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Volumn 52, Issue 29, 2013, Pages 9879-9888

Soft-transition sub-PCA fault monitoring of batch processes

Author keywords

[No Author keywords available]

Indexed keywords

MISCLASSIFICATIONS; MODEL DIFFERENCES; MULTI-STAGE BATCH PROCESS; MULTIWAY PRINCIPAL COMPONENT ANALYSIS; PENICILLIN FERMENTATION PROCESS; SUB-STAGE DIVISIONS; SUPPORT VECTOR DATA DESCRIPTION; TRANSITION STAGE;

EID: 84880868900     PISSN: 08885885     EISSN: 15205045     Source Type: Journal    
DOI: 10.1021/ie3031983     Document Type: Article
Times cited : (25)

References (23)
  • 1
    • 11144325691 scopus 로고
    • Partial least-squares regression: A tutorial
    • Geladi, P.; Kowalski, B. R. Partial least-squares regression: a tutorial Anal. Chim. Acta 1986, 185, 1
    • (1986) Anal. Chim. Acta , vol.185 , pp. 1
    • Geladi, P.1    Kowalski, B.R.2
  • 2
    • 0028483476 scopus 로고
    • Monitoring batch processes using multiway principal component analysis
    • Nomikos, P.; MacCregor, J. F. Monitoring batch processes using multiway principal component analysis AIChE J. 1994, 40, 1361
    • (1994) AIChE J. , vol.40 , pp. 1361
    • Nomikos, P.1    MacCregor, J.F.2
  • 3
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring batch processes
    • Nomikos, P.; MacCregor, J. F. Multivariate SPC charts for monitoring batch processes Technometrics. 1995, 37, 41
    • (1995) Technometrics. , vol.37 , pp. 41
    • Nomikos, P.1    MacCregor, J.F.2
  • 4
    • 0028825273 scopus 로고
    • Multi-way partial least squares in monitoring batch processes
    • Nomikos, P.; MacCregor, J. F. Multi-way partial least squares in monitoring batch processes Chemom. Intell. Lab. Syst. 1995, 30, 97
    • (1995) Chemom. Intell. Lab. Syst. , vol.30 , pp. 97
    • Nomikos, P.1    MacCregor, J.F.2
  • 5
    • 70449094646 scopus 로고    scopus 로고
    • A survey on multistage/multiphase statistical modeling methods for batch processes
    • Yao, Y.; Gao, F. R. A survey on multistage/multiphase statistical modeling methods for batch processes Annu. Rev. Control. 2009, 33, 172
    • (2009) Annu. Rev. Control. , vol.33 , pp. 172
    • Yao, Y.1    Gao, F.R.2
  • 6
    • 0030211997 scopus 로고    scopus 로고
    • Batch tracking via nonlinear principal component analysis
    • Dong, D.; McAvoy, T. J. Batch tracking via nonlinear principal component analysis AIChE J. 1996, 42, 2199
    • (1996) AIChE J. , vol.42 , pp. 2199
    • Dong, D.1    McAvoy, T.J.2
  • 7
    • 34250887501 scopus 로고    scopus 로고
    • Multivariate statistical analysis of a multistep industrial processes
    • Reinikainen, S. P.; Hoskuldsson, A. Multivariate statistical analysis of a multistep industrial processes Anal. Chim. Acta 2007, 595, 248
    • (2007) Anal. Chim. Acta , vol.595 , pp. 248
    • Reinikainen, S.P.1    Hoskuldsson, A.2
  • 8
    • 0037411801 scopus 로고    scopus 로고
    • Phase-based supervisory control for fermentation process development
    • Muthuswamy, K.; Srinivasan, R. Phase-based supervisory control for fermentation process development J. Process Control 2003, 13, 367
    • (2003) J. Process Control , vol.13 , pp. 367
    • Muthuswamy, K.1    Srinivasan, R.2
  • 9
    • 0036805179 scopus 로고    scopus 로고
    • Statistical monitoring of multistage, multiphase batch processes
    • Undey, C.; Cinar, A. Statistical monitoring of multistage, multiphase batch processes IEEE Control Syst. Mag. 2002, 22, 40
    • (2002) IEEE Control Syst. Mag. , vol.22 , pp. 40
    • Undey, C.1    Cinar, A.2
  • 10
    • 35648993555 scopus 로고    scopus 로고
    • Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control
    • Doan, X. T.; Srinivasan, R. Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control Comput. Chem. Eng. 2008, 32, 230
    • (2008) Comput. Chem. Eng. , vol.32 , pp. 230
    • Doan, X.T.1    Srinivasan, R.2
  • 11
    • 0000080198 scopus 로고    scopus 로고
    • Improved process understanding using multiway principal component analysis
    • Kosanovich, K. A.; Dahl, K. S.; Piovoso, M. J. Improved process understanding using multiway principal component analysis Ind.l Eng. Chem. Res. 1996, 35, 138
    • (1996) Ind.L Eng. Chem. Res. , vol.35 , pp. 138
    • Kosanovich, K.A.1    Dahl, K.S.2    Piovoso, M.J.3
  • 12
    • 33645311553 scopus 로고    scopus 로고
    • Multi-phase principal component analysis for batch processes modeling
    • Camacho, J.; Pico, J. Multi-phase principal component analysis for batch processes modeling Chemom. Intell. Lab. Syst. 2006, 81, 127
    • (2006) Chemom. Intell. Lab. Syst. , vol.81 , pp. 127
    • Camacho, J.1    Pico, J.2
  • 13
    • 57149098240 scopus 로고    scopus 로고
    • Multi-phase analysis framework for handling batch process data
    • Camacho, J.; Pico, J.; Ferrer, A. Multi-phase analysis framework for handling batch process data J. Chemom. 2008, 22, 632
    • (2008) J. Chemom. , vol.22 , pp. 632
    • Camacho, J.1    Pico, J.2    Ferrer, A.3
  • 14
    • 1042268071 scopus 로고    scopus 로고
    • Sub-PCA modeling and on-line monitoring strategy for batch processes
    • Lu, N.; Gao, F. R.; Wang, F. L. Sub-PCA modeling and on-line monitoring strategy for batch processes AIChE J. 2004, 50, 255
    • (2004) AIChE J. , vol.50 , pp. 255
    • Lu, N.1    Gao, F.R.2    Wang, F.L.3
  • 15
    • 64849096132 scopus 로고    scopus 로고
    • Phase and transition based batch process modeling and online monitoring
    • Yao, Y.; Gao, F. R. Phase and transition based batch process modeling and online monitoring J. Process Control 2009, 19, 816
    • (2009) J. Process Control , vol.19 , pp. 816
    • Yao, Y.1    Gao, F.R.2
  • 16
    • 35148823629 scopus 로고    scopus 로고
    • Stage-based soft-transition multiple PCA modeling and on-line monitoring strategy for batch processes
    • Zhao, C. H.; Wang, F. L.; Lu, N. Y.; Jia, M. X. Stage-based soft-transition multiple PCA modeling and on-line monitoring strategy for batch processes J. Process Control 2007, 17, 728
    • (2007) J. Process Control , vol.17 , pp. 728
    • Zhao, C.H.1    Wang, F.L.2    Lu, N.Y.3    Jia, M.X.4
  • 17
    • 0000609488 scopus 로고    scopus 로고
    • Comparing alternative approaches for multivariate statistical analysis of batch process data
    • Westerhuis, J. A.; Kourti, T.; Macgregor, J. F. Comparing alternative approaches for multivariate statistical analysis of batch process data J. Chemom. 1999, 13, 397
    • (1999) J. Chemom. , vol.13 , pp. 397
    • Westerhuis, J.A.1    Kourti, T.2    MacGregor, J.F.3
  • 18
    • 0032517828 scopus 로고    scopus 로고
    • Modelling and diagnosis of batch processes and analogous kinetic experiments
    • Wold, S.; Kettaneh, N.; Friden, H.; Holmberg, A. Modelling and diagnosis of batch processes and analogous kinetic experiments Chemom. Intell. Lab. Syst. 1998, 44, 331
    • (1998) Chemom. Intell. Lab. Syst. , vol.44 , pp. 331
    • Wold, S.1    Kettaneh, N.2    Friden, H.3    Holmberg, A.4
  • 19
    • 0036685755 scopus 로고    scopus 로고
    • Dealing with missing data in MSPC: Several methods, different interpretations, some examples
    • Arteaga, F.; Ferrer, A. Dealing with missing data in MSPC: several methods, different interpretations, some examples J. Chemom. 2002, 16, 408
    • (2002) J. Chemom. , vol.16 , pp. 408
    • Arteaga, F.1    Ferrer, A.2
  • 20
    • 0032045464 scopus 로고    scopus 로고
    • Synchronization of batch trajectories using dynamic time warping
    • Kassida, A.; MacGregor, J. F.; Taylor, P. A. Synchronization of batch trajectories using dynamic time warping Am. Inst. Chem. Eng. J. 1998, 44, 864
    • (1998) Am. Inst. Chem. Eng. J. , vol.44 , pp. 864
    • Kassida, A.1    MacGregor, J.F.2    Taylor, P.A.3
  • 22
    • 0942266514 scopus 로고    scopus 로고
    • Support vector data description
    • Tax, D. M. J.; Duin, R. P. W. Support vector data description Mach. Learn. 2004, 54, 45
    • (2004) Mach. Learn. , vol.54 , pp. 45
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 23
    • 0037110983 scopus 로고    scopus 로고
    • A modular simulation package for fed-batch fermentation: Penicillin production
    • Birol, G.; Undey, C.; Cinar, A. A modular simulation package for fed-batch fermentation: penicillin production Comput. Chem. Eng. 2002, 26, 1553
    • (2002) Comput. Chem. Eng. , vol.26 , pp. 1553
    • Birol, G.1    Undey, C.2    Cinar, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.