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Volumn 41, Issue 1, 2008, Pages 25-31

Fault detection in chemical processes using discriminant analysis and control chart

Author keywords

Control charts; Fault detection; Fisher discriminant analysis; Process monitoring

Indexed keywords

DISCRIMINANT ANALYSIS; PROCESS CONTROL; PROCESS MONITORING;

EID: 40249098835     PISSN: 00219592     EISSN: None     Source Type: Journal    
DOI: 10.1252/jcej.07WE088     Document Type: Article
Times cited : (15)

References (33)
  • 1
    • 0032118892 scopus 로고    scopus 로고
    • Multiscale PCA with Application to Multivariate Statistical Process Monitoring
    • Bakshi, B. R.; "Multiscale PCA with Application to Multivariate Statistical Process Monitoring," AIChE J., 44, 1596-1610 (1998)
    • (1998) AIChE J , vol.44 , pp. 1596-1610
    • Bakshi, B.R.1
  • 2
    • 0032362902 scopus 로고    scopus 로고
    • Max-Chart: Combining X-Bar Chart and S Chart
    • Chen, G. and S. W. Cheng; "Max-Chart: Combining X-Bar Chart and S Chart," Statistica Sinica, 8, 263-271 (1998)
    • (1998) Statistica Sinica , vol.8 , pp. 263-271
    • Chen, G.1    Cheng, S.W.2
  • 3
    • 2542538678 scopus 로고    scopus 로고
    • Monitoring Process Mean and Variability with One EWMA Chart
    • Chen, G., S. W. Cheng and H. Xie; "Monitoring Process Mean and Variability with One EWMA Chart," J. Qual. Technol., 33, 223-233 (2001)
    • (2001) J. Qual. Technol , vol.33 , pp. 223-233
    • Chen, G.1    Cheng, S.W.2    Xie, H.3
  • 4
    • 33750709438 scopus 로고    scopus 로고
    • A New EWMA Control Chart for Monitoring both Location and Dispersion
    • Chen, G., S. W. Cheng and H. Xie; "A New EWMA Control Chart for Monitoring both Location and Dispersion," Quality Technol. Quant. Manag., 1, 217-231 (2004)
    • (2004) Quality Technol. Quant. Manag , vol.1 , pp. 217-231
    • Chen, G.1    Cheng, S.W.2    Xie, H.3
  • 5
    • 0037039540 scopus 로고    scopus 로고
    • Online Batch Process Monitoring Using Dynamic PCA and Dynamic PLS Models
    • Chen, J. and K.-C. Liu; "Online Batch Process Monitoring Using Dynamic PCA and Dynamic PLS Models," Chem. Eng. Sci., 57, 63-75 (2002)
    • (2002) Chem. Eng. Sci , vol.57 , pp. 63-75
    • Chen, J.1    Liu, K.-C.2
  • 6
    • 33750713630 scopus 로고    scopus 로고
    • Single Variables Control Charts: An Overview
    • Cheng, S. W. and K. Thaga; "Single Variables Control Charts: An Overview," Qual. Reliab. Eng. Int., 22, 811-820 (2006)
    • (2006) Qual. Reliab. Eng. Int , vol.22 , pp. 811-820
    • Cheng, S.W.1    Thaga, K.2
  • 7
    • 0242526839 scopus 로고    scopus 로고
    • Genetic Algorithms Combined with Discriminant Analysis for Key Variable Identification
    • Chiang, L. H. and R. J. Pell; "Genetic Algorithms Combined with Discriminant Analysis for Key Variable Identification," J. Process Control, 14, 143-155 (2004)
    • (2004) J. Process Control , vol.14 , pp. 143-155
    • Chiang, L.H.1    Pell, R.J.2
  • 8
    • 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., E. L. Russell and R. D. Braatz; "Fault Diagnosis in Chemical Processes Using Fisher Discriminant Analysis, Discriminant Partial Least Squares, and Principal Component Analysis," Chemom. Intell. Lab. Syst., 50, 243-252 (2000)
    • (2000) Chemom. Intell. Lab. Syst , vol.50 , pp. 243-252
    • Chiang, L.H.1    Russell, E.L.2    Braatz, R.D.3
  • 9
    • 10244238854 scopus 로고    scopus 로고
    • Fault Identification for Process Monitoring Using Kernel Principal Component Analysis
    • Cho, J.-H., J.-M. Lee, S. W. Choi, D. Lee and I.-B. Lee; "Fault Identification for Process Monitoring Using Kernel Principal Component Analysis," Chem. Eng. Sci., 60, 279-288 (2005)
    • (2005) Chem. Eng. Sci , vol.60 , pp. 279-288
    • Cho, J.-H.1    Lee, J.-M.2    Choi, S.W.3    Lee, D.4    Lee, I.-B.5
  • 10
    • 0024062307 scopus 로고
    • Multivariate Generalizations of Cumulative Sum Quality-Control Schemes
    • Crosier, R. B.; "Multivariate Generalizations of Cumulative Sum Quality-Control Schemes," Technometrics, 30, 291-303 (1988)
    • (1988) Technometrics , vol.30 , pp. 291-303
    • Crosier, R.B.1
  • 11
    • 0027561446 scopus 로고
    • A Plant-Wide Industrial Process Control Problem
    • Downs, J. J. and E. F. Vogel; "A Plant-Wide Industrial Process Control Problem," Comput. Chem. Eng., 17, 245-255 (1993)
    • (1993) Comput. Chem. Eng , vol.17 , pp. 245-255
    • Downs, J.J.1    Vogel, E.F.2
  • 12
    • 0042546023 scopus 로고    scopus 로고
    • Joint Monitoring of Process Mean and Variance
    • Gan, F. F.; "Joint Monitoring of Process Mean and Variance," Nonlinear Anal., 30, 4017-4024 (1997)
    • (1997) Nonlinear Anal , vol.30 , pp. 4017-4024
    • Gan, F.F.1
  • 13
    • 14644427213 scopus 로고    scopus 로고
    • A New Fault Diagnosis Method Using Fault Directions in Fisher Discriminant Analysis
    • He, Q. P., S. J. Qin and J. Wang; "A New Fault Diagnosis Method Using Fault Directions in Fisher Discriminant Analysis," AIChE J., 51, 555-571 (2005)
    • (2005) AIChE J , vol.51 , pp. 555-571
    • He, Q.P.1    Qin, S.J.2    Wang, J.3
  • 14
    • 0002199780 scopus 로고
    • Multivariate Quality Control
    • C. Eisenhart, M. W. Hastay and W. A. Wallis eds, pp, McGraw-Hill, New York, U.S.A
    • Hotelling, H.; "Multivariate Quality Control," Techniques of Statistical Analysis, C. Eisenhart, M. W. Hastay and W. A. Wallis eds., pp. 111-184, McGraw-Hill, New York, U.S.A. (1947)
    • (1947) Techniques of Statistical Analysis , pp. 111-184
    • Hotelling, H.1
  • 15
    • 0026108818 scopus 로고
    • Multivariate Statistical Monitoring of Process Operating Performance
    • Kresta, J. V., J. F. MacGregor and T. E. Marlin; "Multivariate Statistical Monitoring of Process Operating Performance," Can. J. Chem. Eng., 69, 35-47 (1991)
    • (1991) Can. J. Chem. Eng , vol.69 , pp. 35-47
    • Kresta, J.V.1    MacGregor, J.F.2    Marlin, T.E.3
  • 16
    • 0028892168 scopus 로고
    • Disturbance Detection and Isolation by Dynamic Principal Component Analysis
    • Ku, W., R. H. Storer and C. Georgakis; "Disturbance Detection and Isolation by Dynamic Principal Component Analysis," Chemom. Intell. Lab. Syst., 30, 179-196 (1995)
    • (1995) Chemom. Intell. Lab. Syst , vol.30 , pp. 179-196
    • Ku, W.1    Storer, R.H.2    Georgakis, C.3
  • 17
    • 0346911568 scopus 로고    scopus 로고
    • Nonlinear Process Monitoring Using Kernel Principal Component Analysis
    • Lee, J.-M., C. K. Yoo, S. W. Choi, P. A. Vanrolleghem and I. B. Lee; "Nonlinear Process Monitoring Using Kernel Principal Component Analysis," Chem. Eng. Sci., 59, 223-234 (2004)
    • (2004) Chem. Eng. Sci , vol.59 , pp. 223-234
    • Lee, J.-M.1    Yoo, C.K.2    Choi, S.W.3    Vanrolleghem, P.A.4    Lee, I.B.5
  • 19
    • 77955331694 scopus 로고
    • A Multivariate Exponentially Weighted Moving Average Control Chart
    • Lowry, C. A., W. H. Woodall, C. W. Champ and S. E. Rigdon; "A Multivariate Exponentially Weighted Moving Average Control Chart," Technometrics, 34, 46-53 (1992)
    • (1992) Technometrics , vol.34 , pp. 46-53
    • Lowry, C.A.1    Woodall, W.H.2    Champ, C.W.3    Rigdon, S.E.4
  • 20
    • 0028431355 scopus 로고
    • Base Control for the Tennessee Eastman Problem
    • McAvoy, T. J. and N. Ye; "Base Control for the Tennessee Eastman Problem," Comput. Chem. Eng., 18, 383-413 (1994)
    • (1994) Comput. Chem. Eng , vol.18 , pp. 383-413
    • McAvoy, T.J.1    Ye, N.2
  • 21
    • 0001606671 scopus 로고    scopus 로고
    • Contribution Plots: A Missing Link in Multivariate Quality Control
    • Miller, P., R. E. Swanson and C. F. Heckler; "Contribution Plots: A Missing Link in Multivariate Quality Control," Appl. Math. Comput. Sci., 8, 775-792 (1998)
    • (1998) Appl. Math. Comput. Sci , vol.8 , pp. 775-792
    • Miller, P.1    Swanson, R.E.2    Heckler, C.F.3
  • 22
    • 0028483476 scopus 로고
    • Monitoring Batch Processes Using Multiway Principal Component Analysis
    • Nomikos, P. and J. MacGregor; "Monitoring Batch Processes Using Multiway Principal Component Analysis," AIChE J., 40, 1361-1375 (1994)
    • (1994) AIChE J , vol.40 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.2
  • 23
    • 0002916530 scopus 로고
    • Continuous Inspection Schemes
    • Page, E. S.; "Continuous Inspection Schemes," Biometrika, 41, 100-115 (1954)
    • (1954) Biometrika , vol.41 , pp. 100-115
    • Page, E.S.1
  • 24
    • 0001332840 scopus 로고
    • Comparisons of Multivariate CUSUM Charts
    • Pignatiello, J. J., Jr. and G. C. Runger; "Comparisons of Multivariate CUSUM Charts," J. Qual. Technol., 22, 173-186 (1990)
    • (1990) J. Qual. Technol , vol.22 , pp. 173-186
    • Pignatiello Jr., J.J.1    Runger, G.C.2
  • 25
    • 0242354134 scopus 로고    scopus 로고
    • Statistical Process Monitoring: Basics and Beyond
    • Qin, S. J.; "Statistical Process Monitoring: Basics and Beyond," J. Chemom., 17, 480-502 (2003)
    • (2003) J. Chemom , vol.17 , pp. 480-502
    • Qin, S.J.1
  • 26
    • 84946637626 scopus 로고
    • Control-Charts-Tests Based on Geometric Moving Averages
    • Roberts, S. W.; "Control-Charts-Tests Based on Geometric Moving Averages," Technometrics, 1, 239-250 (1959)
    • (1959) Technometrics , vol.1 , pp. 239-250
    • Roberts, S.W.1
  • 27
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    • Schölkopf, B., A. J. Smola and K.-R. Müller; "Nonlinear Component Analysis as a Kernel Eigenvalue Problem," Neural Computation, 10, 1299-1399 (1998)
    • (1998) Neural Computation , vol.10 , pp. 1299-1399
    • Schölkopf, B.1    Smola, A.J.2    Müller, K.-R.3
  • 29
    • 40249085512 scopus 로고    scopus 로고
    • Smith, G. M.; Statistical Process Control and Quality Improvement, 4th ed., Prentice Hall, Uppel Saddle River, U.S.A. (2001)
    • Smith, G. M.; Statistical Process Control and Quality Improvement, 4th ed., Prentice Hall, Uppel Saddle River, U.S.A. (2001)
  • 30
    • 0032361924 scopus 로고    scopus 로고
    • An Alternate Variables Control Chart: The Univariate and Multivariate Case
    • Spiring, F. A. and S. W. Cheng; "An Alternate Variables Control Chart: The Univariate and Multivariate Case," Statistica Sinica, 8, 273-287 (1998)
    • (1998) Statistica Sinica , vol.8 , pp. 273-287
    • Spiring, F.A.1    Cheng, S.W.2
  • 32
    • 22344456074 scopus 로고    scopus 로고
    • Robust Multi-Scale Principal Components Analysis with Applications to Process Monitoring
    • Wang, D. and J. A. Romagnoli; "Robust Multi-Scale Principal Components Analysis with Applications to Process Monitoring," J. Process Control, 15, 869-882 (2005)
    • (2005) J. Process Control , vol.15 , pp. 869-882
    • Wang, D.1    Romagnoli, J.A.2
  • 33
    • 2942624537 scopus 로고    scopus 로고
    • Ph.D. Thesis, University of Manitoba, Winnipeg, Canada
    • Xie, H.; Contributions to Qualimetry, Ph.D. Thesis, University of Manitoba, Winnipeg, Canada (1999)
    • (1999) Contributions to Qualimetry
    • Xie, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.