메뉴 건너뛰기




Volumn 83, Issue 3, 2006, Pages 223-227

Modeling selected properties of extruded rice flour and rice starch by neural networks and statistics

Author keywords

[No Author keywords available]

Indexed keywords

MIMO SYSTEMS; NETWORK LAYERS; REGRESSION ANALYSIS; STARCH;

EID: 33745040695     PISSN: 00090352     EISSN: None     Source Type: Journal    
DOI: 10.1094/CC-83-0223     Document Type: Article
Times cited : (17)

References (40)
  • 2
    • 0020226219 scopus 로고
    • Production of flat bread by extrusion cooking using different wheat/rye ratios, protein enrichment and grain with poor baking ability
    • Antila, J., Seiler, K., Seibel, W., and Linko, P. 1983. Production of flat bread by extrusion cooking using different wheat/rye ratios, protein enrichment and grain with poor baking ability. J. Food Eng. 2:189-210.
    • (1983) J. Food Eng. , vol.2 , pp. 189-210
    • Antila, J.1    Seiler, K.2    Seibel, W.3    Linko, P.4
  • 3
    • 0004202155 scopus 로고
    • Association of Official Analytical Chemists: Washington, DC
    • AOAC. 1984. Official Methods of Analysis. 13th Ed. Association of Official Analytical Chemists: Washington, DC.
    • (1984) Official Methods of Analysis. 13th Ed.
  • 4
    • 0030935250 scopus 로고    scopus 로고
    • Development of a neural network for soybean rust epidemics
    • Batchelor, W. D., Yang, X. B., and Tschanz, A. T. 1997. Development of a neural network for soybean rust epidemics. Trans. ASAE 40:247-252.
    • (1997) Trans. ASAE , vol.40 , pp. 247-252
    • Batchelor, W.D.1    Yang, X.B.2    Tschanz, A.T.3
  • 6
    • 0000200783 scopus 로고
    • Textural properties of extrusion cooked corn starch
    • Bhattacharya, M., and Hanna, M. A. 1987. Textural properties of extrusion cooked corn starch. Lebensm. Wiss. Technol. 20:195-201.
    • (1987) Lebensm. Wiss. Technol. , vol.20 , pp. 195-201
    • Bhattacharya, M.1    Hanna, M.A.2
  • 7
    • 0024072264 scopus 로고
    • Modeling selected textural properties of extrusion cooked corn starches
    • Bhattacharya, M., and Hanna, M. A. 1988. Modeling selected textural properties of extrusion cooked corn starches. Trans. ASAE 31:1576-1580.
    • (1988) Trans. ASAE , vol.31 , pp. 1576-1580
    • Bhattacharya, M.1    Hanna, M.A.2
  • 8
    • 84986535295 scopus 로고
    • Twin screw extrusion of rice flour: Effect of extruder length to diameter ratio and barrel temperature on extrusion parameters and product characteristics
    • Bhattacharya, S., and Choudhury, G. S. 1994. Twin screw extrusion of rice flour: Effect of extruder length to diameter ratio and barrel temperature on extrusion parameters and product characteristics. J. Food Process Preserv. 18:389-406.
    • (1994) J. Food Process Preserv. , vol.18 , pp. 389-406
    • Bhattacharya, S.1    Choudhury, G.S.2
  • 9
    • 0002210884 scopus 로고
    • Degree of gelatinization of cooked rice
    • Birch, G. G., and Priestley, R. J. 1973. Degree of gelatinization of cooked rice. Starch 25:98-100.
    • (1973) Starch , vol.25 , pp. 98-100
    • Birch, G.G.1    Priestley, R.J.2
  • 10
    • 44049123532 scopus 로고
    • A method for prediction by combining data analysis and neural networks: Applications to prediction of apple quality using near infrared spectra
    • Bochereau, L., Bourgine, P., and Palagos, B. 1991. A method for prediction by combining data analysis and neural networks: Applications to prediction of apple quality using near infrared spectra. J. Agric. Eng. Res. 51:207-216.
    • (1991) J. Agric. Eng. Res. , vol.51 , pp. 207-216
    • Bochereau, L.1    Bourgine, P.2    Palagos, B.3
  • 11
    • 0000203752 scopus 로고
    • Optimal minimal neural interpretation of spectra
    • Borggard, C., and Thodberg, H. H. 1992. Optimal minimal neural interpretation of spectra. Anal. Chem. 64:545-551.
    • (1992) Anal. Chem. , vol.64 , pp. 545-551
    • Borggard, C.1    Thodberg, H.H.2
  • 12
    • 84987310079 scopus 로고
    • Optimum extrusion cooking conditions for maximum expansion of corn starch
    • Chinnaswamy, R., and Hanna, M. A. 1988. Optimum extrusion cooking conditions for maximum expansion of corn starch. J. Food Sci. 53:834-840.
    • (1988) J. Food Sci. , vol.53 , pp. 834-840
    • Chinnaswamy, R.1    Hanna, M.A.2
  • 13
    • 0001320012 scopus 로고
    • Neural networks in extrusion process identification and control
    • Eerikainen, T., Zhu, Y. H., and Linko, P. 1994. Neural networks in extrusion process identification and control. Food Control 5:111-119.
    • (1994) Food Control , vol.5 , pp. 111-119
    • Eerikainen, T.1    Zhu, Y.H.2    Linko, P.3
  • 14
    • 0022181171 scopus 로고
    • An experimental study of extrusion cooking of maize grits
    • Fletcher, S. I., Richmond, P., and Smith, A. C. 1985. An experimental study of extrusion cooking of maize grits. J. Food Eng. 4:291-312.
    • (1985) J. Food Eng. , vol.4 , pp. 291-312
    • Fletcher, S.I.1    Richmond, P.2    Smith, A.C.3
  • 16
    • 85159510146 scopus 로고    scopus 로고
    • A review on residence time distribution (RTD) in food extruders and study on the potential of neural networks in RTD modeling
    • JFS-2001-661
    • Ganjyal, G., and Hanna, M. A. 2001. A review on residence time distribution (RTD) in food extruders and study on the potential of neural networks in RTD modeling. J. Food Sci. JFS-2001-661.
    • (2001) J. Food Sci.
    • Ganjyal, G.1    Hanna, M.A.2
  • 17
    • 0041350765 scopus 로고    scopus 로고
    • Effect of barrel temperature and screw speed on rapid viscoanalyser pasting behavior of rice extrudate
    • Guha, M., Ali, S. Z., and Bhattacharya, S. 1998. Effect of barrel temperature and screw speed on rapid viscoanalyser pasting behavior of rice extrudate. Int. J. Food Sci. Technol. 33:259-266.
    • (1998) Int. J. Food Sci. Technol. , vol.33 , pp. 259-266
    • Guha, M.1    Ali, S.Z.2    Bhattacharya, S.3
  • 18
    • 0002705958 scopus 로고
    • Extrusion and co-extrusion of cereals
    • J. M. V. Blanshard and J. R. Mitchell, eds. Butterworth: Boston
    • Guy, R. C. E., and Horne, A. W. 1988. Extrusion and co-extrusion of cereals. In: Food Structure-Its Creation and Evaluation. J. M. V. Blanshard and J. R. Mitchell, eds. Butterworth: Boston.
    • (1988) Food Structure - Its Creation and Evaluation
    • Guy, R.C.E.1    Horne, A.W.2
  • 19
    • 85159507982 scopus 로고
    • R. L. Whistler and E. F. Aschall, eds. Academic Press: New York
    • Hogan, J. 1967. Chemistry and Technology, Vol. 2. R. L. Whistler and E. F. Aschall, eds. Academic Press: New York.
    • (1967) Chemistry and Technology , vol.2
    • Hogan, J.1
  • 20
    • 0001622583 scopus 로고
    • A simplified assay for milled-rice amylose
    • Juliano, B. O. 1971. A simplified assay for milled-rice amylose. Cereal Sci. Today 16:334-337.
    • (1971) Cereal Sci. Today , vol.16 , pp. 334-337
    • Juliano, B.O.1
  • 21
    • 0024171759 scopus 로고
    • An experimental study of screw configuration effects in the twin screw extrusion cooking of maize grits
    • Kirby, A. R., Ollett, A. L., Parker, R., and Smith, A. C. 1988. An experimental study of screw configuration effects in the twin screw extrusion cooking of maize grits. J. Food Eng. 8:247-242.
    • (1988) J. Food Eng. , vol.8 , pp. 247-1242
    • Kirby, A.R.1    Ollett, A.L.2    Parker, R.3    Smith, A.C.4
  • 22
    • 0037479995 scopus 로고
    • Twin screw extrusion cooking of starches: Flow behavior of starch pastes, expansion and mechanical properties of extrudates
    • R. Jowitt, ed. Elsevier Applied Science: New York
    • Launay, B., and Lisch, J. M. 1984. Twin screw extrusion cooking of starches: Flow behavior of starch pastes, expansion and mechanical properties of extrudates. In: Extrusion Cooking Technology. R. Jowitt, ed. Elsevier Applied Science: New York.
    • (1984) Extrusion Cooking Technology
    • Launay, B.1    Lisch, J.M.2
  • 23
    • 0020603859 scopus 로고
    • Estimating output and power of food extruders
    • Levine, L. 1982. Estimating output and power of food extruders. J. Food Process Eng. 6:1-13.
    • (1982) J. Food Process Eng. , vol.6 , pp. 1-13
    • Levine, L.1
  • 24
    • 0022737575 scopus 로고
    • A correlation for heat transfer coefficients in food extruders
    • Levine, L., and Rockwood, J. 1986. A correlation for heat transfer coefficients in food extruders. Biotechnol. Prog. 2:105-108.
    • (1986) Biotechnol. Prog. , vol.2 , pp. 105-108
    • Levine, L.1    Rockwood, J.2
  • 25
    • 0023542032 scopus 로고
    • A simulation of the effect of formula variations on the transient output of single screw extruders
    • Levine, L., Symes, S., and Weimer, J. 1987. A simulation of the effect of formula variations on the transient output of single screw extruders. Biotechnol. Prog. 3:212-220.
    • (1987) Biotechnol. Prog. , vol.3 , pp. 212-220
    • Levine, L.1    Symes, S.2    Weimer, J.3
  • 26
    • 0032343907 scopus 로고    scopus 로고
    • Advanced and intelligent control of food processes
    • Linko, S. 1998. Advanced and intelligent control of food processes. Food Australia 50:407-411.
    • (1998) Food Australia , vol.50 , pp. 407-411
    • Linko, S.1
  • 28
  • 29
  • 30
    • 18644374897 scopus 로고
    • System analytical model for the extrusion of starches
    • P. Zeuthen, J. C. Cheftel, C. Eriksson, M. Jul, H. Leniger, P. Linko, G. Varela, and G. Vos, eds. Elsevier Applied Science: New York
    • Mueser, F., and Van Langerich, B. 1984. System analytical model for the extrusion of starches. In: Thermal Processing and Quality of Foods. P. Zeuthen, J. C. Cheftel, C. Eriksson, M. Jul, H. Leniger, P. Linko, G. Varela, and G. Vos, eds. Elsevier Applied Science: New York.
    • (1984) Thermal Processing and Quality of Foods
    • Mueser, F.1    Van Langerich, B.2
  • 31
    • 0001914268 scopus 로고
    • Technological aspects regarding specific changes to the characteristic properties of extrudates by HTST extrusion cooking
    • C. O. Connor, ed. Elsevier Applied Sci.: Essex, UK
    • Mueser, F., Pfaller, W., and Van Langerich, B. 1987. Technological aspects regarding specific changes to the characteristic properties of extrudates by HTST extrusion cooking. In: Extrusion Technology for the Food Industry. C. O. Connor, ed. Elsevier Applied Sci.: Essex, UK.
    • (1987) Extrusion Technology for the Food Industry
    • Mueser, F.1    Pfaller, W.2    Van Langerich, B.3
  • 32
    • 3843075300 scopus 로고
    • Response surface analysis of HTST extrusion texturized starch-protein-sugar paste
    • P. Linko, Y. Malkki, J. Olkku, and J. Larinkari, eds. Applied Science: London
    • Olkku, J., and Vainionppaa, J. 1980. Response surface analysis of HTST extrusion texturized starch-protein-sugar paste. In: Food Process Engineering Vol. 1. Food Processing Systems. P. Linko, Y. Malkki, J. Olkku, and J. Larinkari, eds. Applied Science: London.
    • (1980) Food Process Engineering Vol. 1. Food Processing Systems , vol.1
    • Olkku, J.1    Vainionppaa, J.2
  • 33
    • 0038493816 scopus 로고
    • Steady-state modeling of extrusion cooking employing response surface methodology
    • R. Jowitt, ed. Elsevier Applied Science: New York
    • Olkku, J., Hagqvist, A., and Linko, P. 1984. Steady-state modeling of extrusion cooking employing response surface methodology. In: Extrusion Cooking Technology. R. Jowitt, ed. Elsevier Applied Science: New York.
    • (1984) Extrusion Cooking Technology
    • Olkku, J.1    Hagqvist, A.2    Linko, P.3
  • 34
    • 0001986073 scopus 로고
    • Textural and microstructural changes in corn starch as a function of extrusion variables
    • Owusu-Ansah, J., van de Voort, F. R., and Stanley, D. W. 1984. Textural and microstructural changes in corn starch as a function of extrusion variables. Can. Inst. Food Sci. Technol. J. 17:65-70.
    • (1984) Can. Inst. Food Sci. Technol. J. , vol.17 , pp. 65-70
    • Owusu-Ansah, J.1    Van De Voort, F.R.2    Stanley, D.W.3
  • 35
    • 0022492903 scopus 로고
    • Instabilities in an extrusion cooker: A simple model
    • Roberts, S. A., and Guy, R. C. E. 1986. Instabilities in an extrusion cooker: A simple model. J. Food Eng. 5:7-30.
    • (1986) J. Food Eng. , vol.5 , pp. 7-30
    • Roberts, S.A.1    Guy, R.C.E.2
  • 36
    • 0023272941 scopus 로고
    • Metastable states in a food extrusion cooker
    • Roberts, S. A., and Guy, R. C. E. 1987. Metastable states in a food extrusion cooker. J. Food Eng. 6:103-112.
    • (1987) J. Food Eng. , vol.6 , pp. 103-112
    • Roberts, S.A.1    Guy, R.C.E.2
  • 37
    • 84985069921 scopus 로고
    • Parameters affecting production and character of extrusion texturized defatted glandless cottonseed meal
    • Taranto, M. V., Meinke, W. W., Cater, C. M., and Mattil, K. F. 1975. Parameters affecting production and character of extrusion texturized defatted glandless cottonseed meal. J. Food Science 40:1264-1269.
    • (1975) J. Food Science , vol.40 , pp. 1264-1269
    • Taranto, M.V.1    Meinke, W.W.2    Cater, C.M.3    Mattil, K.F.4
  • 38
    • 84985273144 scopus 로고
    • A basic model for a twin-screw extruder
    • Tayeb, J., Vergnes, B., and Della Valle, G. 1988. A basic model for a twin-screw extruder. J. Food Sci. 53:1047-1056.
    • (1988) J. Food Sci. , vol.53 , pp. 1047-1056
    • Tayeb, J.1    Vergnes, B.2    Della Valle, G.3
  • 39
    • 84986492463 scopus 로고
    • Predicting milk shelf-life based on artificial neural networks and headspace gas chromatographic data
    • Vallejo-Cordoba, B., Arteaga, G. E., and Nakai, S. 1995. Predicting milk shelf-life based on artificial neural networks and headspace gas chromatographic data. J. Food Sci. 60:885-888.
    • (1995) J. Food Sci. , vol.60 , pp. 885-888
    • Vallejo-Cordoba, B.1    Arteaga, G.E.2    Nakai, S.3
  • 40
    • 0021938670 scopus 로고
    • Modeling a twin screw co-rotating extruder
    • Yacu, W. A. 1985. Modeling a twin screw co-rotating extruder. J. Food Eng. 8:1-21.
    • (1985) J. Food Eng. , vol.8 , pp. 1-21
    • Yacu, W.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.