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Volumn 19, Issue 6, 2009, Pages 923-931

Variable-weighted Fisher discriminant analysis for process fault diagnosis

Author keywords

Classification; Fault diagnosis; Fisher discriminant analysis; Variable weighting

Indexed keywords

CLASSIFICATION; CORRESPONDING WEIGHTS; DISCRIMINATIVE FEATURES; FAULT DATUM; FAULT DIAGNOSIS; FISHER DISCRIMINANT ANALYSIS; LOCAL CHARACTERISTICS; PROCESS FAULTS; TENNESSEE EASTMAN PROCESS; VARIABLE WEIGHTING; WEIGHT VECTORS;

EID: 65549154885     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2008.12.001     Document Type: Article
Times cited : (54)

References (32)
  • 1
    • 0037443803 scopus 로고    scopus 로고
    • A review of process fault detection and diagnosis. Part III: process history based methods
    • Venkatasubramanian V., Rengaswamy R., Kavuri S.N., and Yin K. A review of process fault detection and diagnosis. Part III: process history based methods. Comput. Chem. Eng. 27 (2003) 327-346
    • (2003) Comput. Chem. Eng. , vol.27 , pp. 327-346
    • Venkatasubramanian, V.1    Rengaswamy, R.2    Kavuri, S.N.3    Yin, K.4
  • 2
    • 18844397336 scopus 로고    scopus 로고
    • Application of latent variable methods to process control and multivariate statistical process control in industry
    • Kourti T. Application of latent variable methods to process control and multivariate statistical process control in industry. Int. J. Adap. Control Signal Process 19 (2005) 213-246
    • (2005) Int. J. Adap. Control Signal Process , vol.19 , pp. 213-246
    • Kourti, T.1
  • 4
    • 0242354134 scopus 로고    scopus 로고
    • Statistical process monitoring: basics and beyond
    • Qin S.J. Statistical process monitoring: basics and beyond. J. Chem. 17 (2003) 480-502
    • (2003) J. Chem. , vol.17 , pp. 480-502
    • Qin, S.J.1
  • 5
    • 0001606671 scopus 로고    scopus 로고
    • Contribution plots: a missing link in multivariate quality control
    • Miller P., and Swanson R.E. Contribution plots: a missing link in multivariate quality control. Appl. Math. Comput. Sci. 8 (1998) 775-792
    • (1998) Appl. Math. Comput. Sci. , vol.8 , pp. 775-792
    • Miller, P.1    Swanson, R.E.2
  • 6
    • 0030262558 scopus 로고    scopus 로고
    • Multivariate SPC methods for process and product monitoring
    • Kourti T., and MacGregor J.F. Multivariate SPC methods for process and product monitoring. J. Qual. Tech. 28 (1996) 409-428
    • (1996) J. Qual. Tech. , vol.28 , pp. 409-428
    • Kourti, T.1    MacGregor, J.F.2
  • 7
    • 0032144398 scopus 로고    scopus 로고
    • Subspace approach to multidimensional fault identification and reconstruction
    • Dunia R., and Qin S.J. Subspace approach to multidimensional fault identification and reconstruction. AIChE J. 44 (1998) 1813-1831
    • (1998) AIChE J. , vol.44 , pp. 1813-1831
    • Dunia, R.1    Qin, S.J.2
  • 9
    • 0033083952 scopus 로고    scopus 로고
    • Isolation enhanced principal component analysis
    • Gertler J., and Li W. Isolation enhanced principal component analysis. AIChE J. 45 (1999) 323-334
    • (1999) AIChE J. , vol.45 , pp. 323-334
    • Gertler, J.1    Li, W.2
  • 10
    • 0030127409 scopus 로고    scopus 로고
    • Statistic process monitoring and disturbance diagnosis in multivariable continue processes
    • Raich A.C., and Cinar A. Statistic process monitoring and disturbance diagnosis in multivariable continue processes. AIChE J. 42 (1996) 995-1009
    • (1996) AIChE J. , vol.42 , pp. 995-1009
    • Raich, A.C.1    Cinar, A.2
  • 11
    • 0035885219 scopus 로고    scopus 로고
    • Fault diagnosis of multivariate systems using pattern recognition and multisensor data analysis technique
    • Akbaryan F., and Bishnoi P.R. Fault diagnosis of multivariate systems using pattern recognition and multisensor data analysis technique. Comput. Chem. Eng. 25 (2001) 1313-1339
    • (2001) Comput. Chem. Eng. , vol.25 , pp. 1313-1339
    • Akbaryan, F.1    Bishnoi, P.R.2
  • 12
    • 2342505830 scopus 로고    scopus 로고
    • Fault diagnosis based on Fisher discriminant analysis and support vector machines
    • Chiang L.H., Kotanchek M.E., and Kordon A.K. Fault diagnosis based on Fisher discriminant analysis and support vector machines. Comput. Chem. Eng. 28 (2004) 1389-1401
    • (2004) Comput. Chem. Eng. , vol.28 , pp. 1389-1401
    • Chiang, L.H.1    Kotanchek, M.E.2    Kordon, A.K.3
  • 13
    • 0028784108 scopus 로고
    • Multivariate statistical methods for monitoring continuous processes: assessment of discriminatory power disturbance models and diagnosis of multiple disturbances
    • Raich A.C., and Cinar A. Multivariate statistical methods for monitoring continuous processes: assessment of discriminatory power disturbance models and diagnosis of multiple disturbances. Chem. Intell. Lab. Syst. 30 (1995) 37-48
    • (1995) Chem. Intell. Lab. Syst. , vol.30 , pp. 37-48
    • Raich, A.C.1    Cinar, A.2
  • 14
    • 0031213901 scopus 로고    scopus 로고
    • Classification of environmentally occurring chemicals using structural fragments and PLS discriminant analysis
    • Nouwen J., Lindgren F., Hansen W.K.B., Verharr H.J.M., and Hermens J.L.M. Classification of environmentally occurring chemicals using structural fragments and PLS discriminant analysis. Environ. Sci. Technol. 31 (1997) 2313-2318
    • (1997) Environ. Sci. Technol. , vol.31 , pp. 2313-2318
    • Nouwen, J.1    Lindgren, F.2    Hansen, W.K.B.3    Verharr, H.J.M.4    Hermens, J.L.M.5
  • 15
    • 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., and Braatz R.D. Fault diagnosis in chemical processes using Fisher discriminant analysis, discriminant partial least squares, and principal component analysis. Chem. Intell. Lab. Syst. 50 (2000) 243-252
    • (2000) Chem. Intell. Lab. Syst. , vol.50 , pp. 243-252
    • Chiang, L.H.1    Russell, E.L.2    Braatz, R.D.3
  • 18
    • 33645692373 scopus 로고    scopus 로고
    • Texture classification using hierarchical linear discriminant space
    • Kang Y., Morooka K., and Nagahashi H. Texture classification using hierarchical linear discriminant space. IEICE Trans. Inf. Syst. E88-D (2005) 2380-2388
    • (2005) IEICE Trans. Inf. Syst. , vol.E88-D , pp. 2380-2388
    • Kang, Y.1    Morooka, K.2    Nagahashi, H.3
  • 21
    • 10644278783 scopus 로고    scopus 로고
    • Linear dimensionality reduction using relevance weighted LDA
    • Tang E.K., Suganthan P.N., Yao X., and Qin A.K. Linear dimensionality reduction using relevance weighted LDA. Pattern Recogn. 38 (2005) 485-493
    • (2005) Pattern Recogn. , vol.38 , pp. 485-493
    • Tang, E.K.1    Suganthan, P.N.2    Yao, X.3    Qin, A.K.4
  • 22
    • 0242526839 scopus 로고    scopus 로고
    • Genetic algorithms combined with discriminant analysis for key variable identification
    • Chiang L.H., and Pell R.J. Genetic algorithms combined with discriminant analysis for key variable identification. J. Process Control 14 (2004) 143-155
    • (2004) J. Process Control , vol.14 , pp. 143-155
    • Chiang, L.H.1    Pell, R.J.2
  • 24
    • 14644427213 scopus 로고    scopus 로고
    • A new fault diagnosis method using fault directions in Fisher discriminant analysis
    • He Q.P., Qin S.J., and Wang J. A new fault diagnosis method using fault directions in Fisher discriminant analysis. AIChE J. 51 (2005) 555-571
    • (2005) AIChE J. , vol.51 , pp. 555-571
    • He, Q.P.1    Qin, S.J.2    Wang, J.3
  • 27
    • 33947616780 scopus 로고    scopus 로고
    • DALASS: variable selection in discriminant analysis via the LASSO
    • Trendafilov N.T., and Jolliffe I.J. DALASS: variable selection in discriminant analysis via the LASSO. Comput. Stat. Data Anal. 51 (2007) 3718-3736
    • (2007) Comput. Stat. Data Anal. , vol.51 , pp. 3718-3736
    • Trendafilov, N.T.1    Jolliffe, I.J.2
  • 28
    • 52449132460 scopus 로고    scopus 로고
    • Key variable identification using discriminant analysis
    • Kunming
    • Z.J. Jiang, X.B. He, Y.P. Yang, Key variable identification using discriminant analysis, 27th Chinese Control Conference, vol. 6, Kunming, 2008, pp. 131-134.
    • (2008) 27th Chinese Control Conference , vol.6 , pp. 131-134
    • Jiang, Z.J.1    He, X.B.2    Yang, Y.P.3
  • 29
    • 0026108818 scopus 로고
    • Multivariate statistical monitoring of process operating performance
    • Kresta J.V., MacGregor J.F., and Marlin T.E. Multivariate statistical monitoring of process operating performance. Can. J. Chem. Eng. 69 (1991) 35-47
    • (1991) Can. J. Chem. Eng. , vol.69 , pp. 35-47
    • Kresta, J.V.1    MacGregor, J.F.2    Marlin, T.E.3
  • 31
    • 0027561446 scopus 로고
    • A plant-wide industrial process control problem
    • Downs J.J., and Vogel E.F. A plant-wide industrial process control problem. Comput. Chem. Eng. 17 (1993) 245-255
    • (1993) Comput. Chem. Eng. , vol.17 , pp. 245-255
    • Downs, J.J.1    Vogel, E.F.2
  • 32
    • 0029256836 scopus 로고
    • Plant-wide control of the Tennessee Eastman problem
    • Lyman P.R., and Georgakis C. Plant-wide control of the Tennessee Eastman problem. Comput. Chem. Eng. 19 (1995) 321-331
    • (1995) Comput. Chem. Eng. , vol.19 , pp. 321-331
    • Lyman, P.R.1    Georgakis, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.