Estimation of the effect of shape and temperature on drying kinetics using MLP

Drying Technology

Volumn 22, Issue 1-2, 2004, Pages 191-200

  Kaminski, Wladyslaw ^a   Tomczak, Elwira ^a   Skorupska, Elzbieta ^b  

^a LODZ UNIVERSITY OF TECHNOLOGY   (Poland)

^b BIALYSTOK UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Drying kinetics; Modeling; Multilayer perceptron; Product shape; Vegetables

Indexed keywords

DIFFUSION; MASS TRANSFER; MOISTURE; MULTILAYER NEURAL NETWORKS; POROUS MATERIALS; REACTION KINETICS;

DRYING KINETICS; VEGETABLES;

DRYING;

DRYING; KINETICS; NEURAL NETWORK; SHAPE; TEMPERATURE EFFECT;

EID: 16544362228     PISSN: 07373937     EISSN: None     Source Type: Journal    
DOI: 10.1081/DRT-120028227     Document Type: Article

References (10)

1. Ye-Bo, L.; Deng-Ying, L.; Yun-Ru, B.; Yu-Chang, Q. Heat and Mass Transfer in Potato During Drying, Proc. 10th International Drying Symposium IDS' 96, Poland, B; 1996; pp. 929-936.
2. Simal, S.; Rosselo, C.; Berna, A.; Mulet, A. Heat and mass transfer model for potato drying. Chemical Engineering Science 1994, 49 (22), 3739-3744.
3. McMinn, W.A.M.; Magee, T.R.A. Measurement and Prediction of Thermal Properties of Potatoes, Proc, 11th International Drying Symposium IDS' 98, Greece, B; 1998; 747-753.
4. Azzouz, S.; Jomaa, W.; Belghith, A. Drying Kinetics Equation of Single Layer of Grapes, Proc. 11th International Drying Symposium IDS' 98, Greece, B; 1998; 988-997.
5. Ruiz-Cabrera, M.A.; Salgado-Cervantes, M.A.; Waliszewski-Kubiak, K.N.; Garcia-Alvarado, M.A. The effect of path diffusion on the effective moisture diffusivity in carrot slabs. Drying Technology 1997, 15 (1), 169-181.
6. Moreira, R.; Villate, J.E.; Sereno, A. Heat and Mass Transfer Coefficients During Drying of Apple Cylinders by Natural Convection, Proc. 11th International Drying Symposium IDS' 98, Greece, B; 1998; 796-803.
7. Kechaou, N.; Maalej, M. A simplified model for determination of moisture diffusivity of date from experimental drying curves. Drying Technology 2000, 18 (4&5), 1109-1125.
8. Kaminski, W.; Strumillo, P.; Tomczak, E. Optimization of Neural Network Structure in Drying Process Modelling, Proc. 2nd Conference Neural Network & Applied Szczyrk' 96, Poland, 1, 1996; 248-254.
9. Kaminski, W.; Strumillo, P.; Tomczak, E. Neurocomputing approaches to modelling of drying process dynamics. Drying Technology, Special Issue on Progress in Drying Technologies 1998, 16 (6), 967-992.
10. Kaminski, W.; Tomczak, E. An integrated neural model for drying and thermal degradation of selected product. Drying Technology 1999, 17 (7-8), 1291-1302.