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Volumn 14, Issue 2, 2007, Pages 143-151

Designing an efficient probabilistic neural network for fault diagnosis of nonlinear processes operating at multiple operating regions

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER ANALYSIS; COMPUTER SIMULATION; MULTILAYER NEURAL NETWORKS; OPTIMIZATION; PROBABILITY;

EID: 34248667581     PISSN: 10263098     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (4)

References (25)
  • 1
    • 0034661302 scopus 로고    scopus 로고
    • Challenges in the industrial applications of fault diagnostic systems
    • Venkatasubramanian, V. "Challenges in the industrial applications of fault diagnostic systems", Comput. Chem. Engng., 40, pp 785-791 (2000).
    • (2000) Comput. Chem. Engng , vol.40 , pp. 785-791
    • Venkatasubramanian, V.1
  • 2
    • 0002400707 scopus 로고
    • Adequately address abnormal situation operations
    • Nimo, I. "Adequately address abnormal situation operations", Chem. Eng. Progress, 91, pp 36-45 (1995).
    • (1995) Chem. Eng. Progress , vol.91 , pp. 36-45
    • Nimo, I.1
  • 3
    • 0025421966 scopus 로고
    • Fault diagnosis in faulty systems using analytical and knowledge based redundancy- a survey and some new results
    • Frank, P.N. "Fault diagnosis in faulty systems using analytical and knowledge based redundancy- a survey and some new results", Automatica, 26 pp 459-474 (1990).
    • (1990) Automatica , vol.26 , pp. 459-474
    • Frank, P.N.1
  • 4
    • 0000516476 scopus 로고    scopus 로고
    • Signed digraph based multiple fault diagnosis
    • Vedam, H. and Venkatasubramanian, V. "Signed digraph based multiple fault diagnosis", Comput. Chem. Engng., 21, pp S5655-S5660 (1997).
    • (1997) Comput. Chem. Engng , vol.21
    • Vedam, H.1    Venkatasubramanian, V.2
  • 5
    • 0034333295 scopus 로고    scopus 로고
    • Dynamic probabilistic model-based expert system for fault diagnosis
    • Leung, D. and Romagnoli, J. "Dynamic probabilistic model-based expert system for fault diagnosis", Comput. Chem. Engng., 24, pp 2473-2492 (2000).
    • (2000) Comput. Chem. Engng , vol.24 , pp. 2473-2492
    • Leung, D.1    Romagnoli, J.2
  • 6
    • 0342757698 scopus 로고    scopus 로고
    • Cooperative problem solving in diagnostic agents for chemical processes
    • Young, E.S., Chang, T.S., Shin, D. and Yoon, E.S. "Cooperative problem solving in diagnostic agents for chemical processes", Comput. Chem. Engng., 24, pp 729-734 (2000).
    • (2000) Comput. Chem. Engng , vol.24 , pp. 729-734
    • Young, E.S.1    Chang, T.S.2    Shin, D.3    Yoon, E.S.4
  • 7
    • 0034661266 scopus 로고    scopus 로고
    • Nonlinear dynamic principal component analysis for on-line process monitoring and diagnosis
    • Lin, W., Qian, U. and Li, X. "Nonlinear dynamic principal component analysis for on-line process monitoring and diagnosis", Comput. Chem. Engng., 24, pp 423-429 (2000).
    • (2000) Comput. Chem. Engng , vol.24 , pp. 423-429
    • Lin, W.1    Qian, U.2    Li, X.3
  • 8
  • 9
    • 0024905756 scopus 로고
    • A neural network methodology for process fault diagnosis
    • Venkatasubramanian, V. and Chan, K. "A neural network methodology for process fault diagnosis", AIChE Journal, 35, pp 1993-2002 (1989).
    • (1989) AIChE Journal , vol.35 , pp. 1993-2002
    • Venkatasubramanian, V.1    Chan, K.2
  • 10
    • 0024764296 scopus 로고
    • Incipient fault diagnosis of chemical processes via artificial neural networks
    • Watanabe, K., Matsuura, I., Abe, M., Kubota, M. and Himmelblau, D.M. "Incipient fault diagnosis of chemical processes via artificial neural networks", AIChE Journal, 35, pp 1803-1812 (1989).
    • (1989) AIChE Journal , vol.35 , pp. 1803-1812
    • Watanabe, K.1    Matsuura, I.2    Abe, M.3    Kubota, M.4    Himmelblau, D.M.5
  • 11
    • 0027333737 scopus 로고
    • An approach to fault diagnosis of chemical processes via neural networks
    • Fan, J.Y., Nikolaou, M. and White, R.E. "An approach to fault diagnosis of chemical processes via neural networks", AIChE Journal, 93, pp 82-88 (1993).
    • (1993) AIChE Journal , vol.93 , pp. 82-88
    • Fan, J.Y.1    Nikolaou, M.2    White, R.E.3
  • 12
    • 0028427743 scopus 로고
    • Diagnosis of multiple simultaneous fault via hierarchical artificial neural networks
    • Watanabe, K., Hirota, S. and Hou, L. "Diagnosis of multiple simultaneous fault via hierarchical artificial neural networks", AIChE Journal. 40, pp 839-848 (1994).
    • (1994) AIChE Journal , vol.40 , pp. 839-848
    • Watanabe, K.1    Hirota, S.2    Hou, L.3
  • 14
    • 0029236539 scopus 로고
    • Dynamic process diagnosis via integrated neural networks
    • Tsai, C.S. and Chang, C.T. "Dynamic process diagnosis via integrated neural networks", Comput. Chem. Engng., 19, pp S747-S752 (1995).
    • (1995) Comput. Chem. Engng , vol.19
    • Tsai, C.S.1    Chang, C.T.2
  • 15
    • 0030711298 scopus 로고    scopus 로고
    • A wavelet theory based trend analysis system for process monitoring and diagnosis
    • New Mexico, pp, June
    • Vedam, H. and Venkatasubramanian, V. "A wavelet theory based trend analysis system for process monitoring and diagnosis", Proceeding of the American Control Conference, New Mexico, pp 309-313 (June, 2000).
    • (2000) Proceeding of the American Control Conference , pp. 309-313
    • Vedam, H.1    Venkatasubramanian, V.2
  • 16
    • 0033168863 scopus 로고    scopus 로고
    • Application of wavelets and neural networks to diagnostic system development- 1. Feature extraction
    • Chen, B.H., Wang, X.Z., Yang, S.H. and McGreavy, C. "Application of wavelets and neural networks to diagnostic system development- 1. Feature extraction", Comput. Chem. Engng., 23, pp 899-906 (1999).
    • (1999) Comput. Chem. Engng , vol.23 , pp. 899-906
    • Chen, B.H.1    Wang, X.Z.2    Yang, S.H.3    McGreavy, C.4
  • 17
    • 0034661359 scopus 로고    scopus 로고
    • Neural network based framework for fault diagnosis in batch chemical plants
    • Ruiz, D., Nougues, J.M., Calderon, Z., Espuna, A. and Puigjaner, L."Neural network based framework for fault diagnosis in batch chemical plants", Comput. Chem. Engng., 24, pp 777-784 (2000).
    • (2000) Comput. Chem. Engng , vol.24 , pp. 777-784
    • Ruiz, D.1    Nougues, J.M.2    Calderon, Z.3    Espuna, A.4    Puigjaner, L.5
  • 18
    • 0034661162 scopus 로고    scopus 로고
    • A fast training neural network and its updation for incipient fault detection and diagnosis
    • Rengaswamy, R., and Venkatasubramanian, V. "A fast training neural network and its updation for incipient fault detection and diagnosis", Comput. Chem. Engng., 24, pp 431-437 (2000).
    • (2000) Comput. Chem. Engng , vol.24 , pp. 431-437
    • Rengaswamy, R.1    Venkatasubramanian, V.2
  • 19
    • 0026135904 scopus 로고
    • Radial basis function networks for classifying process faults
    • Leonard, J.A. and Kramer, M.A. "Radial basis function networks for classifying process faults", IEEE Control System Mag., 11, pp 31-38 (1991).
    • (1991) IEEE Control System Mag , vol.11 , pp. 31-38
    • Leonard, J.A.1    Kramer, M.A.2
  • 20
    • 0032654520 scopus 로고    scopus 로고
    • Sensor fault diagnosis in a chemical process via RBF neural networks
    • Yu, D.L., Gomm, J.B. and Wiliams, D. "Sensor fault diagnosis in a chemical process via RBF neural networks", Control Engineering Practice, 7, pp 49-55 (1999).
    • (1999) Control Engineering Practice , vol.7 , pp. 49-55
    • Yu, D.L.1    Gomm, J.B.2    Wiliams, D.3
  • 24
    • 0025517276 scopus 로고
    • Input-output linearization of general nonlinear processes
    • Henson, M.A. and Seborg, D.A. "Input-output linearization of general nonlinear processes", AIChE Journal, 36, pp 1753-1757 (1990).
    • (1990) AIChE Journal , vol.36 , pp. 1753-1757
    • Henson, M.A.1    Seborg, D.A.2
  • 25
    • 0027205884 scopus 로고
    • A scaled conjugate gradient algorithm for fast supervised learning
    • Moller, M.F. "A scaled conjugate gradient algorithm for fast supervised learning", Neural Networks, 6, pp 525-533 (1993).
    • (1993) Neural Networks , vol.6 , pp. 525-533
    • Moller, M.F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.