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Volumn 40, Issue 4, 2007, Pages 638-645

Prediction of mass transfer kinetics during osmotic dehydration of apples using neural networks

Author keywords

Apple; Mass transfer; Modeling; Neural networks; Osmotic dehydration

Indexed keywords

DEHYDRATION; MASS TRANSFER; NEURAL NETWORKS; OSMOSIS; REGRESSION ANALYSIS;

EID: 33846353589     PISSN: 00236438     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.lwt.2006.03.013     Document Type: Article
Times cited : (53)

References (31)
  • 1
    • 0036817377 scopus 로고    scopus 로고
    • Osmotic dehydration of apples by immersion in concentrated sucrose/maltodextrin solutions
    • Azuara E., Beristain C.I., and Gutierrez G.F. Osmotic dehydration of apples by immersion in concentrated sucrose/maltodextrin solutions. Journal of Food Processing Preservation 26 (2002) 295-306
    • (2002) Journal of Food Processing Preservation , vol.26 , pp. 295-306
    • Azuara, E.1    Beristain, C.I.2    Gutierrez, G.F.3
  • 2
    • 0030093847 scopus 로고    scopus 로고
    • Effect of the centrifugal force on osmotic dehydration of potatoes and apples
    • Azuara E., Garcia H.S., and Beristain C.I. Effect of the centrifugal force on osmotic dehydration of potatoes and apples. Food Research International 29 2 (1996) 195-199
    • (1996) Food Research International , vol.29 , Issue.2 , pp. 195-199
    • Azuara, E.1    Garcia, H.S.2    Beristain, C.I.3
  • 4
    • 0034564603 scopus 로고    scopus 로고
    • Artificial neural networks: Fundamentals, computing, design and application
    • Basheer L.A., and Hajmeer M. Artificial neural networks: Fundamentals, computing, design and application. Journal of Microbiological Methods 43 (2000) 3-31
    • (2000) Journal of Microbiological Methods , vol.43 , pp. 3-31
    • Basheer, L.A.1    Hajmeer, M.2
  • 5
    • 84946657020 scopus 로고
    • Some new three level designs for the study of quantitative variables
    • Box G.E.P., and Behnken D.W. Some new three level designs for the study of quantitative variables. Technometrics 2 4 (1960) 455-475
    • (1960) Technometrics , vol.2 , Issue.4 , pp. 455-475
    • Box, G.E.P.1    Behnken, D.W.2
  • 6
    • 0034908130 scopus 로고    scopus 로고
    • Prediction of quality changes during osmo-convective drying of blueberries using neural network models for process optimization
    • Chen C.R., Ramaswamy H.S., and Alli I. Prediction of quality changes during osmo-convective drying of blueberries using neural network models for process optimization. Drying Technology 19 3&4 (2001) 507-523
    • (2001) Drying Technology , vol.19 , Issue.3-4 , pp. 507-523
    • Chen, C.R.1    Ramaswamy, H.S.2    Alli, I.3
  • 7
    • 0345552198 scopus 로고    scopus 로고
    • Effects of blanching and calcium infiltration on PPO activity, texture, microstructure and kinetics of osmotic dehydration of apple tissue
    • del Valle J.M., Aránguiz V., and León H. Effects of blanching and calcium infiltration on PPO activity, texture, microstructure and kinetics of osmotic dehydration of apple tissue. Food Research International 31 8 (1998) 557-569
    • (1998) Food Research International , vol.31 , Issue.8 , pp. 557-569
    • del Valle, J.M.1    Aránguiz, V.2    León, H.3
  • 8
    • 0032419116 scopus 로고    scopus 로고
    • Glass transitions and shrinkage during drying and storage of osmosed apple pieces
    • del Valle J.M., Cuadros T.R.M., and Aguilera J.M. Glass transitions and shrinkage during drying and storage of osmosed apple pieces. Food Research International 31 3 (1998) 191-204
    • (1998) Food Research International , vol.31 , Issue.3 , pp. 191-204
    • del Valle, J.M.1    Cuadros, T.R.M.2    Aguilera, J.M.3
  • 11
    • 0342484493 scopus 로고    scopus 로고
    • Modelling of mass transfer during osmotic dehydration of apples
    • Kaymak-Ertekin F., and Sultanoglu M. Modelling of mass transfer during osmotic dehydration of apples. Journal of Food Engineering 46 (2000) 243-250
    • (2000) Journal of Food Engineering , vol.46 , pp. 243-250
    • Kaymak-Ertekin, F.1    Sultanoglu, M.2
  • 12
    • 84987343762 scopus 로고
    • Osmotic dehydration of fruit: Influence of osmotic agents on drying behavior and product quality
    • 1217-1219, 1226
    • Lerici C.R., Pinnavaia G., Dalla Rosa M., and Bartolucci L. Osmotic dehydration of fruit: Influence of osmotic agents on drying behavior and product quality. Journal of Food Science 50 (1985) 1217-1219, 1226
    • (1985) Journal of Food Science , vol.50
    • Lerici, C.R.1    Pinnavaia, G.2    Dalla Rosa, M.3    Bartolucci, L.4
  • 13
    • 0347592208 scopus 로고    scopus 로고
    • Osmotic-treatment induced cell death and osmotic processing kinetics of apples with characterized raw material properties
    • Mavroudis N.E., Dejmek P., and Sjoholm I. Osmotic-treatment induced cell death and osmotic processing kinetics of apples with characterized raw material properties. Journal of Food Engineering 63 (2004) 47-56
    • (2004) Journal of Food Engineering , vol.63 , pp. 47-56
    • Mavroudis, N.E.1    Dejmek, P.2    Sjoholm, I.3
  • 14
    • 0031988657 scopus 로고    scopus 로고
    • Osmotic dehydration of apples-Effects of agitation and raw material characteristics
    • Mavroudis N.E., Gekas V., and Sjoholm I. Osmotic dehydration of apples-Effects of agitation and raw material characteristics. Journal of Food Engineering 35 (1998) 191-209
    • (1998) Journal of Food Engineering , vol.35 , pp. 191-209
    • Mavroudis, N.E.1    Gekas, V.2    Sjoholm, I.3
  • 15
    • 0032178492 scopus 로고    scopus 로고
    • Osmotic dehydration of apples. Phenomena and the significance of initial structure on mass transfer rates
    • Mavroudis N.E., Gekas V., and Sjoholm I. Osmotic dehydration of apples. Phenomena and the significance of initial structure on mass transfer rates. Journal of Food Engineering 38 (1998) 101-123
    • (1998) Journal of Food Engineering , vol.38 , pp. 101-123
    • Mavroudis, N.E.1    Gekas, V.2    Sjoholm, I.3
  • 16
    • 33846369123 scopus 로고    scopus 로고
    • Neurosolutions. (2003). The neural network simulation environment. Getting started manual v. 4. NeuroDimension Inc., FL USA.
  • 17
    • 33846336078 scopus 로고    scopus 로고
    • Neurosolutions Software v.4.3. (2003). NeuroDimension Inc., FL, USA.
  • 19
    • 18744379440 scopus 로고    scopus 로고
    • Prediction of mass-transfer kinetics and product quality changes during a dehydration-impregnation-soaking process using artificial neural networks. Application to pork curing
    • Poligné I., Broyart B., Trystram G., and Collignan A. Prediction of mass-transfer kinetics and product quality changes during a dehydration-impregnation-soaking process using artificial neural networks. Application to pork curing. Lebensmittel-Wissenschaft und-Technolgie 35 (2002) 748-756
    • (2002) Lebensmittel-Wissenschaft und-Technolgie , vol.35 , pp. 748-756
    • Poligné, I.1    Broyart, B.2    Trystram, G.3    Collignan, A.4
  • 20
    • 12344307295 scopus 로고    scopus 로고
    • Prediction of the viscosity of clarified fruit juice using artificial neural network: A combined effect of concentration and temperature
    • Rai P., Majumdar G.C., DasGupta S., and De S. Prediction of the viscosity of clarified fruit juice using artificial neural network: A combined effect of concentration and temperature. Journal of Food Engineering 68 (2005) 527-533
    • (2005) Journal of Food Engineering , vol.68 , pp. 527-533
    • Rai, P.1    Majumdar, G.C.2    DasGupta, S.3    De, S.4
  • 21
    • 0031098074 scopus 로고    scopus 로고
    • Mass transfer during osmotic dehydration of banana: Fickian diffusion in cylindrical configuration
    • Rastogi N.K., Raghavarao K.S.M.S., and Niranjan K. Mass transfer during osmotic dehydration of banana: Fickian diffusion in cylindrical configuration. Journal of Food Engineering 31 (1997) 423-432
    • (1997) Journal of Food Engineering , vol.31 , pp. 423-432
    • Rastogi, N.K.1    Raghavarao, K.S.M.S.2    Niranjan, K.3
  • 24
    • 0038367721 scopus 로고    scopus 로고
    • Using neural networks to predict thermal conductivity of food as a function of moisture content, temperature and apparent porosity
    • Sablani S.S., and Rahman M.S. Using neural networks to predict thermal conductivity of food as a function of moisture content, temperature and apparent porosity. Food Research International 36 (2003) 617-623
    • (2003) Food Research International , vol.36 , pp. 617-623
    • Sablani, S.S.1    Rahman, M.S.2
  • 25
    • 0033324133 scopus 로고    scopus 로고
    • Osmotic dehydration progression in apple tissue I: Spatial distribution of solutes and moisture content
    • Salvatori D., Andrés A., Chiralt A., and Fito P. Osmotic dehydration progression in apple tissue I: Spatial distribution of solutes and moisture content. Journal of Food Engineering 42 3 (1999) 125-132
    • (1999) Journal of Food Engineering , vol.42 , Issue.3 , pp. 125-132
    • Salvatori, D.1    Andrés, A.2    Chiralt, A.3    Fito, P.4
  • 26
    • 0036909627 scopus 로고    scopus 로고
    • Osmotic dehydration of foods: Mass transfer and modeling aspects
    • Shi J., and Le Maguer M. Osmotic dehydration of foods: Mass transfer and modeling aspects. Food Reviews International 18 4 (2002) 305-335
    • (2002) Food Reviews International , vol.18 , Issue.4 , pp. 305-335
    • Shi, J.1    Le Maguer, M.2
  • 27
    • 0031347024 scopus 로고    scopus 로고
    • Mass transfer model for osmotic dehydration of fruits and vegetables. I. Development of the simulation model
    • Spiazzi E., and Mascheroni R. Mass transfer model for osmotic dehydration of fruits and vegetables. I. Development of the simulation model. Journal of Food Engineering 34 (1997) 387-410
    • (1997) Journal of Food Engineering , vol.34 , pp. 387-410
    • Spiazzi, E.1    Mascheroni, R.2
  • 28
    • 0040007250 scopus 로고    scopus 로고
    • Note: Application of neural network modeling for the control of dewatering and impregnation soaking process (osmotic dehydration)
    • Trelea I.C., Raoult-Wack A.L., and Trystram G. Note: Application of neural network modeling for the control of dewatering and impregnation soaking process (osmotic dehydration). Food Science and Technology International 3 (1997) 459-465
    • (1997) Food Science and Technology International , vol.3 , pp. 459-465
    • Trelea, I.C.1    Raoult-Wack, A.L.2    Trystram, G.3
  • 29
    • 0024877782 scopus 로고
    • Osmotically induced mass transfer in plant storage tissues: A mathematical model. Part 1
    • Toupin C.J., Marcotte M., and Le Maguer M. Osmotically induced mass transfer in plant storage tissues: A mathematical model. Part 1. Journal of Food Engineering 10 (1989) 13-38
    • (1989) Journal of Food Engineering , vol.10 , pp. 13-38
    • Toupin, C.J.1    Marcotte, M.2    Le Maguer, M.3
  • 31
    • 0030206799 scopus 로고    scopus 로고
    • Mathematical modeling and simulation of mass transfer in osmotic dehydration processes. Part I: Conceptual and mathematical model
    • Yao Z., and Le Maguer M. Mathematical modeling and simulation of mass transfer in osmotic dehydration processes. Part I: Conceptual and mathematical model. Journal of Food Engineering 29 (1996) 349-360
    • (1996) Journal of Food Engineering , vol.29 , pp. 349-360
    • Yao, Z.1    Le Maguer, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.