메뉴 건너뛰기




Volumn 60, Issue 2, 2014, Pages 559-573

Concurrent phase partition and between-mode statistical analysis for multimode and multiphase batch process monitoring

Author keywords

Batch process monitoring; Between mode analysis; Concurrent phase partition; Multimode; Multiphase

Indexed keywords

BATCH PROCESS MONITORING; BETWEEN-MODE ANALYSIS; MULTIMODES; MULTIPHASE; PHASE PARTITION;

EID: 84892436192     PISSN: 00011541     EISSN: 15475905     Source Type: Journal    
DOI: 10.1002/aic.14282     Document Type: Article
Times cited : (55)

References (34)
  • 1
    • 0028905904 scopus 로고
    • Process analysis, monitoring and diagnosis, using multivariate projection methods
    • Kourti T, MacGregor JF. Process analysis, monitoring and diagnosis, using multivariate projection methods. Chemom Intell Lab Syst. 1995;28:3-21.
    • (1995) Chemom Intell Lab Syst. , vol.28 , pp. 3-21
    • Kourti, T.1    MacGregor, J.F.2
  • 2
    • 0000080198 scopus 로고    scopus 로고
    • Improved process understanding using multiway principal component analysis
    • Kosanovich KA, Dahl KS, Piovoso MJ. Improved process understanding using multiway principal component analysis. Ind Eng Chem Res. 1996;35:138-146.
    • (1996) Ind Eng Chem Res. , vol.35 , pp. 138-146
    • Kosanovich, K.A.1    Dahl, K.S.2    Piovoso, M.J.3
  • 3
    • 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;44:331-340.
    • (1998) Chemom Intell Lab Syst. , vol.44 , pp. 331-340
    • Wold, S.1    Kettaneh, N.2    Friden, H.3    Holmberg, A.4
  • 4
    • 0034015053 scopus 로고    scopus 로고
    • Multivariate statistical process control of batch processes based on three-way models
    • Louwerse DJ, Smilde AK. Multivariate statistical process control of batch processes based on three-way models. Chem Eng Sci. 2000;55:1225-1235.
    • (2000) Chem Eng Sci. , vol.55 , pp. 1225-1235
    • Louwerse, D.J.1    Smilde, A.K.2
  • 5
    • 0036755935 scopus 로고    scopus 로고
    • Critical evaluation of approaches for on-line batch process monitoring
    • Sprange ENM, Ramaker HJ, Westerhuis J, Smilde AK. Critical evaluation of approaches for on-line batch process monitoring. Chem Eng Sci. 2002;57:3979-3991.
    • (2002) Chem Eng Sci. , vol.57 , pp. 3979-3991
    • Sprange, E.N.M.1    Ramaker, H.J.2    Westerhuis, J.3    Smilde, A.K.4
  • 6
    • 0036805179 scopus 로고    scopus 로고
    • Statistical monitoring of multistage, multiphase batch processes
    • Ündey C, Cinar A. Statistical monitoring of multistage, multiphase batch processes. IEEE Control Syst Mag. 2002;22:40-52.
    • (2002) IEEE Control Syst Mag. , vol.22 , pp. 40-52
    • Ündey, C.1    Cinar, A.2
  • 7
    • 0037282647 scopus 로고    scopus 로고
    • Multivariate dynamic data modeling for analysis and statistical process control of batch processes, start-ups and grade transitions
    • Kourti T. Multivariate dynamic data modeling for analysis and statistical process control of batch processes, start-ups and grade transitions. J Chemom. 2003;17:93-109.
    • (2003) J Chemom. , vol.17 , pp. 93-109
    • Kourti, T.1
  • 9
    • 2842581444 scopus 로고    scopus 로고
    • Frameworks for latent variable multivariate regression
    • Burnham AJ, Viveros R, MacGregor JF. Frameworks for latent variable multivariate regression. J Chemom. 1996;10:31-45.
    • (1996) J Chemom. , vol.10 , pp. 31-45
    • Burnham, A.J.1    Viveros, R.2    MacGregor, J.F.3
  • 12
    • 0028483476 scopus 로고
    • Monitoring of batch processes using multi-way principal component analysis
    • Nomikos P, MacGregor JF. Monitoring of batch processes using multi-way principal component analysis. AIChE J. 1984;40:1361-1375.
    • (1984) AIChE J. , vol.40 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 13
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring batch processes
    • Nomikos P, MacGregor JF. Multivariate SPC charts for monitoring batch processes. Technometrics. 1995;37:41-59.
    • (1995) Technometrics. , vol.37 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 14
    • 0028825273 scopus 로고
    • Multiway partial least squares in monitoring batch processes
    • Nomikos P, MacGregor JF. Multiway partial least squares in monitoring batch processes. Chemom Intell Lab Syst. 1995;30:97-108.
    • (1995) Chemom Intell Lab Syst. , vol.30 , pp. 97-108
    • Nomikos, P.1    MacGregor, J.F.2
  • 15
    • 84892442651 scopus 로고    scopus 로고
    • A comparison of multiway principal components analysis, tri-linear decomposition and parallel factor analysis for fault detection in a semiconductor etch process. ICRM98, International Chemometrics Research Meeting
    • Wise BM. A comparison of multiway principal components analysis, tri-linear decomposition and parallel factor analysis for fault detection in a semiconductor etch process. ICRM98, International Chemometrics Research Meeting. Veldhoven, 1998.
    • (1998) Veldhoven
    • Wise, B.M.1
  • 16
    • 0035142851 scopus 로고    scopus 로고
    • Comments on three-way analyses used for batch process data
    • Smilde AK. Comments on three-way analyses used for batch process data. J Chemom. 2001;15:19-27.
    • (2001) J Chemom. , vol.15 , pp. 19-27
    • Smilde, A.K.1
  • 18
    • 0141566609 scopus 로고    scopus 로고
    • Online batch/fed-batch process performance monitoring, quality prediction, and variable-contribution analysis for diagnosis
    • Ündey C, Ertunc S, Cinar A. Online batch/fed-batch process performance monitoring, quality prediction, and variable-contribution analysis for diagnosis. Ind Eng Chem Res. 2003;42:4645-4658.
    • (2003) Ind Eng Chem Res. , vol.42 , pp. 4645-4658
    • Ündey, C.1    Ertunc, S.2    Cinar, A.3
  • 19
    • 0028597284 scopus 로고
    • Multi-way PCA applied to an industrial batch process. Process of American Control Conference, Baltimore, MD.
    • Kosanovich KA, Piovos MJ, Dahl KS. Multi-way PCA applied to an industrial batch process. Process of American Control Conference, Baltimore, MD. 1994;1294-1298.
    • (1994) , pp. 1294-1298
    • Kosanovich, K.A.1    Piovos, M.J.2    Dahl, K.S.3
  • 20
    • 0029191056 scopus 로고
    • Multi-stage batch process monitoring. Process of American Control Conference, Seattle, WA.
    • Dong D, McAvoy TJ. Multi-stage batch process monitoring. Process of American Control Conference, Seattle, WA. 1995;1857-1861.
    • (1995) , pp. 1857-1861
    • Dong, D.1    McAvoy, T.J.2
  • 21
    • 35148823629 scopus 로고    scopus 로고
    • Stage-based soft-transition multiple PCA modeling and on-line monitoring strategy for batch processes
    • Zhao CH, Wang FL, Lu NY, Jia MX. Stage-based soft-transition multiple PCA modeling and on-line monitoring strategy for batch processes. J Process Control. 2007;17:728-741.
    • (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
  • 22
    • 39449093995 scopus 로고    scopus 로고
    • Improved batch process monitoring and quality prediction based on multiphase statistical analysis
    • Zhao CH, Wang FL, Mao ZZ, Lu NY, Jia MX. Improved batch process monitoring and quality prediction based on multiphase statistical analysis. Ind Eng Chem Res. 2008:47;835-849.
    • (2008) Ind Eng Chem Res. , vol.47 , pp. 835-849
    • Zhao, C.H.1    Wang, F.L.2    Mao, Z.Z.3    Lu, N.Y.4    Jia, M.X.5
  • 23
    • 34547147425 scopus 로고    scopus 로고
    • Adaptive monitoring method for batch processes based on phase dissimilarity updating with limited modeling data
    • Zhao CH, Wang FL, Gao FR, Lu NY, Jia MX. Adaptive monitoring method for batch processes based on phase dissimilarity updating with limited modeling data. Ind Eng Chem Res. 2007;46:4943-4953.
    • (2007) Ind Eng Chem Res. , vol.46 , pp. 4943-4953
    • Zhao, C.H.1    Wang, F.L.2    Gao, F.R.3    Lu, N.Y.4    Jia, M.X.5
  • 24
    • 58149308461 scopus 로고    scopus 로고
    • Improved calibration investigation using phase-wise local and cumulative quality interpretation and prediction
    • Zhao CH, Wang FL, Gao FR. Improved calibration investigation using phase-wise local and cumulative quality interpretation and prediction. Chemom Intell Lab Syst. 2009;95:107-121.
    • (2009) Chemom Intell Lab Syst. , vol.95 , pp. 107-121
    • Zhao, C.H.1    Wang, F.L.2    Gao, F.R.3
  • 25
    • 84877358989 scopus 로고    scopus 로고
    • Step-wise sequential phase partition (SSPP) algorithm based statistical modeling and online process monitoring
    • Zhao CH, Sun YX. Step-wise sequential phase partition (SSPP) algorithm based statistical modeling and online process monitoring, Chemom Intell Lab Syst. 2013;125:109-120.
    • (2013) Chemom Intell Lab Syst. , vol.125 , pp. 109-120
    • Zhao, C.H.1    Sun, Y.X.2
  • 26
    • 64849096132 scopus 로고    scopus 로고
    • Phase and transition based batch process modeling and online monitoring
    • Yao Y, Gao FR. Phase and transition based batch process modeling and online monitoring. J Process Control. 2009;19:816-826.
    • (2009) J Process Control. , vol.19 , pp. 816-826
    • Yao, Y.1    Gao, F.R.2
  • 27
    • 70449094646 scopus 로고    scopus 로고
    • A survey on multistage/multiphase statistical modeling methods for batch processes
    • Yao Y, Gao FR. A survey on multistage/multiphase statistical modeling methods for batch processes. Annu Rev Control. 2009;33:172-183.
    • (2009) Annu Rev Control. , vol.33 , pp. 172-183
    • Yao, Y.1    Gao, F.R.2
  • 28
    • 33646496576 scopus 로고    scopus 로고
    • On-line process state classification for adaptive monitoring
    • Lee YH, Jin HD, Han CH. On-line process state classification for adaptive monitoring. Ind Eng Chem Res. 2006;45(9):3095-3107.
    • (2006) Ind Eng Chem Res. , vol.45 , Issue.9 , pp. 3095-3107
    • Lee, Y.H.1    Jin, H.D.2    Han, C.H.3
  • 29
    • 6344249065 scopus 로고    scopus 로고
    • Monitoring of processes with multiple operating modes through multiple principal component analysis models
    • Zhao SJ, Zhang J, Xu YM. Monitoring of processes with multiple operating modes through multiple principal component analysis models. Ind Eng Chem Res. 2004;43(22):7025-7035.
    • (2004) Ind Eng Chem Res. , vol.43 , Issue.22 , pp. 7025-7035
    • Zhao, S.J.1    Zhang, J.2    Xu, Y.M.3
  • 30
    • 33947154689 scopus 로고    scopus 로고
    • Multi-model statistical process monitoring and diagnosis of a sequencing batch reactor
    • Yoo CK, Villez K, Lee I, Rosen C, Vanrolleghem PA. Multi-model statistical process monitoring and diagnosis of a sequencing batch reactor. Biotechnol Bioeng. 2007;96(4):687-701.
    • (2007) Biotechnol Bioeng. , vol.96 , Issue.4 , pp. 687-701
    • Yoo, C.K.1    Villez, K.2    Lee, I.3    Rosen, C.4    Vanrolleghem, P.A.5
  • 31
    • 0032045464 scopus 로고    scopus 로고
    • Synchronization of batch trajectories using dynamic time warping
    • Kassidas A, MacGregor JF, Taylor PA. Synchronization of batch trajectories using dynamic time warping. AIChE J. 1998;44:864-875.
    • (1998) AIChE J. , vol.44 , pp. 864-875
    • Kassidas, A.1    MacGregor, J.F.2    Taylor, P.A.3
  • 32
    • 0029517963 scopus 로고
    • A review of multivariate control charts
    • Lowry CA, Montgomery DC. A review of multivariate control charts. IIE Trans. 1995;27(6):800-810.
    • (1995) IIE Trans. , vol.27 , Issue.6 , pp. 800-810
    • Lowry, C.A.1    Montgomery, D.C.2
  • 34
    • 42149134815 scopus 로고    scopus 로고
    • Quality prediction based on phase-specific average trajectory for batch processes
    • Zhao CH, Wang FL, Mao ZZ, Lu NY, Jia MX. Quality prediction based on phase-specific average trajectory for batch processes. AIChE J. 2008;54:693-705.
    • (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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.