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Volumn 6, Issue 2, 2013, Pages 585-590

Prediction of the Physicochemical Properties of Spray-Dried Black Mulberry (Morus nigra) Juice using Artificial Neural Networks

Author keywords

Artificial neural networks; Black mulberry; Color change; Spray drying; Total anthocyanin content; Yield

Indexed keywords

ANTHOCYANINS; BACKPROPAGATION; COLORIMETRY; COMPRESSED AIR; FORECASTING; MEAN SQUARE ERROR; MULTILAYER NEURAL NETWORKS; NEURAL NETWORKS; PHYSICOCHEMICAL PROPERTIES; PLANTS (BOTANY); SPRAY DRYING;

EID: 84975861192     PISSN: 19355130     EISSN: 19355149     Source Type: Journal    
DOI: 10.1007/s11947-011-0648-x     Document Type: Article
Times cited : (40)

References (14)
  • 1
    • 85133787283 scopus 로고    scopus 로고
    • Phase transitions during food powder production and powder stability
    • C. Onwulata (Ed.), Boca Raton FL: Taylor & Francis
    • Bhandari, B. R., & Hartel, R. W. (2005). Phase transitions during food powder production and powder stability. In C. Onwulata (Ed.), Encapsulated and powdered foods (pp. 261-292). Boca Raton FL: Taylor & Francis.
    • (2005) Encapsulated and Powdered Foods , pp. 261-292
    • Bhandari, B.R.1    Hartel, R.W.2
  • 2
    • 49249101156 scopus 로고    scopus 로고
    • Classification of eight pomegranate juices based on antioxidant capacity measured by four methods
    • Cam, M., Hisil, Y., & Durmaz, G. (2009). Classification of eight pomegranate juices based on antioxidant capacity measured by four methods. Food Chemistry, 112, 721-726.
    • (2009) Food Chemistry , vol.112 , pp. 721-726
    • Cam, M.1    Hisil, Y.2    Durmaz, G.3
  • 3
    • 34548544559 scopus 로고    scopus 로고
    • Prediction of process and product parameters in an orange juice spray dryer using artificial neural networks
    • Chegini, G. R., Khazaei, J., Ghobadian, B., & Goudarzi, A. M. (2008). Prediction of process and product parameters in an orange juice spray dryer using artificial neural networks. Journal of food Engineering, 84, 534-543.
    • (2008) Journal of Food Engineering , vol.84 , pp. 534-543
    • Chegini, G.R.1    Khazaei, J.2    Ghobadian, B.3    Goudarzi, A.M.4
  • 5
    • 77955824496 scopus 로고    scopus 로고
    • Effect of temperature on the drying characteristics, colour and ascorbic acid content of green and gold kiwifruits
    • Diamante, L., Durand, M., Savage, G., & Vanhanen, L. (2010). Effect of temperature on the drying characteristics, colour and ascorbic acid content of green and gold kiwifruits. International Food Research Journal, 17, 441-451.
    • (2010) International Food Research Journal , vol.17 , pp. 441-451
    • Diamante, L.1    Durand, M.2    Savage, G.3    Vanhanen, L.4
  • 6
    • 39049167087 scopus 로고    scopus 로고
    • Some physico-chemical characteristics of black mulberry (Morus nigra L.) genotypes from Northeast Anatolia region of Turkey
    • Ercisli, S., & Orhan, E. (2008). Some physico-chemical characteristics of black mulberry (Morus nigra L.) genotypes from Northeast Anatolia region of Turkey. Scientia Horticulturae, 116, 41-46.
    • (2008) Scientia Horticulturae , vol.116 , pp. 41-46
    • Ercisli, S.1    Orhan, E.2
  • 7
    • 80053570160 scopus 로고    scopus 로고
    • Application of image analysis and artificial neural network to predict mass transfer kinetics and colour changes of osmotically dehydrated kiwifruit
    • doi: 10. 1007/s11947-009-0222-y
    • Fathi, M., Mohebbi, M., & Razavi, S. M. A. (2009). Application of image analysis and artificial neural network to predict mass transfer kinetics and colour changes of osmotically dehydrated kiwifruit. Food and Bioprocess Technology. doi: 10. 1007/s11947-009-0222-y.
    • (2009) Food and Bioprocess Technology
    • Fathi, M.1    Mohebbi, M.2    Razavi, S.M.A.3
  • 8
    • 3242878963 scopus 로고    scopus 로고
    • Influence of spray drying conditions on tomato powder properties
    • Goula, A. M., Adamopoulos, K. G., & Kazakis, N. A. (2004). Influence of spray drying conditions on tomato powder properties. Drying Technology, 22, 1129-1151.
    • (2004) Drying Technology , vol.22 , pp. 1129-1151
    • Goula, A.M.1    Adamopoulos, K.G.2    Kazakis, N.A.3
  • 9
    • 76549132033 scopus 로고    scopus 로고
    • Effect of spray drying conditions on the physicochemical and antioxidant properties of Gac (Momordica cochinchinensis) fruit aril powder
    • Kha, T. C., Nguyen, M. H., & Roach, P. D. (2010). Effect of spray drying conditions on the physicochemical and antioxidant properties of Gac (Momordica cochinchinensis) fruit aril powder. Journal of Food Engineering, 98, 385-392.
    • (2010) Journal of Food Engineering , vol.98 , pp. 385-392
    • Kha, T.C.1    Nguyen, M.H.2    Roach, P.D.3
  • 10
    • 79951510255 scopus 로고    scopus 로고
    • Application of artificial neural network to predict the oxidation of Menhaden fish oil obtained from Fourier transform infrared spectroscopy method
    • doi: 10. 1007/s11947-010-0386-s
    • Klaypradit, W., Kerdpiboon, S., & Singh, R. K. (2010). Application of artificial neural network to predict the oxidation of Menhaden fish oil obtained from Fourier transform infrared spectroscopy method. Food and Bioprocess Technology. doi: 10. 1007/s11947-010-0386-s.
    • (2010) Food and Bioprocess Technology
    • Klaypradit, W.1    Kerdpiboon, S.2    Singh, R.K.3
  • 11
    • 33847163738 scopus 로고    scopus 로고
    • The physicochemical properties of spray dried watermelon powder
    • Quek, S. Y., Chok, N. K., & Swedlund, P. (2007). The physicochemical properties of spray dried watermelon powder. Chemical Engineering and Processing, 46(5), 386-392.
    • (2007) Chemical Engineering and Processing , vol.46 , Issue.5 , pp. 386-392
    • Quek, S.Y.1    Chok, N.K.2    Swedlund, P.3
  • 12
    • 84862148132 scopus 로고    scopus 로고
    • Advanced modeling of food convective drying: a comparison between artificial neural networks and hybrid approaches
    • doi: 10. 1007/s11947-010-0477-3
    • Saraceno, A., Aversa, M., & Curcio, S. (2010). Advanced modeling of food convective drying: a comparison between artificial neural networks and hybrid approaches. Food and Bioprocess Technology. doi: 10. 1007/s11947-010-0477-3.
    • (2010) Food and Bioprocess Technology
    • Saraceno, A.1    Aversa, M.2    Curcio, S.3
  • 13
    • 0242488897 scopus 로고    scopus 로고
    • Thermal kinetics of color degradation of mulberry fruit extract
    • Suh, H. J., Noh, D. O., Kang, C. S., Kim, J. M., & Lee, S. W. (2003). Thermal kinetics of color degradation of mulberry fruit extract. Nahrung-Food, 47(2), 132-135.
    • (2003) Nahrung-Food , vol.47 , Issue.2 , pp. 132-135
    • Suh, H.J.1    Noh, D.O.2    Kang, C.S.3    Kim, J.M.4    Lee, S.W.5
  • 14
    • 84975797264 scopus 로고    scopus 로고
    • Validation of neural network techniques for the estimation of canopy biophysical variables from vegetation data
    • Lake Maggiore, Italy
    • Weiss, M., Baret, F., Leroy, M., Hautecoeur, O., Prevot, L., & Bruguier, N. (2000). Validation of neural network techniques for the estimation of canopy biophysical variables from vegetation data. Vegetation-2000, Lake Maggiore, Italy.
    • (2000) Vegetation-2000
    • Weiss, M.1    Baret, F.2    Leroy, M.3    Hautecoeur, O.4    Prevot, L.5    Bruguier, N.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.