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Volumn 90, Issue 1, 2012, Pages 144-152

Sub-stage PCA modelling and monitoring method for uneven-length batch processes

Author keywords

Batch process; Multistage PCA; Online monitoring; Sub stage division; Uneven length data

Indexed keywords

BATCH PROCESS; MULTISTAGE PCA; ONLINE MONITORING; SUB-STAGE DIVISION; UNEVEN-LENGTH DATA;

EID: 84855241421     PISSN: 00084034     EISSN: 1939019X     Source Type: Journal    
DOI: 10.1002/cjce.20524     Document Type: Article
Times cited : (18)

References (16)
  • 1
    • 0030397301 scopus 로고    scopus 로고
    • Process Control Utilizing Data Based Multivariate Statistical Models
    • Chen, G. and T. J. McAvoy, " Process Control Utilizing Data Based Multivariate Statistical Models, " Can. J. Chem. Eng. 74, 1010-1024 (1996).
    • (1996) Can. J. Chem. Eng. , vol.74 , pp. 1010-1024
    • Chen, G.1    McAvoy, T.J.2
  • 2
    • 11144325691 scopus 로고
    • Partial Least Squares Regression: A Tutorial
    • Geladi, P. and B. R. Kowalshi, " Partial Least Squares Regression: A Tutorial, " Anal. Chim. Acta 185(1), 1-17 (1986).
    • (1986) Anal. Chim. Acta , vol.185 , Issue.1 , pp. 1-17
    • Geladi, P.1    Kowalshi, B.R.2
  • 3
    • 85162676194 scopus 로고
    • PLS Regression Methods
    • Hoskuldsson, A., " PLS Regression Methods, " J. Chemometr. 2(3), 211-228 (1988).
    • (1988) J. Chemometr. , vol.2 , Issue.3 , pp. 211-228
    • Hoskuldsson, A.1
  • 5
    • 0026792207 scopus 로고
    • Chemometric Methods for Process Monitoring and High-Performance Controller Design
    • Kaspar, M. H. and W. H. Ray, " Chemometric Methods for Process Monitoring and High-Performance Controller Design, " AIChE J. 38, 1593-1607 (1992).
    • (1992) AIChE J. , vol.38 , pp. 1593-1607
    • Kaspar, M.H.1    Ray, W.H.2
  • 6
    • 0028905904 scopus 로고
    • Process Analysis, Monitoring and Diagnosis, Using Multivariate Projection Methods
    • Kourti, T. and J. F. MacGregor, " Process Analysis, Monitoring and Diagnosis, Using Multivariate Projection Methods, " Chemometr. Intell. Lab. Syst. 28(19), 3-21 (1995).
    • (1995) Chemometr. Intell. Lab. Syst. , vol.28 , Issue.19 , pp. 3-21
    • Kourti, T.1    MacGregor, J.F.2
  • 7
    • 1042268071 scopus 로고    scopus 로고
    • A Sub-PCA Modelling and On-Line Monitoring Strategy for Batch Processes
    • Lu, N. Y., F. R. Gao and F. L. Wang, " A Sub-PCA Modelling and On-Line Monitoring Strategy for Batch Processes, " AIChE J. 50(1), 255-259 (2004a).
    • (2004) AIChE J. , vol.50 , Issue.1 , pp. 255-259
    • Lu, N.Y.1    Gao, F.R.2    Wang, F.L.3
  • 8
    • 2942672193 scopus 로고    scopus 로고
    • PCA-Based Modelling and On-Line Monitoring Strategy for Uneven-Length Batch Processes
    • Lu, N. Y., F. R. Gao, Y. Yang and G. L. Wang, " PCA-Based Modelling and On-Line Monitoring Strategy for Uneven-Length Batch Processes, " Ind. Eng. Chem. Res. 43(13), 3343-3352 (2004b).
    • (2004) Ind. Eng. Chem. Res. , vol.43 , Issue.13 , pp. 3343-3352
    • Lu, N.Y.1    Gao, F.R.2    Yang, Y.3    Wang, G.L.4
  • 9
    • 33745739774 scopus 로고    scopus 로고
    • Statistical Modelling and Online Monitoring for Batch Process
    • Lu, N.-Y., F.-L. Wang, F.-R. Gao and S. Wang, " Statistical Modelling and Online Monitoring for Batch Process, " Acta Automat. Sin. 32(3), 400-410 (2006).
    • (2006) Acta Automat. Sin. , vol.32 , Issue.3 , pp. 400-410
    • Lu, N.-Y.1    Wang, F.-L.2    Gao, F.-R.3    Wang, S.4
  • 10
    • 0028483476 scopus 로고
    • Monitoring Batch Processes Using Multi-Way Principal Component Analysis
    • Nomikos, P. and J. F. MacGregor, " Monitoring Batch Processes Using Multi-Way Principal Component Analysis, " AIChE J. 40(8), 1361-1375 (1994).
    • (1994) AIChE J. , vol.40 , Issue.8 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 11
    • 0028825273 scopus 로고
    • Multi-Way Partial Least Squares in Monitoring Batch Processes
    • Nomikos, P. and J. F. MacGregor, " Multi-Way Partial Least Squares in Monitoring Batch Processes, " Chemometr. Intell. Lab. Syst. 30(1), 97-108 (1995).
    • (1995) Chemometr. Intell. Lab. Syst. , vol.30 , Issue.1 , pp. 97-108
    • Nomikos, P.1    MacGregor, J.F.2
  • 14
    • 0000609488 scopus 로고    scopus 로고
    • Comparing alternative approaches for multivariate statistical analysis of batch process data
    • Westerhuis, J. A., T. Kourti and J. F. MacGregor, " Comparing alternative approaches for multivariate statistical analysis of batch process data, " J. Chemometr. 13, 397-413 (1999).
    • (1999) J. Chemometr. , vol.13 , pp. 397-413
    • Westerhuis, J.A.1    Kourti, T.2    MacGregor, J.F.3
  • 15
    • 0027629412 scopus 로고
    • Rival Penalised Competitive Learning for Clustering Analysis, RBF Net and Curve Detection
    • Xu, L., A. Krzyzak and E. Oja, " Rival Penalised Competitive Learning for Clustering Analysis, RBF Net and Curve Detection, " IEEE Trans. Neural Netw. 4(4), 636-649 (1993).
    • (1993) IEEE Trans. Neural Netw. , vol.4 , Issue.4 , pp. 636-649
    • Xu, L.1    Krzyzak, A.2    Oja, E.3
  • 16
    • 35148823629 scopus 로고    scopus 로고
    • Stage-Based Soft-Transition Multiple PCA Modelling and On-Line Monitoring Strategy for Batch Processes
    • Zhao, C., F. Wang, N. Lu and M. Jia, " Stage-Based Soft-Transition Multiple PCA Modelling and On-Line Monitoring Strategy for Batch Processes, " J. Process Control 17(9), 728-741 (2007).
    • (2007) J. Process Control , vol.17 , Issue.9 , pp. 728-741
    • Zhao, C.1    Wang, F.2    Lu, N.3    Jia, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.