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Volumn 6, Issue , 2004, Pages 5680-5685

Fault diagnosis in industrial processes using principal component analysis and hidden Markov model

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODEL (HMM); PROPORTIONAL-INTEGRAL-DIFFERENTIAL (PID) CONTROL SYSTEM; SAMPLING RATE; TENNEESSE EASTMAN (TE);

EID: 8744318494     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACC.2004.249052     Document Type: Conference Paper
Times cited : (24)

References (10)
  • 1
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    • Off-line diagnosis of deterministic faults in continuous dynamic multivariable processes using speech recognition methods
    • A. Kassidas, P. A. Taylor, and J. F. MacGregor, "Off-line diagnosis of deterministic faults in continuous dynamic multivariable processes using speech recognition methods," J. Proc. Cont, vol. 8, no. 5, pp. 381-393, 1998.
    • (1998) J. Proc. Cont , vol.8 , Issue.5 , pp. 381-393
    • Kassidas, A.1    Taylor, P.A.2    MacGregor, J.F.3
  • 2
    • 0031269483 scopus 로고    scopus 로고
    • Neural-network-based robust fault diagnosis in robotic systems
    • A. T. Vemuri, and M. M. Polycarpou, "Neural-network-based robust fault diagnosis in robotic systems," IEEE Transaction on Neural Networks, vol. 8, no. 6, pp. 1410-1420, 1997.
    • (1997) IEEE Transaction on Neural Networks , vol.8 , Issue.6 , pp. 1410-1420
    • Vemuri, A.T.1    Polycarpou, M.M.2
  • 3
    • 0034621334 scopus 로고    scopus 로고
    • Fault detection in industrial processes using canonical variate analysis and dynamic principle component analysis
    • E. L. Russell, L. H. Chiang, and R. D. Braatz, "Fault detection in industrial processes using canonical variate analysis and dynamic principle component analysis," Chemometrics and Intelligent Laboratory Systems, vol. 51, pp. 81-93, 2000.
    • (2000) Chemometrics and Intelligent Laboratory Systems , vol.51 , pp. 81-93
    • Russell, E.L.1    Chiang, L.H.2    Braatz, R.D.3
  • 4
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proceedings of the IEEE, vol. 77, no. 2, pp. 257-286, 1989.
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 5
    • 0025550344 scopus 로고
    • Dynamic fault detection and diagnosis using neural networks
    • R. Li, J. H. Olson, and D. L. Chester, "Dynamic fault detection and diagnosis using neural networks," Intelligent Control, vol. 2, pp. 1169-1174, 1990.
    • (1990) Intelligent Control , vol.2 , pp. 1169-1174
    • Li, R.1    Olson, J.H.2    Chester, D.L.3
  • 7
    • 0028431355 scopus 로고
    • Base control for the Tennessee Eastman problem
    • T. J. McAvoy, and N.Ye, "Base control for the Tennessee Eastman problem", Computers and Chemical Engineering, vol. 18, no. 5, pp. 383-413, 1994.
    • (1994) Computers and Chemical Engineering , vol.18 , Issue.5 , pp. 383-413
    • McAvoy, T.J.1    Ye, N.2
  • 9
    • 0242417499 scopus 로고    scopus 로고
    • Detecting abnormal process trends by wavelet-domain hidden Markov models
    • W. Sun, A. Palazoglu, and J. A. Romagnoli, "Detecting abnormal process trends by wavelet-domain hidden Markov models," AIChE. J, vol. 49, no. 1, pp. 140-150, 2003.
    • (2003) AIChE. J , vol.49 , Issue.1 , pp. 140-150
    • Sun, W.1    Palazoglu, A.2    Romagnoli, J.A.3
  • 10
    • 0031272439 scopus 로고    scopus 로고
    • A neural-network approach to fault detection and diagnosis in industrial process
    • Y. Maki, and K. A. Loparo, "A neural-network approach to fault detection and diagnosis in industrial process," IEEE Trans. on control systems technology, vol. 5, no. 6, pp. 529-541, 1997.
    • (1997) IEEE Trans. on Control Systems Technology , vol.5 , Issue.6 , pp. 529-541
    • Maki, Y.1    Loparo, K.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.