메뉴 건너뛰기




Volumn 29, Issue 9, 2005, Pages 1996-2009

Applications of object-oriented Bayesian networks for condition monitoring, root cause analysis and decision support on operation of complex continuous processes

Author keywords

Dynamic process disturbance analysis; Fault diagnostics; Pulp and paper

Indexed keywords

COMPUTATIONAL COMPLEXITY; CONDITION MONITORING; COSTS; DECISION SUPPORT SYSTEMS; OBJECT ORIENTED PROGRAMMING; PROCESS CONTROL; RISK ASSESSMENT;

EID: 24144448019     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compchemeng.2005.05.005     Document Type: Article
Times cited : (139)

References (35)
  • 4
    • 84893529721 scopus 로고
    • Statistical process monitoring and feedback adjustment: A discussion, technical report, center for quality and productivity improvement
    • G.E. Box, and T. Kramer Statistical process monitoring and feedback adjustment: A discussion, technical report, center for quality and productivity improvement Technometrics 34 3 1990/1992 251 285
    • (1990) Technometrics , vol.34 , Issue.3 , pp. 251-285
    • Box, G.E.1    Kramer, T.2
  • 9
    • 33645585262 scopus 로고    scopus 로고
    • US Patent No: US 6,415,276 B1. Bayesian belief network for industrial processes
    • Heger A.S., Aradhye H.B. (2002). US Patent No: US 6,415,276 B1. Bayesian belief network for industrial processes.
    • (2002)
    • Heger, A.S.1    Aradhye, H.B.2
  • 10
  • 11
    • 33645591049 scopus 로고
    • Elsevier, North Holland: Amsterdam
    • Reprinted in Machine Intelligence and Pattern recognition, 12 (pp. 17-32), Elsevier, North Holland: Amsterdam, 1991.
    • (1991) Machine Intelligence and Pattern Recognition , vol.12 , pp. 17-32
  • 12
    • 0003716629 scopus 로고    scopus 로고
    • Ph.D. Thesis. Stockholm, Sweden: Department of Numerical Analysis and Computer Science, Royal Institute of Technology
    • Holst A. (1997). The use of Bayesian neural network model for classification tasks. Ph.D. Thesis. Stockholm, Sweden: Department of Numerical Analysis and Computer Science, Royal Institute of Technology.
    • (1997) The Use of Bayesian Neural Network Model for Classification Tasks
    • Holst, A.1
  • 15
    • 0001554685 scopus 로고
    • A comparison of decision analysis and expert rules for sequential analysis
    • P. Besnard S. Hanks North-Holland New York
    • J. Kalagnanam, and M. Henrion A comparison of decision analysis and expert rules for sequential analysis P. Besnard S. Hanks Uncertainty in artificial intelligence 4 1990 North-Holland New York 271 281
    • (1990) Uncertainty in Artificial Intelligence , vol.4 , pp. 271-281
    • Kalagnanam, J.1    Henrion, M.2
  • 17
    • 0001953042 scopus 로고    scopus 로고
    • Object-oriented Bayesian networks
    • Morgan Kaufmann
    • D. Koller, and A. Pfeffer Object-oriented Bayesian networks Proceedings of the UAI-97 Morgan Kaufmann 1997 302 313
    • (1997) Proceedings of the UAI-97 , pp. 302-313
    • Koller, D.1    Pfeffer, A.2
  • 18
    • 0034333295 scopus 로고    scopus 로고
    • Dynamic probabilistic model-based expert system for fault diagnosis
    • D. Leung, and J. Romagnoli Dynamic probabilistic model-based expert system for fault diagnosis Computers and Chemical Engineering 24 2000 2473 2492
    • (2000) Computers and Chemical Engineering , vol.24 , pp. 2473-2492
    • Leung, D.1    Romagnoli, J.2
  • 19
    • 0036131953 scopus 로고    scopus 로고
    • An integration mechanism for multivariate knowledge-based fault diagnosis
    • D. Leung, and J. Romagnoli An integration mechanism for multivariate knowledge-based fault diagnosis Journal of Process Control 12 2002 15 26
    • (2002) Journal of Process Control , vol.12 , pp. 15-26
    • Leung, D.1    Romagnoli, J.2
  • 22
    • 0009116664 scopus 로고
    • AHugin: System creating adaptive causal probabilistic networks
    • K.G. Olesen, S.L. Lauritzen, and F.V. Jensen aHugin: System creating adaptive causal probabilistic networks UAI 92 1992 223 229
    • (1992) UAI , vol.92 , pp. 223-229
    • Olesen, K.G.1    Lauritzen, S.L.2    Jensen, F.V.3
  • 25
    • 84986980101 scopus 로고
    • Sequential updating of conditional probabilities on directed graphical structures
    • D. Spiegelhalter, and S. Lauritzen Sequential updating of conditional probabilities on directed graphical structures Networks 20 1990 579 605
    • (1990) Networks , vol.20 , pp. 579-605
    • Spiegelhalter, D.1    Lauritzen, S.2
  • 29
    • 0037211215 scopus 로고    scopus 로고
    • Determining the optimal production-maintenance policy with inspection errors: Using Markov chain
    • C.-H. Wang, and S.H. Sheu Determining the optimal production-maintenance policy with inspection errors: using Markov chain Computers and Operations Research 30 2003 1 17
    • (2003) Computers and Operations Research , vol.30 , pp. 1-17
    • Wang, C.-H.1    Sheu, S.H.2
  • 30
    • 14544306708 scopus 로고    scopus 로고
    • Root cause analysis and decision support on process operation
    • Department of Public Technology, Mälardalen University Sweden
    • G. Weidl Root cause analysis and decision support on process operation Doctoral Dissertation 2002 Department of Public Technology, Mälardalen University Sweden
    • (2002) Doctoral Dissertation
    • Weidl, G.1
  • 34
    • 33645584137 scopus 로고    scopus 로고
    • Object-oriented Bayesian networks for condition monitoring, root cause analysis and decision support on operation of complex continuous processes: Methodology and applications
    • University of Stuttgart: IST
    • Weidl G., Madsen, A.L., Israelsson S. (2005). Object-oriented Bayesian networks for condition monitoring, root cause analysis and decision support on operation of complex continuous processes: Methodology and applications. In Technical report 2005-1, University of Stuttgart: IST. http://www.ist.uni- stuttgart.de/reports/pdf/2005-1.pdf.
    • (2005) Technical Report , vol.2005 , Issue.1
    • Weidl, G.1    Madsen, A.L.2    Israelsson, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.