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Volumn 36, Issue 6, 2003, Pages 617-623

Using neural networks to predict thermal conductivity of food as a function of moisture content, temperature and apparent porosity

Author keywords

Back propagation; Fruits; Heat transfer; Thermal properties; Vegetables

Indexed keywords

FOOD PRODUCTS; MOISTURE; NEURAL NETWORKS; POROSITY; THERMAL CONDUCTIVITY;

EID: 0038367721     PISSN: 09639969     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0963-9969(03)00012-7     Document Type: Article
Times cited : (78)

References (26)
  • 1
    • 0001044176 scopus 로고
    • Neural network and their applications
    • Bishop, M. C. (1994). Neural network and their applications. Review in Scientific Instruments, 64(6), 1803-1831.
    • (1994) Review in Scientific Instruments , vol.64 , Issue.6 , pp. 1803-1831
    • Bishop, M.C.1
  • 2
    • 84985292740 scopus 로고
    • Thermal conductivity of potato between 50 and 100°C
    • Califano, A. N., & Calvelo, A. (1991). Thermal conductivity of potato between 50 and 100°C. Journal of Food Science, 56, 586-587 and 589.
    • (1991) Journal of Food Science , vol.56 , pp. 586-587
    • Califano, A.N.1    Calvelo, A.2
  • 5
    • 0031981723 scopus 로고    scopus 로고
    • Neural network modeling of physical properties of ground wheat
    • Fang, Q., Bilby, G., Haque, E., Hanna, M. A., & Spillman, C. K. (1998). Neural network modeling of physical properties of ground wheat. Cereal Chemistry, 75, 251-253.
    • (1998) Cereal Chemistry , vol.75 , pp. 251-253
    • Fang, Q.1    Bilby, G.2    Haque, E.3    Hanna, M.A.4    Spillman, C.K.5
  • 6
    • 0008647397 scopus 로고
    • Solid food thermal conductivity determination at high temperatures
    • Gratzek, J. P., & Toledo, R. T. (1993). Solid food thermal conductivity determination at high temperatures. Journal of Food Science, 58, 508.
    • (1993) Journal of Food Science , vol.58 , pp. 508
    • Gratzek, J.P.1    Toledo, R.T.2
  • 7
    • 0024880831 scopus 로고
    • Multilayer feed forward network are universal approximator
    • Hornik, K., Stinchombe, M., & White, H. (1989). Multilayer feed forward network are universal approximator. Neural Network, 2, 359-366.
    • (1989) Neural Network , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchombe, M.2    White, H.3
  • 8
    • 0032591132 scopus 로고    scopus 로고
    • Thermal conductivity prediction of fruits and vegetables using neural networks
    • Hussain, M. A., & Rahman, M. S. (1999). Thermal conductivity prediction of fruits and vegetables using neural networks. International Journal of Food Properties, 2, 121-138.
    • (1999) International Journal of Food Properties , vol.2 , pp. 121-138
    • Hussain, M.A.1    Rahman, M.S.2
  • 9
    • 0038542735 scopus 로고
    • Thermal properties of frozen sucrose solutions
    • Keppeler, R. A., & Boose, J. R. (1970). Thermal properties of frozen sucrose solutions. Transaction of the ASAE, 13, 335-339.
    • (1970) Transaction of the ASAE , vol.13 , pp. 335-339
    • Keppeler, R.A.1    Boose, J.R.2
  • 12
    • 0001702821 scopus 로고
    • Thermal conductivity of apples as a function of moisture content
    • Lozano, J. E., Urbicain, M. J., & Rotstein, E. (1979). Thermal conductivity of apples as a function of moisture content. Journal of Food Science, 44, 198-199.
    • (1979) Journal of Food Science , vol.44 , pp. 198-199
    • Lozano, J.E.1    Urbicain, M.J.2    Rotstein, E.3
  • 13
    • 0001260074 scopus 로고
    • Prediction of thermal conductivity of vegetable foods by the effective medium theory
    • Mattea, M., Urbicain, M. J., & Rotstein, E. (1986). Prediction of thermal conductivity of vegetable foods by the effective medium theory. Journal of Food Science, 51, 113-134.
    • (1986) Journal of Food Science , vol.51 , pp. 113-134
    • Mattea, M.1    Urbicain, M.J.2    Rotstein, E.3
  • 15
    • 0026711377 scopus 로고
    • Thermal conductivity of four food materials as a single function of porosity and water content
    • Rahman, M. S. (1992). Thermal conductivity of four food materials as a single function of porosity and water content. Journal of Food Engineering, 15, 261-268.
    • (1992) Journal of Food Engineering , vol.15 , pp. 261-268
    • Rahman, M.S.1
  • 17
    • 0031070958 scopus 로고    scopus 로고
    • An improved thermal conductivity prediction model for fruits and vegetables as a function of temperature, water content and porosity
    • Rahman, M. S., Chen, X. D., & Perera, C. O. (1997). An improved thermal conductivity prediction model for fruits and vegetables as a function of temperature, water content and porosity. Journal of Food Engineering, 31, 163-170.
    • (1997) Journal of Food Engineering , vol.31 , pp. 163-170
    • Rahman, M.S.1    Chen, X.D.2    Perera, C.O.3
  • 18
    • 84985180924 scopus 로고
    • Thermophysical properties of apples in relation to freezing
    • Ramaswamy, H. S., & Tung, M. A. (1981). Thermophysical properties of apples in relation to freezing. Journal of Food Science, 46, 724-728.
    • (1981) Journal of Food Science , vol.46 , pp. 724-728
    • Ramaswamy, H.S.1    Tung, M.A.2
  • 19
    • 0010097413 scopus 로고    scopus 로고
    • Effect of cooking and drying on the thermal conductivity of rice
    • Ramesh, M. N. (2000). Effect of cooking and drying on the thermal conductivity of rice. International Journal of Food Properties, 3, 77-92.
    • (2000) International Journal of Food Properties , vol.3 , pp. 77-92
    • Ramesh, M.N.1
  • 21
    • 0001223496 scopus 로고
    • Prediction of dough rheological properties using neural networks
    • Ruan, R., Almaer, S., & Zhang, J. (1995). Prediction of dough rheological properties using neural networks. Cereal Chemistry, 72, 308-311.
    • (1995) Cereal Chemistry , vol.72 , pp. 308-311
    • Ruan, R.1    Almaer, S.2    Zhang, J.3
  • 22
    • 0036568112 scopus 로고    scopus 로고
    • Neural networks for predicting thermal conductivity of bakery products
    • Sablani, S. S., Baik, O. D., & Marcotte, M. (2002). Neural networks for predicting thermal conductivity of bakery products. Journal of Food Engineering, 52, 299-304.
    • (2002) Journal of Food Engineering , vol.52 , pp. 299-304
    • Sablani, S.S.1    Baik, O.D.2    Marcotte, M.3
  • 23
  • 24
    • 84986469535 scopus 로고
    • Mathematical modeling of heat and moisture transfer-related properties of intermediate moisture apples
    • Singh, R. K., & Lund, D. B. (1984). Mathematical modeling of heat and moisture transfer-related properties of intermediate moisture apples. Journal of Food Processing and Preservation, 8, 191-210.
    • (1984) Journal of Food Processing and Preservation , vol.8 , pp. 191-210
    • Singh, R.K.1    Lund, D.B.2
  • 25
    • 84953502192 scopus 로고
    • Experimental values of thermal conductivity of selected fruits and vegetables
    • Sweat, V. E. (1974). Experimental values of thermal conductivity of selected fruits and vegetables. Journal of Food Science, 39, 1080-1083.
    • (1974) Journal of Food Science , vol.39 , pp. 1080-1083
    • Sweat, V.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.