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Volumn 41, Issue 3, 2010, Pages 464-470

Predicting moisture content of agricultural products using artificial neural networks

Author keywords

Artificial neural networks (ANN); Bean; Chickpea; Fluidized bed drying; Hazelnut

Indexed keywords

AGRICULTURAL PRODUCTS; BACKPROPAGATION; BACKPROPAGATION ALGORITHMS; CURING; DEWATERING; EXPERIMENTS; FLUID DYNAMICS; FLUIDIZATION; FLUIDIZED BED PROCESS; FLUIDIZED BEDS; NEURAL NETWORKS;

EID: 72549116542     PISSN: 09659978     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advengsoft.2009.10.003     Document Type: Article
Times cited : (44)

References (29)
  • 1
    • 0025507782 scopus 로고
    • An experimental and theoretical analysis of the mechanisms of heat and mass transfer during the drying of corn grains in a fluidized bed
    • (October)
    • Abid M., Gibert R., and Laguerie C. An experimental and theoretical analysis of the mechanisms of heat and mass transfer during the drying of corn grains in a fluidized bed. Int Chem Eng 30 4 (1990) 632-641 (October)
    • (1990) Int Chem Eng , vol.30 , Issue.4 , pp. 632-641
    • Abid, M.1    Gibert, R.2    Laguerie, C.3
  • 2
    • 0025198150 scopus 로고
    • Fluidized bed drying of solids
    • (January)
    • Chandran A.N., Rao S.S., and Varma Y.B.G. Fluidized bed drying of solids. AIChE J 36 1 (1990) 29-38 (January)
    • (1990) AIChE J , vol.36 , Issue.1 , pp. 29-38
    • Chandran, A.N.1    Rao, S.S.2    Varma, Y.B.G.3
  • 3
    • 0030300975 scopus 로고    scopus 로고
    • Fluidized bed drying of large particles
    • Dimattia D.G., Amyotte P.R., and Hamdullahpur F. Fluidized bed drying of large particles. Trans ASAE 39 5 (1996) 1745-1750
    • (1996) Trans ASAE , vol.39 , Issue.5 , pp. 1745-1750
    • Dimattia, D.G.1    Amyotte, P.R.2    Hamdullahpur, F.3
  • 5
    • 0026831260 scopus 로고
    • Fluidized bed drying of granular food materials
    • Thomas P.P., and Varma Y.B.G. Fluidized bed drying of granular food materials. Powder Technol 69 (1992) 213-222
    • (1992) Powder Technol , vol.69 , pp. 213-222
    • Thomas, P.P.1    Varma, Y.B.G.2
  • 6
    • 0027656741 scopus 로고
    • Mathematical modeling of the drying process in fixed bed dryer
    • Wang J.J. Mathematical modeling of the drying process in fixed bed dryer. Numer Heat Transfer Part B 24 (1993) 229-241
    • (1993) Numer Heat Transfer Part B , vol.24 , pp. 229-241
    • Wang, J.J.1
  • 7
    • 0034640775 scopus 로고    scopus 로고
    • Effect of cohesive forces on fluidized and spouted beds of wet particles
    • Passos M.L., and Mujumdar A.S. Effect of cohesive forces on fluidized and spouted beds of wet particles. Powder Technol 110 (2000) 222-238
    • (2000) Powder Technol , vol.110 , pp. 222-238
    • Passos, M.L.1    Mujumdar, A.S.2
  • 10
    • 2442711768 scopus 로고    scopus 로고
    • An experimental and numerical study of fluidized bed drying of hazelnuts
    • Topuz A., Gur M., and Gul M.Z. An experimental and numerical study of fluidized bed drying of hazelnuts. Appl Therm Eng 24 (2004) 1535-1547
    • (2004) Appl Therm Eng , vol.24 , pp. 1535-1547
    • Topuz, A.1    Gur, M.2    Gul, M.Z.3
  • 11
    • 34848923325 scopus 로고    scopus 로고
    • Modeling of tomato drying using artificial neural network
    • Movagharnejad K., and Nikzad M. Modeling of tomato drying using artificial neural network. Comput Electron Agr 59 (2007) 78-85
    • (2007) Comput Electron Agr , vol.59 , pp. 78-85
    • Movagharnejad, K.1    Nikzad, M.2
  • 13
    • 34547525049 scopus 로고    scopus 로고
    • Comparison of genetic algorithm and neural network approaches for the drying process of carrot
    • Erenturk S., and Erenturk K. Comparison of genetic algorithm and neural network approaches for the drying process of carrot. J Food Eng 78 (2007) 905-912
    • (2007) J Food Eng , vol.78 , pp. 905-912
    • Erenturk, S.1    Erenturk, K.2
  • 14
    • 0032148355 scopus 로고    scopus 로고
    • A Bayesian-Gaussian neural network and its applications in process engineering
    • Ye H., Nicolai R., and Reh L. A Bayesian-Gaussian neural network and its applications in process engineering. Chem Eng Process 37 (1998) 439-449
    • (1998) Chem Eng Process , vol.37 , pp. 439-449
    • Ye, H.1    Nicolai, R.2    Reh, L.3
  • 15
    • 0026806616 scopus 로고
    • A hybrid neural network - first principles approach to process modeling
    • Psichogios D.C., and Ungar L.H. A hybrid neural network - first principles approach to process modeling. AIChE J 38 (1992) 1499-1511
    • (1992) AIChE J , vol.38 , pp. 1499-1511
    • Psichogios, D.C.1    Ungar, L.H.2
  • 16
    • 0004280920 scopus 로고
    • Parameter estimation for process control with neural networks
    • Samad T., and Mathur A. Parameter estimation for process control with neural networks. Int J Approx Reason 7 (1992) 149-164
    • (1992) Int J Approx Reason , vol.7 , pp. 149-164
    • Samad, T.1    Mathur, A.2
  • 17
    • 0029137464 scopus 로고
    • Evaluation of neural networks for simulation of three phase bubble column reactors
    • Leib T.M., Mills P.L., Lerou J.J., and Turner J.R. Evaluation of neural networks for simulation of three phase bubble column reactors. Trans IChemE 73A (1995) 690-696
    • (1995) Trans IChemE , vol.73 A , pp. 690-696
    • Leib, T.M.1    Mills, P.L.2    Lerou, J.J.3    Turner, J.R.4
  • 18
    • 0036462774 scopus 로고    scopus 로고
    • An artificial neural network as a model for chaotic behavior of a three phase fluidized bed
    • Otawara K., Fan L.T., Tsutsumi A., Yano T., Kuramoto K., and Yoshida K. An artificial neural network as a model for chaotic behavior of a three phase fluidized bed. Chaos Soliton Fract 13 (2002) 353-362
    • (2002) Chaos Soliton Fract , vol.13 , pp. 353-362
    • Otawara, K.1    Fan, L.T.2    Tsutsumi, A.3    Yano, T.4    Kuramoto, K.5    Yoshida, K.6
  • 19
    • 15844387704 scopus 로고    scopus 로고
    • Modeling of a continuous fluidized bed dryer using artificial neural networks
    • Satish S., and Setty Y.P. Modeling of a continuous fluidized bed dryer using artificial neural networks. Int Commun Heat Mass 32 (2005) 539-547
    • (2005) Int Commun Heat Mass , vol.32 , pp. 539-547
    • Satish, S.1    Setty, Y.P.2
  • 20
    • 21244505852 scopus 로고    scopus 로고
    • Neural network applications in polymerization processes
    • Fernandes F.A.N., and Lona L.M.F. Neural network applications in polymerization processes. Braz J Chem Eng 22 03 (2005) 401-418
    • (2005) Braz J Chem Eng , vol.22 , Issue.3 , pp. 401-418
    • Fernandes, F.A.N.1    Lona, L.M.F.2
  • 21
    • 23144462228 scopus 로고    scopus 로고
    • Artificial neural network as an alternative to multiple regression analysis in optimizing formulation parameters of cytarabine liposomes
    • Subramanian N., Yajnik A., and Murthy R.S.R. Artificial neural network as an alternative to multiple regression analysis in optimizing formulation parameters of cytarabine liposomes. AAPS PharmSciTech 5 1 (2004)
    • (2004) AAPS PharmSciTech , vol.5 , Issue.1
    • Subramanian, N.1    Yajnik, A.2    Murthy, R.S.R.3
  • 22
    • 34547566069 scopus 로고    scopus 로고
    • Moisture content and water activity prediction of semi-finished cassava crackers from drying process with artificial neural network
    • Lertworasirikul S., and Tipsuwan Y. Moisture content and water activity prediction of semi-finished cassava crackers from drying process with artificial neural network. J Food Eng 84 (2008) 65-74
    • (2008) J Food Eng , vol.84 , pp. 65-74
    • Lertworasirikul, S.1    Tipsuwan, Y.2
  • 23
    • 13544264594 scopus 로고    scopus 로고
    • Validation of fluid bed granulation utilizing artificial neural network
    • Behzadi S.S., Klocker J., Huttlin H., Wolschann P., and Viernstein H. Validation of fluid bed granulation utilizing artificial neural network. Int J Pharm 291 (2005) 139-148
    • (2005) Int J Pharm , vol.291 , pp. 139-148
    • Behzadi, S.S.1    Klocker, J.2    Huttlin, H.3    Wolschann, P.4    Viernstein, H.5
  • 24
    • 33750614444 scopus 로고    scopus 로고
    • Neural network prediction of physical property changes of dried carrot as a function of fractal dimension and moisture content
    • Kerdpiboon S., Kerr W.L., and Devahastin S. Neural network prediction of physical property changes of dried carrot as a function of fractal dimension and moisture content. Food Res Int 39 (2006) 1110-1118
    • (2006) Food Res Int , vol.39 , pp. 1110-1118
    • Kerdpiboon, S.1    Kerr, W.L.2    Devahastin, S.3
  • 27
    • 3042772204 scopus 로고    scopus 로고
    • Application of artificial neural network for predicting strain-life fatigue properties of steels on the basis of tensile tests
    • Genel K. Application of artificial neural network for predicting strain-life fatigue properties of steels on the basis of tensile tests. Int J Fatigue 26 (2004) 1027-1035
    • (2004) Int J Fatigue , vol.26 , pp. 1027-1035
    • Genel, K.1
  • 29
    • 17744395086 scopus 로고    scopus 로고
    • Energy and exergy of potato drying process via cyclone type dryer
    • Akpinar E.K., Midilli A., and Biçer Y. Energy and exergy of potato drying process via cyclone type dryer. Energy Convers Manage 46 (2005) 2530-2552
    • (2005) Energy Convers Manage , vol.46 , pp. 2530-2552
    • Akpinar, E.K.1    Midilli, A.2    Biçer, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.