메뉴 건너뛰기




Volumn 58, Issue 11, 2007, Pages 2846-2851

Local least squares support vector regression with application to online modeling for batch processes

Author keywords

Batch processes; Fermentation; Local least squares support vector regression; Online modeling

Indexed keywords

ALGORITHMS; FERMENTATION; FORECASTING; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; ONLINE SEARCHING; PROCESS CONTROL; REGRESSION ANALYSIS; SUPPORT VECTOR MACHINES;

EID: 36549010042     PISSN: 04381157     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (20)

References (10)
  • 1
    • 0028546521 scopus 로고
    • Analysis of operating data for evaluation, diagnosis, and control of batch operations
    • Bakshi B R, Locher G, Stephanopoulos G. Analysis of operating data for evaluation, diagnosis, and control of batch operations. Journal of Process Control, 1994, 4 (4): 179-194.
    • (1994) Journal of Process Control , vol.4 , Issue.4 , pp. 179-194
    • Bakshi, B.R.1    Locher, G.2    Stephanopoulos, G.3
  • 2
    • 0029199640 scopus 로고    scopus 로고
    • On data-based modelling techniques for fermentation processes
    • Warnes M R, Glasscy J, Montague G A, Kara B. On data-based modelling techniques for fermentation processes. Process Biochemistry, 1996, 31 (2): 147-155.
    • (1996) Process Biochemistry , vol.31 , Issue.2 , pp. 147-155
    • Warnes, M.R.1    Glasscy, J.2    Montague, G.A.3    Kara, B.4
  • 5
    • 27444433806 scopus 로고    scopus 로고
    • Soft-sensor development for fed-batch bioreactors using support vector regression
    • Desai K, Badhe Y, Tambe S S, Kulkarni B D. Soft-sensor development for fed-batch bioreactors using support vector regression. Biochemical Engineering Journal, 2006, 27 (33): 225-239.
    • (2006) Biochemical Engineering Journal , vol.27 , Issue.33 , pp. 225-239
    • Desai, K.1    Badhe, Y.2    Tambe, S.S.3    Kulkarni, B.D.4
  • 6
    • 33644890191 scopus 로고    scopus 로고
    • Prediction of key state variables using support vector machines in bioprocesses
    • Li Y F, Yuan J Q. Prediction of key state variables using support vector machines in bioprocesses. Chemical Engineering and Technology, 2006, 29 (3): 313-319.
    • (2006) Chemical Engineering and Technology , vol.29 , Issue.3 , pp. 313-319
    • Li, Y.F.1    Yuan, J.Q.2
  • 7
    • 33748469376 scopus 로고    scopus 로고
    • On-line estimation of biomass in fermentation process using support vector machine
    • Wang J L, Yu T, Jin C Y. On-line estimation of biomass in fermentation process using support vector machine. Chinese Journal of Chemical Engineering, 2006, 14 (3): 383-388.
    • (2006) Chinese Journal of Chemical Engineering , vol.14 , Issue.3 , pp. 383-388
    • Wang, J.L.1    Yu, T.2    Jin, C.Y.3
  • 9
    • 0037110983 scopus 로고    scopus 로고
    • A modular simulation package for fed-batch fermentation: Penicillin production
    • Birol G, Undey C, Cinar A. A modular simulation package for fed-batch fermentation: penicillin production. Computers and Chemical Engineering, 2002, 26 (11): 1553-1565.
    • (2002) Computers and Chemical Engineering , vol.26 , Issue.11 , pp. 1553-1565
    • Birol, G.1    Undey, C.2    Cinar, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.