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Volumn 43, Issue 25, 2004, Pages 8037-8048

Multiple-fault diagnosis of the Tennessee Eastman process based on system decomposition and dynamic PLS

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL ENGINEERING; GRAPH THEORY; MATHEMATICAL MODELS; RELIABILITY; STATISTICAL METHODS;

EID: 9744237208     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie049624u     Document Type: Article
Times cited : (132)

References (25)
  • 1
    • 0001629769 scopus 로고
    • Fault diagnosis strategies for chemical plants: A review of competing technologies
    • Montebello, Canada
    • Becraft, W. R.; Guo, D. Z.; Lee, P. L.; Newel, R. B. Fault Diagnosis Strategies for Chemical Plants: A Review of Competing Technologies. Proceedings of Process Systems Engineering '91, Montebello, Canada, 1991; Vol. 2, pp 12.1-12.15.
    • (1991) Proceedings of Process Systems Engineering '91 , vol.2
    • Becraft, W.R.1    Guo, D.Z.2    Lee, P.L.3    Newel, R.B.4
  • 2
    • 0344063365 scopus 로고    scopus 로고
    • Multiple-fault diagnosis based on system decomposition and dynamic PLS
    • Lee, G.; Song, S.-O.; Yoon, E. S. Multiple-Fault Diagnosis Based on System Decomposition and Dynamic PLS. Ind. Eng. Chem. Res. 2003, 42, 6145-6154.
    • (2003) Ind. Eng. Chem. Res. , vol.42 , pp. 6145-6154
    • Lee, G.1    Song, S.-O.2    Yoon, E.S.3
  • 3
    • 0027561446 scopus 로고
    • A plant-wide industrial process control problem
    • Downs, J. J.; Vogel, E. F. A Plant-wide Industrial Process Control Problem. Comput. Chem. Eng. 1993, 17, 245-255.
    • (1993) Comput. Chem. Eng. , vol.17 , pp. 245-255
    • Downs, J.J.1    Vogel, E.F.2
  • 5
    • 0028784108 scopus 로고
    • Multivariate statistical methods for monitoring continuous processes: Assessment of discrimination power of disturbance models and diagnosis of multiple disturbances
    • Raich, A.; Çinar, A. Multivariate Statistical Methods for Monitoring Continuous Processes: Assessment of Discrimination Power of Disturbance Models and Diagnosis of Multiple Disturbances. Chemom. Intell. Lab. Syst. 1995, 30, 37-48.
    • (1995) Chemom. Intell. Lab. Syst. , vol.30 , pp. 37-48
    • Raich, A.1    Çinar, A.2
  • 6
    • 0033083952 scopus 로고    scopus 로고
    • Isolation enhanced principal component analysis
    • Gertler, J.; Li, W.; Huang, Y.; McAvoy, T. Isolation Enhanced Principal Component Analysis. AIChE J. 1999, 45, 323-334.
    • (1999) AIChE J. , vol.45 , pp. 323-334
    • Gertler, J.1    Li, W.2    Huang, Y.3    McAvoy, T.4
  • 7
    • 0034661131 scopus 로고    scopus 로고
    • Comparison of statistical process monitoring methods: Application to the eastman challenge problem
    • Kano, M.; Nagao, K.; Hasebe, S.; Hashimoto, I.; Ohno, H.; Strauss, R.; Bakshi, B. Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem. Comput. Chem. Eng. 2000, 24, 175-181.
    • (2000) Comput. Chem. Eng. , vol.24 , pp. 175-181
    • Kano, M.1    Nagao, K.2    Hasebe, S.3    Hashimoto, I.4    Ohno, H.5    Strauss, R.6    Bakshi, B.7
  • 8
    • 0031062026 scopus 로고    scopus 로고
    • Diagnosis of process disturbances by statistical distance and angle measured
    • Raich, A.; Çinar, A. Diagnosis of Process Disturbances by Statistical Distance and Angle Measured. Comput. Chem. Eng. 1997, 21, 661-673.
    • (1997) Comput. Chem. Eng. , vol.21 , pp. 661-673
    • Raich, A.1    Çinar, A.2
  • 9
    • 0034643075 scopus 로고    scopus 로고
    • Fault diagnosis in chemical processes using fisher discriminant analysis, discriminant partial least-squares, and principal component analysis
    • Chiang, L. H.; Russell, E. L.; Braatz, R. D. Fault Diagnosis in Chemical Processes Using Fisher Discriminant Analysis, Discriminant Partial Least-Squares, and Principal Component Analysis. Chemom. Intell. Lab. Syst. 2000, 50, 243-252.
    • (2000) Chemom. Intell. Lab. Syst. , vol.50 , pp. 243-252
    • Chiang, L.H.1    Russell, E.L.2    Braatz, R.D.3
  • 10
    • 0032187699 scopus 로고    scopus 로고
    • Predictive on-line monitoring of continuous processes
    • Chen, G.; McAvoy, T. J. Predictive On-Line Monitoring of Continuous Processes. J. Process Control 1998, 8, 409-420.
    • (1998) J. Process Control , vol.8 , pp. 409-420
    • Chen, G.1    McAvoy, T.J.2
  • 11
    • 0034299908 scopus 로고    scopus 로고
    • Sensor and actuator fault isolation by structured partial PCA with nonlinear extensions
    • Huang, Y.; Gertler, J.; McAvoy, T. J. Sensor and Actuator Fault Isolation by Structured Partial PCA with Nonlinear Extensions. J. Process Control 2000, 10, 459-469.
    • (2000) J. Process Control , vol.10 , pp. 459-469
    • Huang, Y.1    Gertler, J.2    McAvoy, T.J.3
  • 12
    • 0034661266 scopus 로고    scopus 로고
    • Nonlinear dynamic principal component analysis for on-line process monitoring and diagnosis
    • Lin, W.; Qian, Y.; Li, X. Nonlinear Dynamic Principal Component Analysis for On-line Process Monitoring and Diagnosis. Comput. Chem. Eng. 2000, 24, 423-429.
    • (2000) Comput. Chem. Eng. , vol.24 , pp. 423-429
    • Lin, W.1    Qian, Y.2    Li, X.3
  • 13
    • 0032188360 scopus 로고    scopus 로고
    • Off-line diagnosis of deterministic faults in continuous dynamic multivariable processes using speech recognition methods
    • Kassidas, A.; Taylor, P. A.; MacGregor, J. F. Off-Line Diagnosis of Deterministic Faults in Continuous Dynamic Multivariable Processes Using Speech Recognition Methods. J. Process Control 1998, 8, 381-393.
    • (1998) J. Process Control , vol.8 , pp. 381-393
    • Kassidas, A.1    Taylor, P.A.2    MacGregor, J.F.3
  • 14
    • 2342505830 scopus 로고    scopus 로고
    • Fault diagnosis based on fisher discriminant analysis and support vector machines
    • Chiang, L. H.; Kotanchek, M. E.; Kordon, A. K. Fault Diagnosis Based on Fisher Discriminant Analysis and Support Vector Machines. Comput. Chem. Eng. 2004, 28, 1389-1401.
    • (2004) Comput. Chem. Eng. , vol.28 , pp. 1389-1401
    • Chiang, L.H.1    Kotanchek, M.E.2    Kordon, A.K.3
  • 15
    • 0035885219 scopus 로고    scopus 로고
    • Fault diagnosis of multivariate systems using pattern recognition and multisensor data analysis technique
    • Akbaryan, F.; Bishnoi, P. R. Fault Diagnosis of Multivariate Systems Using Pattern Recognition and Multisensor Data Analysis Technique. Comput. Chem. Eng. 2001, 25, 1313-1339.
    • (2001) Comput. Chem. Eng. , vol.25 , pp. 1313-1339
    • Akbaryan, F.1    Bishnoi, P.R.2
  • 16
    • 0036749093 scopus 로고    scopus 로고
    • Towards distributed diagnosis of the Tennessee Eastman process benchmark
    • Chen, J.; Howell, J. Towards Distributed Diagnosis of the Tennessee Eastman Process Benchmark. Control Eng. Pract. 2002, 10, 971-987.
    • (2002) Control Eng. Pract. , vol.10 , pp. 971-987
    • Chen, J.1    Howell, J.2
  • 17
    • 9744241878 scopus 로고    scopus 로고
    • Dimensionality reduction in computer-aided decision making
    • Kunming, China, 2004; Elsevier. Amsterdam, The Netherlands
    • Yamashita, Y. Dimensionality Reduction in Computer-Aided Decision Making. Proceedings of Process Systems Engineering 2003, Kunming, China, 2004; Elsevier. Amsterdam, The Netherlands, 2004; pp 356-361.
    • (2004) Proceedings of Process Systems Engineering 2003 , pp. 356-361
    • Yamashita, Y.1
  • 18
    • 77956730125 scopus 로고    scopus 로고
    • Qualitative trend analysis of the principal components: Application to fault diagnosis
    • Kunming, China, 2004; Elsevier: Amsterdam, The Netherlands
    • Maurya, M. R.; Rengaswamy, R.; Venkatasubramanian, V. Qualitative Trend Analysis of the Principal Components: Application to Fault Diagnosis. Proceedings of Process Systems Engineering 2003, Kunming, China, 2004; Elsevier: Amsterdam, The Netherlands, 2004; pp 968-973.
    • (2004) Proceedings of Process Systems Engineering 2003 , pp. 968-973
    • Maurya, M.R.1    Rengaswamy, R.2    Venkatasubramanian, V.3
  • 19
    • 0033611717 scopus 로고    scopus 로고
    • Nonlinear projection to latent structures revisited: The quadratic PLS algorithm
    • Baffi, G.; Martin, E. B.; Morris, A. J. Nonlinear Projection to Latent Structures Revisited: The Quadratic PLS Algorithm. Comput. Chem. Eng. 1999, 23, 395-411.
    • (1999) Comput. Chem. Eng. , vol.23 , pp. 395-411
    • Baffi, G.1    Martin, E.B.2    Morris, A.J.3
  • 20
    • 0026578543 scopus 로고
    • Nonlinear partial least-squares modelling. II. Spline inner relation
    • Wold, S. Nonlinear Partial Least-Squares Modelling. II. Spline Inner Relation. Chemom. Intell. Lab. Syst. 1992, 14, 71-84.
    • (1992) Chemom. Intell. Lab. Syst. , vol.14 , pp. 71-84
    • Wold, S.1
  • 22
    • 0030083996 scopus 로고    scopus 로고
    • Nonlinear far-IR modeling via a neural net PLS approach
    • Qin, S. J.; McAvoy, T. J. Nonlinear Far-IR Modeling via a Neural Net PLS Approach. Comput. Chem. Eng. 1996, 20, 147-159.
    • (1996) Comput. Chem. Eng. , vol.20 , pp. 147-159
    • Qin, S.J.1    McAvoy, T.J.2
  • 24
    • 0029379327 scopus 로고
    • Nonlinear modeling and state estimation for the Tennessee Eastman challenge process
    • Ricker, N. L.; Lee, J. H. Nonlinear Modeling and State Estimation for the Tennessee Eastman Challenge Process. Comput. Chem. Eng. 1995, 19, 983-1005.
    • (1995) Comput. Chem. Eng. , vol.19 , pp. 983-1005
    • Ricker, N.L.1    Lee, J.H.2
  • 25
    • 0028892168 scopus 로고
    • Disturbance detection and isolation by dynamic principal component analysis
    • Ku, W.; Storer, R. H.; Georgakis, C. Disturbance Detection and Isolation by Dynamic Principal Component Analysis. Chemom. Intell. Lab. Syst. 1995, 30, 179-196.
    • (1995) Chemom. Intell. Lab. Syst. , vol.30 , pp. 179-196
    • Ku, W.1    Storer, R.H.2    Georgakis, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.