 60 | 65 | ||
| Linear |
| 1.0 × 100 | 9.9 × 10−1 | 9.7 × 10−1 | 1.0 × 100 | 9.9 × 10−1 |
| RMSE | 2.0 × 10−2 | 3.0 × 10−2 | 5.2 × 10−2 | 1.3 × 10−2 | 2.9 × 10−2 | |
| Quadratic |
| 1.0 × 100 | 9.9 × 10−1 | 9.9 × 10−1 | 1.0 × 100 | 1.0 × 100 |
| RMSE | 1.0 × 10−2 | 2.4 × 10−2 | 2.7 × 10−2 | 1.3 × 10−2 | 1.9 × 10−2 | |
| Exponential |
| 9.7 × 10−1 | 9.8 × 10−1 | 9.0 × 10−1 | 9.8 × 10−1 | 9.5 × 10−1 |
| RMSE | 4.9 × 10−2 | 4.4 × 10−2 | 1.0 × 10−1 | 5.7 × 10−2 | 6.7 × 10−2 | |
Model parameters (k, the shrinkage constant; a1, a2, a3, the shrinkage coefficients) of the shrinkage models.
| Model Name | Parameters | Temperatures | ||||
|---|---|---|---|---|---|---|
| 45 | 50 | 55 | 60 | 65 | ||
| Linear | a1 | 1.6 × 10−1 | 1.8 × 10−1 | 2.3 × 10−1 | 1.6 × 10−1 | 2.6 × 10−1 |
| a2 | 8.1 × 10−1 | 7.9 × 10−1 | 8.2 × 10−1 | 8.3 × 10−1 | 7.9 × 10−1 | |
| Quadratic | a1 | 1.6 × 10−1 | 1.9 × 10−1 | 2.1 × 10−1 | 1.7 × 10−1 | 2.5 × 10−1 |
| a2 | 6.5 × 10−1 | 6.0 × 10−1 | 1.2 × 100 | 7.7 × 10−1 | 1.0 × 100 | |
| a3 | 1.8 × 10−1 | 2.1 × 10−1 | −4.5 × 10−1 | 6.1 × 10−2 | −2.4 × 10−1 | |
| Exponential | a1 | 2.1 × 10−1 | 2.1 × 10−1 | 2.7 × 10−1 | 2.1 × 10−1 | 2.9 × 10−1 |
| k | 1.6 × 100 | 1.6 × 100 | 1.3 × 100 | 1.6 × 100 | 1.3 × 100 | |