메뉴 건너뛰기




Volumn 22, Issue 3, 2012, Pages 599-611

Utilizing transition information in online quality prediction of multiphase batch processes

Author keywords

Local modeling strategy; Multiphase batch process; Quality prediction; Repeatability factor; Transition

Indexed keywords

BATCH PROCESS; LOCAL MODELING; QUALITY PREDICTION; REPEATABILITY FACTOR; TRANSITION;

EID: 84863412240     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2012.01.004     Document Type: Article
Times cited : (53)

References (28)
  • 1
    • 0028483476 scopus 로고
    • Monitoring batch processes using multiway principal component analysis
    • P. Nomikos, and J.F. MacGregor Monitoring batch processes using multiway principal component analysis AIChE J. 44 1994 1361 1375
    • (1994) AIChE J. , vol.44 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 2
    • 0028825273 scopus 로고
    • Multi-way partial least square in monitoring batch processes
    • P. Nomikos, and J.F. MacGregor Multi-way partial least square in monitoring batch processes Chem. Intel. Lab. Syst. 30 1995 97 108
    • (1995) Chem. Intel. Lab. Syst. , vol.30 , pp. 97-108
    • Nomikos, P.1    MacGregor, J.F.2
  • 3
    • 0036805179 scopus 로고    scopus 로고
    • Statistical monitoring of multistage, multiphase batch processes
    • DOI 10.1109/MCS.2002.1035216
    • C. Undey, and A. Cinar Statistical monitoring of multistage, multiphase batch processes IEEE Control Syst. Mag. 22 2002 40 52 (Pubitemid 35298308)
    • (2002) IEEE Control Systems Magazine , vol.22 , Issue.5 , pp. 40-52
    • Undey, C.1    Cinar, A.2
  • 4
    • 1042268071 scopus 로고    scopus 로고
    • A sub-PCA modeling and online monitoring strategy for batch processes
    • N.Y. Lu, F.R. Gao, and F.L. Wang A sub-PCA modeling and online monitoring strategy for batch processes AIChE J. 50 2004 255 259
    • (2004) AIChE J. , vol.50 , pp. 255-259
    • Lu, N.Y.1    Gao, F.R.2    Wang, F.L.3
  • 5
    • 19844382757 scopus 로고    scopus 로고
    • Stage-based process analysis and quality prediction for batch processes
    • N.Y. Lu, and F.R. Gao Stage-based process analysis and quality prediction for batch processes Ind. Eng. Chem. Res. 44 2005 3547 3555
    • (2005) Ind. Eng. Chem. Res. , vol.44 , pp. 3547-3555
    • Lu, N.Y.1    Gao, F.R.2
  • 6
    • 70449094646 scopus 로고    scopus 로고
    • A survey on multistage/multiphase statistical modeling methods for batch processes
    • Y. Yao, and F.R. Gao A survey on multistage/multiphase statistical modeling methods for batch processes Ann. Rev. Control 33 2009 172 183
    • (2009) Ann. Rev. Control , vol.33 , pp. 172-183
    • Yao, Y.1    Gao, F.R.2
  • 7
    • 0000736392 scopus 로고    scopus 로고
    • Analysis of multiblock and hierarchical PCA and PLS models
    • J.A. Westerhuis, T. Kourti, and J.F. MacGregor Analysis of multiblock and hierarchical PCA and PLS models J. Chemom. 12 1998 301 321 (Pubitemid 128480027)
    • (1998) Journal of Chemometrics , vol.12 , Issue.5 , pp. 301-321
    • Westerhuis, J.A.1    Kourti, T.2    Macgregor, J.F.3
  • 8
    • 0042318557 scopus 로고    scopus 로고
    • A framework for sequential multiblock component methods
    • A.K. Smilde, J.A. Westerhuis, and Sijmen de Jong A framework for sequential multiblock component methods J. Chemom. 17 2003 323 337
    • (2003) J. Chemom. , vol.17 , pp. 323-337
    • Smilde, A.K.1    Westerhuis, J.A.2    De Jong, S.3
  • 9
    • 10444237307 scopus 로고    scopus 로고
    • Multiblock PLS-based localized process diagnosis
    • S.W. Choi, and I.B. Lee Multiblock PLS-based localized process diagnosis J. Process Control 15 2005 295 306
    • (2005) J. Process Control , vol.15 , pp. 295-306
    • Choi, S.W.1    Lee, I.B.2
  • 10
    • 0037411801 scopus 로고    scopus 로고
    • Phase-based supervisory control for fermentation process development
    • K. Muthuswamy, and R. Srinivasan Phase-based supervisory control for fermentation process development J. Process Control 13 2003 367 382
    • (2003) J. Process Control , vol.13 , pp. 367-382
    • Muthuswamy, K.1    Srinivasan, R.2
  • 11
    • 53649095499 scopus 로고    scopus 로고
    • Fault detection and classification for a two-stage batch process
    • J. Liu, and D.S.H. Wang Fault detection and classification for a two-stage batch process J. Chemom. 22 2008 385 398
    • (2008) J. Chemom. , vol.22 , pp. 385-398
    • Liu, J.1    Wang, D.S.H.2
  • 12
    • 57149098240 scopus 로고    scopus 로고
    • Multi-phase analysis framework for handling batch process data
    • J. Camacho, J. Pico, and A. Ferrer Multi-phase analysis framework for handling batch process data J. Chemom. 22 2008 632 643
    • (2008) J. Chemom. , vol.22 , pp. 632-643
    • Camacho, J.1    Pico, J.2    Ferrer, A.3
  • 13
    • 42149134815 scopus 로고    scopus 로고
    • Quality prediction based on phase-specific average trajectory for batch processes
    • C.H. Zhao, F.L. Wang, Z.Z. Mao, N.Y. Lu, and M.X. Jia Quality prediction based on phase-specific average trajectory for batch processes AIChE J. 54 2008 693 705
    • (2008) AIChE J. , vol.54 , pp. 693-705
    • Zhao, C.H.1    Wang, F.L.2    Mao, Z.Z.3    Lu, N.Y.4    Jia, M.X.5
  • 14
    • 70349329819 scopus 로고    scopus 로고
    • Multiway Gaussian mixture model based multiphase batch process monitoring
    • J. Yu, and S.J. Qin Multiway Gaussian mixture model based multiphase batch process monitoring Ind. Eng. Chem. Res. 48 2009 8585 8594
    • (2009) Ind. Eng. Chem. Res. , vol.48 , pp. 8585-8594
    • Yu, J.1    Qin, S.J.2
  • 15
    • 75249088043 scopus 로고    scopus 로고
    • Phase-based joint modeling and spectroscopy analysis for batch processes monitoring
    • C.H. Zhao, F.R. Gao, and F.L. Wang Phase-based joint modeling and spectroscopy analysis for batch processes monitoring Ind. Eng. Chem. Res. 49 2010 669 681
    • (2010) Ind. Eng. Chem. Res. , vol.49 , pp. 669-681
    • Zhao, C.H.1    Gao, F.R.2    Wang, F.L.3
  • 16
    • 34250887501 scopus 로고    scopus 로고
    • Multivariate statistical analysis of a multi-step industrial processes
    • DOI 10.1016/j.aca.2007.02.019, PII S0003267007003170
    • S.P. Reinikainen, and A. Hoskuldsson Multivariate statistical analysis of a multi-step industrial process Anal. Chim. Acta 595 2007 248 256 (Pubitemid 46990295)
    • (2007) Analytica Chimica Acta , vol.595 , Issue.1-2 SPEC. ISS. , pp. 248-256
    • Reinikainen, S.-P.1    Hoskuldsson, A.2
  • 17
    • 70349384307 scopus 로고    scopus 로고
    • Multivariate statistical estimation of product quality in the industrial batch production of a resin
    • P. Facco, M. Olivi, C. Rebuscini, F. Bezzo, and M. Barolo Multivariate statistical estimation of product quality in the industrial batch production of a resin Dycops 2 2007 93 98
    • (2007) Dycops , vol.2 , pp. 93-98
    • Facco, P.1    Olivi, M.2    Rebuscini, C.3    Bezzo, F.4    Barolo, M.5
  • 18
    • 35648993555 scopus 로고    scopus 로고
    • Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control
    • DOI 10.1016/j.compchemeng.2007.05.010, PII S009813540700141X, Process Systems Engineering: Contributions on the State-of-the-Art Selected extended Papers from ESCAPE '16/PSE 2006.
    • X.T. Doan, and R. Srinivasan Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control Comput. Chem. Eng. 32 2008 230 243 (Pubitemid 350019491)
    • (2008) Computers and Chemical Engineering , vol.32 , Issue.1-2 , pp. 230-243
    • Doan, X.-T.1    Srinivasan, R.2
  • 19
    • 35148823629 scopus 로고    scopus 로고
    • Stage-based soft-trainsition multiple PCA modeling
    • C.H. Zhao, F.L. Wang, N.Y. Lu, and M.X. Jia Stage-based soft-trainsition multiple PCA modeling J. Process Control 17 2007 728 741
    • (2007) J. Process Control , vol.17 , pp. 728-741
    • Zhao, C.H.1    Wang, F.L.2    Lu, N.Y.3    Jia, M.X.4
  • 20
    • 64849096132 scopus 로고    scopus 로고
    • Phase and transition based batch process modeling and online monitoring
    • Y. Yao, and F.R. Gao Phase and transition based batch process modeling and online monitoring J. Process Control 19 2009 816 826
    • (2009) J. Process Control , vol.19 , pp. 816-826
    • Yao, Y.1    Gao, F.R.2
  • 21
    • 0037282647 scopus 로고    scopus 로고
    • Multivariate dynamic data modeling for analysis and statistical process control of batch processes, start-ups and grade transitions
    • T. Kourti Multivariate dynamic data modeling for analysis and statistical process control of batch processes, start-ups and grade transitions J. Chemom. 17 2003 93 109
    • (2003) J. Chemom. , vol.17 , pp. 93-109
    • Kourti, T.1
  • 22
    • 67349090576 scopus 로고    scopus 로고
    • An adjoined multi-model approach for monitoring batch and transient operations
    • Y.S. Ng, and R. Srinivasan An adjoined multi-model approach for monitoring batch and transient operations Comput. Chem. Eng. 33 2009 887 902
    • (2009) Comput. Chem. Eng. , vol.33 , pp. 887-902
    • Ng, Y.S.1    Srinivasan, R.2
  • 23
    • 0032045464 scopus 로고    scopus 로고
    • Synchronization of Batch Trajectories Using Dynamic Time Warping
    • A. Kassidas, J.F. MacGregor, and P.A. Taylor Synchronization of batch trajectories using dynamic time warping AIChE J. 44 1998 864 875 (Pubitemid 128482525)
    • (1998) AIChE Journal , vol.44 , Issue.4 , pp. 864-875
    • Kassidas, A.1    MacGregor, J.F.2    Taylor, P.A.3
  • 24
    • 0141566609 scopus 로고    scopus 로고
    • Online batch/fed-batch process performance monitoring, quality prediction, and variable-contribution analysis for diagnosis
    • C. Undey, S. Ertunc, and A. Cinar Online batch/fed-batch process performance monitoring, quality prediction, and variable-contribution analysis for diagnosis Ind. Eng. Chem. Res. 4 2 2003 4645 4658 (Pubitemid 37204123)
    • (2003) Industrial and Engineering Chemistry Research , vol.42 , Issue.20 , pp. 4645-4658
    • Undey, C.1    Ertunc, S.2    Cinar, A.3
  • 25
    • 0043256723 scopus 로고    scopus 로고
    • A method for predicting future observations in the monitoring of a batch process
    • H.W. Cho, and K.J. Kim A method for predicting future observations in the monitoring of a batch process J. Qual. Technol. 35 2003 59 69
    • (2003) J. Qual. Technol. , vol.35 , pp. 59-69
    • Cho, H.W.1    Kim, K.J.2
  • 26
    • 1542680928 scopus 로고    scopus 로고
    • A statistical process control framework for the characterization of variation in batch profiles
    • N. Kaistha, C.F. Moore, and M.G. Leitnaker A statistical process control framework for the characterization of variation in batch profiles Technometrics 46 2004 53 68
    • (2004) Technometrics , vol.46 , pp. 53-68
    • Kaistha, N.1    Moore, C.F.2    Leitnaker, M.G.3
  • 27
    • 60649090799 scopus 로고    scopus 로고
    • Moving average PLS soft sensor for online product quality estimation in an industrial batch polymerization process
    • P. Facco, F. Doplicher, F. Bezzo, and M. Barolo Moving average PLS soft sensor for online product quality estimation in an industrial batch polymerization process J. Process Control 19 2009 520 529
    • (2009) J. Process Control , vol.19 , pp. 520-529
    • Facco, P.1    Doplicher, F.2    Bezzo, F.3    Barolo, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.