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Original Articles

ANFIS modelling of a natural convection greenhouse drying system for jaggery: an experimental validation

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Pages 316-335 | Received 23 Nov 2011, Accepted 21 Aug 2012, Published online: 02 Oct 2012

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References

  • Aliyu, A. B., H., Jibril 2009. Utilization of Greenhouse Effect for Solar Drying of Cassava Chips. International Journal of Physical Sciences, 4(11): 615–622.
  • Bala, B. K., M. R. A., Mondol, B. K., Biswas, B. L., Das Choudhury, S., Janjai 2003. Solar Drying of Pineapple Using Solar Tunnel Drier. International Journal of Renewable Energy, 28(2): 183–190. doi: 10.1016/S0960-1481(02)00034-4
  • Chapra, S. C., R. P., Canale 2005. Numerical Methods for Engineers, (pp. 337 New Delhi: McGraw-Hill.
  • Farhat, A., S., Kooli, C., Kerkeni, M., Maalej, A., Fadhel, A., Belghith 2004. Validation of a Pepper Drying Model in a Polyethylene Tunnel Greenhouse. International Journal of Thermal Sciences, 43(1): 53–58. doi: 10.1016/S1290-0729(03)00098-X
  • Jain, D., G. N., Tiwari 2004. Effect of Greenhouse on Crop Drying under Natural and Forced Convection II. Thermal Modelling and Experimental Validation. Energy Conversion Management, 45(17): 765–783. doi: 10.1016/S0196-8904(03)00178-X
  • JangJ. S. R. 1991 Fuzzy Modeling Using Generalized Neural Network and Kalman Filter Algorithm Proceedings of the Ninth National Conference on Artificial Intelligence Anaheim Convention Center,Anaheim, CA762–767 July 1991
  • Jang, J. S. R. 1993. ANFIS: Adaptive-Network-Based Fuzzy Interference System. IEEE Transaction on Systems, Man, and Cybernetics, 23(3): 665–685. doi: 10.1109/21.256541
  • J. S.R., Jang, C. T., Sun 1995. Neuro-fuzzy Modeling and Control. The Proceedings of the IEEE, 83(3): 378–406. doi: 10.1109/5.364486
  • Janjai, S., P., Intawee, J., Kaewkiewa, C., Sritus, V., Khamvongsa 2011. A Large-Scale Solar Greenhouse Dryer Using Polycarbonate Cover: Modeling and Testing in a Tropical Environment of Lao People's Democratic Republic. Renewable Energy, 36(3): 1053–1062. doi: 10.1016/j.renene.2010.09.008
  • Kooli, S., A., Fadhel 2007. Drying of Red Pepper in Open Sun and Greenhouse Conditions: Mathematical Modeling and Experimental Validation. Journal of Food Engineering, 79(3): 1094–1103. doi: 10.1016/j.jfoodeng.2006.03.025
  • Koyuncu, T. 2006. An Investigation on the Performance Improvement of Greenhouse-Type Agricultural Dryers: Technical Note. Renewable Energy, 31(7): 1055–1071. doi: 10.1016/j.renene.2005.05.014
  • Kumar, A., G. N., Tiwari 2006. Thermal Modeling of a Natural Convection Greenhouse Drying System for Jaggery: An Experimental Validation. Solar Energy, 80(9): 1135–1144. doi: 10.1016/j.solener.2005.09.011
  • Kumar, A., G. N., Tiwari 2007. Effect of Mass Convective Mass Transfer Coefficient during Open Sun and Greenhouse Drying of Onion Flakes. Journal of Food Engineering, 79(4): 1337–1350. doi: 10.1016/j.jfoodeng.2006.04.026
  • Lertworasirikul, S. 2008. Drying Kinetics of Semi-finished Cassava Crackers: A Comparative Study. LWT-Food Science Technology, 41(8): 1360–1371. doi: 10.1016/j.lwt.2007.09.009
  • LinB.HanP.WangD.GuoQ. 2003 Control of Boiler-Turbine Unit Based on Adaptive Neuro-fuzzy Inference System Proceedings of IEEE International Conference on Systems, Man and Cybernetics,m IEEE, Washington, DC 2821–2826 October 5–8
  • Omid, M., A., Baharlooei, H., Ahmadi 2009. Modelling Drying Kinetics of Pistachio Nuts with Multilayer Feed-Forward Neural Network. Drying Technology, 27(10): 1069–1077. doi: 10.1080/07373930903218602
  • Rathore, N. S., N. L., Panwar 2010. Experimental Studies on Hemi Cylindrical Walk-In Type Solar Tunnel Dryer for Grape Drying. Applied Energy, 87(8): 2764–2767. doi: 10.1016/j.apenergy.2010.03.014
  • Ronoh, E. K., C. L., Kanali, J. T., Mailutha, D., Shitanda 2010. Thin Layer Drying Kinetics of Amarnth (Amaranthus cruentus) Grains in Natural Convection Solar Tent Dryer. African Journal of Food Agriculture Nutrition and Development, 10(3): 2218–2233. doi: 10.4314/ajfand.v10i3.54080
  • Takagi, T., M., Sugeno 1985. Fuzzy Identification of System and Its Applications to Modelling and Control. IEEE Transaction on System, Man, and Cybernetics, 15(1): 116–132. doi: 10.1109/TSMC.1985.6313399
  • Tiwari, G. N. 2004. Greenhouse Technology for Controlled Environment, Oxford: Alpha Science.
  • Tiwari, G. N., T., Das, C. R., Chen, P., Barnwal 2009. Energy and Exergy Analyses of Greenhouse Fish Drying. International Journal of Exergy, 6(5): 620–636. doi: 10.1504/IJEX.2009.027493
  • Tiwari, G. N., S., Kumar, O., Prakash 2004. Evaluation of Convective Mass Transfer Coefficient during Drying of Jaggery. Journal of Food Engineering, 63(2): 219–227. doi: 10.1016/j.jfoodeng.2003.07.003
  • Tripathy, P. P., S., Kumar 2009. Neural Network Approach for Food Temperature Prediction during Solar Drying. International Journal of Thermal Sciences, 48(7): 1452–1459. doi: 10.1016/j.ijthermalsci.2008.11.014
  • Tripathy, P. P., S., Kumar 2011. Different Approaches for Mass Transfer Studies on Potato Cylinders and Slices during Solar Drying. International Journal of Food Engineering, 7(1): 1–18. doi: 10.2202/1556-3758.1413

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