메뉴 건너뛰기




Volumn 5, Issue 2, 2012, Pages 533-540

Intelligent Estimation of the Canola Oil Stability Using Artificial Neural Networks

Author keywords

Artificial neural network; Canola oil; Multi layer perceptron network; Oils stability; Radial basis function neural network

Indexed keywords

ACID CONTENT; ARTIFICIAL NEURAL NETWORK; CANOLA OIL; DEPENDENT VARIABLES; EXPERIMENTAL DATA; INDEPENDENT VARIABLES; INTELLIGENT ESTIMATION; MULTI-LAYER PERCEPTRON NETWORKS; MULTI-LAYER PERCEPTRON NEURAL NETWORKS; OXIDATIVE STABILITY; RADIAL BASIS FUNCTION NEURAL NETWORKS; RBF NEURAL NETWORK; REGRESSION MODEL; STORAGE TIME;

EID: 84856585068     PISSN: 19355130     EISSN: 19355149     Source Type: Journal    
DOI: 10.1007/s11947-009-0314-8     Document Type: Article
Times cited : (16)

References (24)
  • 2
    • 84856572098 scopus 로고    scopus 로고
    • Codex Alimentarius Commission, Food and Agriculture Organization of the United Nations, Rome
    • Codex Alimentarius Commission (2001). Fats, oils and related products. Food and Agriculture Organization of the United Nations. Vol 8. Rome.
    • (2001) Fats, oils and related products , vol.8
  • 3
    • 0023340011 scopus 로고
    • The kinetics of the auto-oxidation of polyunsaturated fatty acids
    • Cosgrove, J. P., Church, D. F., & Pryor, W. A. (1987). The kinetics of the auto-oxidation of polyunsaturated fatty acids. Journal of Lipid Research, 22(5), 299-304.
    • (1987) Journal of Lipid Research , vol.22 , Issue.5 , pp. 299-304
    • Cosgrove, J.P.1    Church, D.F.2    Pryor, W.A.3
  • 4
    • 0028987364 scopus 로고
    • Dynamic modeling of crossflow microfiltration using neural networks
    • Dornier, M., Decloux, M., Trystram, G., & Lebert, A. (1995). Dynamic modeling of crossflow microfiltration using neural networks. Journal of Membrane Science, 98(3), 263-273.
    • (1995) Journal of Membrane Science , vol.98 , Issue.3 , pp. 263-273
    • Dornier, M.1    Decloux, M.2    Trystram, G.3    Lebert, A.4
  • 5
    • 34547525049 scopus 로고    scopus 로고
    • Comparison of genetic algorithm and neural network approaches for the drying process of carrot
    • Erenturk, S., & Erenturk, K. (2007). Comparison of genetic algorithm and neural network approaches for the drying process of carrot. Journal of Food Engineering, 78(3), 905-912.
    • (2007) Journal of Food Engineering , vol.78 , Issue.3 , pp. 905-912
    • Erenturk, S.1    Erenturk, K.2
  • 6
    • 80053570160 scopus 로고    scopus 로고
    • Application of image analysis and artificial neural network to predict mass transfer kinetics and color changes of osmotically dehydrated kiwifruit
    • doi: 10. 1007/s11947-009-0222-y (in press)
    • Fathi, M., Mohebbi, M., & Razavi, M. A. (2009). Application of image analysis and artificial neural network to predict mass transfer kinetics and color changes of osmotically dehydrated kiwifruit. Food and Bioprocess Technology, doi: 10. 1007/s11947-009-0222-y (in press).
    • (2009) Food and Bioprocess Technology
    • Fathi, M.1    Mohebbi, M.2    Razavi, M.A.3
  • 10
    • 58149154660 scopus 로고    scopus 로고
    • Modeling of wheat soaking using two artificial neural networks (MLP and RBF)
    • Kashaninejad, M., Dehghani, A. A., & Kashiri, M. (2008). Modeling of wheat soaking using two artificial neural networks (MLP and RBF). Journal of Food Engineering, 91, 602-607.
    • (2008) Journal of Food Engineering , vol.91 , pp. 602-607
    • Kashaninejad, M.1    Dehghani, A.A.2    Kashiri, M.3
  • 11
    • 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., & Devahastin, S. (2006). Neural network prediction of physical property changes of dried carrot as a function of fractal dimension and moisture content. Food Research International, 39(10), 1110-1118.
    • (2006) Food Research International , vol.39 , Issue.10 , pp. 1110-1118
    • Kerdpiboon, S.1    Kerr, W.L.2    Devahastin, S.3
  • 12
    • 0027676010 scopus 로고
    • pH prediction and final fermentation time determination in lactic acid batch fermentations. Escape 2
    • Latrille, E., Corrieu, G., & Thibault, J. (1993). pH prediction and final fermentation time determination in lactic acid batch fermentations. Escape 2. Computers and Chemical Engineering, 17, 423-428.
    • (1993) Computers and Chemical Engineering , vol.17 , pp. 423-428
    • Latrille, E.1    Corrieu, G.2    Thibault, J.3
  • 13
    • 33749983715 scopus 로고    scopus 로고
    • Biologically inspired neural computation for ginseng drying rate
    • Martynenko, A. I., & Yang, S. X. (2006). Biologically inspired neural computation for ginseng drying rate. Biosystem Engineering, 95(6), 385-396.
    • (2006) Biosystem Engineering , vol.95 , Issue.6 , pp. 385-396
    • Martynenko, A.I.1    Yang, S.X.2
  • 14
    • 34248207229 scopus 로고    scopus 로고
    • Several factors affecting the stability of biodiesel in standard accelerated tests
    • McCormick, R. L., Ratcliff, M., Moens, L., & Lawrence, R. (2007). Several factors affecting the stability of biodiesel in standard accelerated tests. Fuel Processing Technology, 88, 651-655.
    • (2007) Fuel Processing Technology , vol.88 , pp. 651-655
    • McCormick, R.L.1    Ratcliff, M.2    Moens, L.3    Lawrence, R.4
  • 16
    • 0005784618 scopus 로고
    • Measurement of rancidity
    • J. C. Allen and R. J. Hamilton (Eds.), Glasgow: Chapman & Hall
    • Rossell, J. B. (1994). Measurement of rancidity. In J. C. Allen & R. J. Hamilton (Eds.), Rancidity in foods (pp. 22-53). Glasgow: Chapman & Hall.
    • (1994) Rancidity in Foods , pp. 22-53
    • Rossell, J.B.1
  • 19
    • 0000296060 scopus 로고    scopus 로고
    • Methods of measuring oxidative rancidity in fats and oils
    • C. C. Akoh and D. B. Min (Eds.), New York: Marcel Dekker
    • Shahidi, F., & Wanasundara, U. N. (1997). Methods of measuring oxidative rancidity in fats and oils. In C. C. Akoh & D. B. Min (Eds.), Food lipids-chemistry, nutrition and biotechnology (pp. 377-396). New York: Marcel Dekker.
    • (1997) Food Lipids-Chemistry, Nutrition and Biotechnology , pp. 377-396
    • Shahidi, F.1    Wanasundara, U.N.2
  • 20
    • 51249184956 scopus 로고
    • Oxidation and antioxidants in fat and oil processing
    • Sherwin, E. R. (1978). Oxidation and antioxidants in fat and oil processing. Journal of the American Oil Chemists' Society, 55(3), 809-814.
    • (1978) Journal of the American Oil Chemists' Society , vol.55 , Issue.3 , pp. 809-814
    • Sherwin, E.R.1
  • 21
    • 0040007250 scopus 로고    scopus 로고
    • Application of neural network modelling for the control of dewatering and impregnation soaking process (osmotic dehydration)
    • Trelea, I. C., Raoult-Wack, A. L., & Trystram, G. (1997). Application of neural network modelling for the control of dewatering and impregnation soaking process (osmotic dehydration). Food Science and Technology International, 3(6), 459-465.
    • (1997) Food Science and Technology International , vol.3 , Issue.6 , pp. 459-465
    • Trelea, I.C.1    Raoult-Wack, A.L.2    Trystram, G.3
  • 22
    • 0942300635 scopus 로고    scopus 로고
    • Evaluation of oxidative stability of vegetable oils by monitoring the tendency to radical formation. A comparison of electron spin resonance spectroscopy with the Rancimat method and differential scanning calorimetry
    • Velasco, J., Andersen, M. L., & Skibsted, L. H. (2004). Evaluation of oxidative stability of vegetable oils by monitoring the tendency to radical formation. A comparison of electron spin resonance spectroscopy with the Rancimat method and differential scanning calorimetry. Food Chemistry, 85(4), 623-632.
    • (2004) Food Chemistry , vol.85 , Issue.4 , pp. 623-632
    • Velasco, J.1    Andersen, M.L.2    Skibsted, L.H.3
  • 23
    • 0000518420 scopus 로고
    • Accelerated stability methods
    • K. Warner and N. A. M. Eskin (Eds.), Champaign: American Oil Chemists' Society
    • Wan, P. J. (1995). Accelerated stability methods. In K. Warner & N. A. M. Eskin (Eds.), Methods to assess quality and stability of oils and fat-containing foods (pp. 179-189). Champaign: American Oil Chemists' Society.
    • (1995) Methods to Assess Quality and Stability of Oils and Fat-Containing Foods , pp. 179-189
    • Wan, P.J.1
  • 24


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.