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Volumn 1, Issue , 2004, Pages 530-535

Combination of independent component analysis and multi-way principal component analysis for batch process monitoring

Author keywords

Batch Monitoring; Independent Component Analysis (ICA); Multi way PCA (MPCA); Penicillin production

Indexed keywords

ALGORITHMS; BENCHMARKING; DISTRIBUTED DATABASE SYSTEMS; FERMENTATION; PRINCIPAL COMPONENT ANALYSIS; PROCESS CONTROL;

EID: 15744364878     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (12)
  • 2
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    • Monitoring batch processes using multi-way principal component analysis
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    • Nomikos, P., MacGregor, J. F., "Monitoring batch processes using multi-way principal component analysis", AIChE J., Vol. 40, No.8, pp1361-1375, Aug. 1994.
    • (1994) AIChE J. , vol.40 , Issue.8 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 7
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: Algorithms and application
    • A. Hyvärinen, E. Oja., "Independent component analysis: algorithms and application", Neural Networks, Vol. 13, No.4-5, 2000.
    • (2000) Neural Networks , vol.13 , Issue.4-5
    • Hyvärinen, A.1    Oja, E.2
  • 8
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • M
    • A. Hyvärinen, "Fast and robust fixed-point algorithms for independent component analysis", IEEE Transactions on Neural Networks, Vol. 10, No.3, pp. 626-634, 1999.M.
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.3 , pp. 626-634
    • Hyvärinen, A.1
  • 9
    • 33845435132 scopus 로고    scopus 로고
    • New approximations of differential entropy for independent component analysis and projection pursuit
    • A. Hyvärinen, "New approximations of differential entropy for independent component analysis and projection pursuit", Adv. Neural Inform. Process. Sys., Vol. 10, pp 273-279, 1998.
    • (1998) Adv. Neural Inform. Process. Sys. , vol.10 , pp. 273-279
    • Hyvärinen, A.1
  • 10
    • 0037394190 scopus 로고    scopus 로고
    • Monitoring independent components for fault detection
    • Apr.
    • Kano, S. Tanaka, and S. Hasebe et al, "Monitoring independent components for fault detection", AIChE. J., Vol. 49, No.4, pp. 969-976, Apr. 2003.
    • (2003) AIChE. J. , vol.49 , Issue.4 , pp. 969-976
    • Kano1    Tanaka, S.2    Hasebe, S.3
  • 11
    • 15744374408 scopus 로고    scopus 로고
    • http://www.chee.iit.edu/~control/PenSim/v1.0
  • 12
    • 0037110983 scopus 로고    scopus 로고
    • A modular simulation package for fed-batch fermentation production
    • Birol, G., Ündey, C., Cinar, A., "A modular simulation package for fed-batch fermentation production". Computers and Chemical Engineering, Vol.26, pp1553-1565, 2002.
    • (2002) Computers and Chemical Engineering , vol.26 , pp. 1553-1565
    • Birol, G.1    Ündey, C.2    Cinar, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.