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Volumn 2005, Issue , 2005, Pages 628-633

Residual generation from principal component models for fault diagnosis in linear systems

Author keywords

[No Author keywords available]

Indexed keywords

ALGEBRAIC TRANSFORMATION; FAULT DIAGNOSIS; PC MODELS; RESIDUAL OPTIMIZATION;

EID: 33745205361     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/.2005.1467087     Document Type: Conference Paper
Times cited : (7)

References (12)
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    • Chow, E.Y.1    Willsky, A.S.2
  • 2
    • 0025403582 scopus 로고
    • A new structural framework for parity equation based fault detection and isolation
    • Gertler, J. and D. Singer "A New Structural Framework for Parity Equation Based Fault Detection and Isolation", Automatica, 26, 381 (1990)
    • (1990) Automatica , vol.26 , pp. 381
    • Gertler, J.1    Singer, D.2
  • 3
    • 0025421966 scopus 로고
    • Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy
    • Frank, P. "Fault Diagnosis in Dynamic Systems Using Analytical and Knowledge-Based Redundancy", Automatica, 26, 459 (1990).
    • (1990) Automatica , vol.26 , pp. 459
    • Frank, P.1
  • 4
    • 0022723452 scopus 로고
    • Optimal robust redundancy relations for failure detection in uncertain systems
    • Lou, X.C., A.S. Willsky and G.C. Verghese, "Optimal Robust Redundancy Relations for Failure Detection in Uncertain Systems", Automatica, 22, 333 (1986).
    • (1986) Automatica , vol.22 , pp. 333
    • Lou, X.C.1    Willsky, A.S.2    Verghese, G.C.3
  • 6
    • 0030269512 scopus 로고    scopus 로고
    • Identification of faulty sensors using principal component analysis
    • Dunia, R., S.J. Qin, T.F. Edgar and T.J. McAvoy, "Identification of Faulty Sensors Using Principal Component Analysis", AIChE Journal, 42, 2787 (1996).
    • (1996) AIChE Journal , vol.42 , pp. 2787
    • Dunia, R.1    Qin, S.J.2    Edgar, T.F.3    McAvoy, T.J.4
  • 7
    • 0000333541 scopus 로고    scopus 로고
    • Principal component analysis and parity relations - A strong duality
    • Hull, UK
    • Gertler, J. and T. McAvoy, "Principal Component Analysis and Parity Relations - A Strong Duality", Preprints of IFAC Safeprocess Symposium (Hull, UK), 2, 837 (1997).
    • (1997) Preprints of IFAC Safeprocess Symposium , vol.2 , pp. 837
    • Gertler, J.1    McAvoy, T.2
  • 8
    • 0033083952 scopus 로고    scopus 로고
    • Isolation-enhanced principal component analysis
    • Gertler, J., W. Li, Y.Huang and T. McAvoy, "Isolation-Enhanced Principal Component Analysis", AIChE Journal, 45, 323 (1999).
    • (1999) AIChE Journal , vol.45 , pp. 323
    • Gertler, J.1    Li, W.2    Huang, Y.3    McAvoy, T.4
  • 9
    • 0347380851 scopus 로고    scopus 로고
    • Noise-induced bias in last principal component modeling of linear systems
    • Cao, J. and J. Gertler, "Noise-Induced Bias in Last Principal Component Modeling of Linear Systems", J. of Process Control, 14, 365 (2003).
    • (2003) J. of Process Control , vol.14 , pp. 365
    • Cao, J.1    Gertler, J.2
  • 10
    • 0033198809 scopus 로고    scopus 로고
    • Detection, identification, and reconstruction of faulty sensors with maximized sensitivity
    • Qin, S. J. and W. Li, "Detection, Identification, and Reconstruction of Faulty Sensors with Maximized Sensitivity", AIChE Journal, 45, 1963 (1999)
    • (1999) AIChE Journal , vol.45 , pp. 1963
    • Qin, S.J.1    Li, W.2
  • 11
    • 0034299908 scopus 로고    scopus 로고
    • Sensor and actuator fault isolation by structured partial PCA with nonlinear extensions
    • Huang, Y., J. Gertler and T. McAvoy, "Sensor and Actuator Fault Isolation by Structured Partial PCA with Nonlinear Extensions", Journal of Process Control, 10, 459 (2000).
    • (2000) Journal of Process Control , vol.10 , pp. 459
    • Huang, Y.1    Gertler, J.2    McAvoy, T.3
  • 12
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    • Nonlinear fault isolation with structured partial principal component analysis and clustering analysis
    • Huang, Y., T. McAvoy and J. Gertler, "Nonlinear Fault Isolation with Structured Partial Principal Component Analysis and Clustering Analysis"; Can. J. of Chem. Eng., 78, 569 (2000).
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.