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Original Articles

Prediction of Equilibrium Moisture Content of Various Foods Using a Neural Network

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Pages 1211-1221 | Received 12 Aug 2010, Accepted 10 Apr 2011, Published online: 09 May 2013

REFERENCES

  • Henderson , S.M. 1952 . Basic concept of equilibrium moisture . Agricultural Engineering , 33 ( 1 ) : 29 – 31 .
  • Chung , D.S. and Pfost , H.B. 1967 . Adsorption and desorption of water vapor by cereal grains and their products . Transactions of the American Society of Agricultural Engineering , 10 : 549 – 557 .
  • Iglesias , H.A. and Chirife , J. 1976 . A model for describing the water sorption behavior of foods . Journal of Food Science , 41 : 984 – 992 .
  • Halsey , G. Jr. 1948 . Physical adsorption on non-uniform surfaces . Journal of Chemical Physics , 16 : 931 – 937 .
  • Ferro-Fontana , C. , Chirife , J. , Sancho , E. and Iglesias , H.A. 1982 . Analysis of a model for water sorption phenomena in foods . Journal of Food Science , 47 : 1590 – 1594 .
  • Chirife , J. , Boquet , R. , Ferro-Fontana , C. and Iglesias , H.A. 1983 . A new model for describing the water sorption isotherm of foods . Journal of Food Science , 48 : 1382 – 1383 .
  • Konstance , R.P. , Craig , J.C. and Panzer , C.C. 1983 . Moisture sorption isotherm of bacon slices . Journal of Food Science , 48 : 127 – 130 .
  • Harkins , W.D. and Jura , G. 1944 . A vapor adsorption method for determination of the area of a solid without assumption of a molecular area . Journal of the Amererican Chemical Society , 66 : 1366 – 1373 .
  • Smith , S.E. 1947 . The sorption of water vapor by high polymers . Journal of the American Chemical Society , 69 ( 3 ) : 646 – 651 .
  • Boquet , R. , Chirife , J. and Iglesias , H.A. 1978 . Equations for fitting water sorption isotherms of foods. II. Evaluation for various two parameter models . Journal of Food Technology , 13 : 319 – 328 .
  • Oswin , C.R. 1946 . The kinetics of package life, the isotherm . International Chemical Industry , 65 ( 12 ) : 419 – 421 .
  • Kuye , A. and Sanni , L.O. 2002 . Modelling sorption isotherms of lafun and soyflour using a spreadsheet . International Journal of Food Properties , 5 ( 3 ) : 599 – 610 .
  • Kuye , A. and Ariri , I. 2005 . Modeling the equilibrium moisture sorption data for some Nigerian foods . International Journal of Food Properties , 8 : 1 – 13 .
  • Ochoa-Martinez , C.I. , Ramaswamy , H.S. and Ayala-Aponte , A.A. 2007 . ANN-based models for moisture diffusivity coefficient and moisture loss at equilibrium in osmotic dehydration process . Drying Technology , 25 : 775 – 783 .
  • Huusein , M.A. and Rahman , M.S. 1999 . Thermal conductivity prediction of fruits and vegetables using neural networks . International Journal of Food Properties , 2 ( 2 ) : 121 – 137 .
  • Mattar , H.L. , Minim , L.A. , Coimbra , J.S.R. , Minim , V.P.R. , Saraiva , S.H. and Telis-Romera , J. 2004 . Modeling thermal conductivity, specific heat, and density of milk: A neural network approach . International Journal of Food Properties , 7 ( 3 ) : 531 – 539 .
  • Therdthai , N. and Zhou , W. 2002 . Hybrid neural modelling of the electrical conductivity property of recombined milk . International Journal of Food Properties , 5 ( 1 ) : 49 – 61 .
  • Amiri Chayjan , R. and Esna-Ashari , M. 2010 . Comparison between artificial neural networks and mathematical models for equilibrium moisture content estimation in raisin . Agricultural Engineering International , 12 ( 1 ) : 158 – 166 .
  • Iglesias , H.A. and Chirife , J. 1982 . Handbook of Food Isotherms: Water Sorption Parameters for Food and Food Components , London : Academic Press, Inc .

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