메뉴 건너뛰기




Volumn 54, Issue 3, 2008, Pages 693-705

Quality prediction based on phase-specific average trajectory for batch processes

Author keywords

Critical to quality phases; Phase specific average trajectory; Phase specific cumulation effects; Quality prediction

Indexed keywords

ALGORITHMS; DATA REDUCTION; INJECTION MOLDING; MATHEMATICAL MODELS; REGRESSION ANALYSIS;

EID: 42149134815     PISSN: 00011541     EISSN: 15475905     Source Type: Journal    
DOI: 10.1002/aic.11405     Document Type: Article
Times cited : (67)

References (23)
  • 2
    • 11144325691 scopus 로고
    • Partial least squares regression: A tutorial
    • Geladi P, Kowalshi B. Partial least squares regression: A tutorial. Anal Chim Acta. 1986;185:1-17.
    • (1986) Anal Chim Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalshi, B.2
  • 3
    • 0028483476 scopus 로고
    • Monitoring batch processes using multiway principal component analysis
    • Nomikos P, MacGregor JF. Monitoring batch processes using multiway principal component analysis. AICHE J. 1994;40:1361-1375.
    • (1994) AICHE J , vol.40 , pp. 1361-1375
    • Nomikos, P.1    MacGregor, J.F.2
  • 4
    • 0028825273 scopus 로고
    • Multi-way partial least squares in monitoring batch processes
    • Nomikos P, MacGregor JF. Multi-way 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
  • 5
    • 0034621629 scopus 로고    scopus 로고
    • Multivariate analysis and optimization of process variable trajectories for batch processes
    • Duchesne C, MacGregor CD. Multivariate analysis and optimization of process variable trajectories for batch processes. Chemom Intell Lab Syst. 2000;51:125-137.
    • (2000) Chemom Intell Lab Syst , vol.51 , pp. 125-137
    • Duchesne, C.1    MacGregor, C.D.2
  • 6
    • 2442677971 scopus 로고    scopus 로고
    • Improved quality estimation and knowledge extraction in a batch process by bootstrapping-based generalized variable selection
    • Chu YH, Lee YH, Han C. Improved quality estimation and knowledge extraction in a batch process by bootstrapping-based generalized variable selection. Ind Eng Chem Res. 2004;43:2680-2690.
    • (2004) Ind Eng Chem Res , vol.43 , pp. 2680-2690
    • Chu, Y.H.1    Lee, Y.H.2    Han, C.3
  • 7
    • 19844382757 scopus 로고    scopus 로고
    • Stage-based process analysis and quality prediction for batch processes
    • Lu N, Gao F. Stage-based process analysis and quality prediction for batch processes. Ind Eng Chem Res. 2005;44:3547-3555.
    • (2005) Ind Eng Chem Res , vol.44 , pp. 3547-3555
    • Lu, N.1    Gao, F.2
  • 8
    • 33646390395 scopus 로고    scopus 로고
    • Stage-based online quality control for batch processes
    • Lu N, Gao F. Stage-based online quality control for batch processes. Ind Eng Chem Res. 2006;45:2272-2280.
    • (2006) Ind Eng Chem Res , vol.45 , pp. 2272-2280
    • Lu, N.1    Gao, F.2
  • 9
    • 1042268071 scopus 로고    scopus 로고
    • A sub-PCA modeling and on-line monitoring strategy for batch processes
    • Lu N, Gao F, Wang F. A sub-PCA modeling and on-line monitoring strategy for batch processes. AIChE J. 2004;50:255-259.
    • (2004) AIChE J , vol.50 , pp. 255-259
    • Lu, N.1    Gao, F.2    Wang, F.3
  • 10
    • 33646178973 scopus 로고    scopus 로고
    • Performance monitoring of processes with multiple operating modes through multiple PLS models
    • Zhao SJ, Zhang J, Xu YM. Performance monitoring of processes with multiple operating modes through multiple PLS models. J of Process Control. 2006;16:763-772.
    • (2006) J of Process Control , vol.16 , pp. 763-772
    • Zhao, S.J.1    Zhang, J.2    Xu, Y.M.3
  • 12
    • 0036805179 scopus 로고    scopus 로고
    • Statistical monitoring of multistage, multiphase batch processes
    • Ündey C, Cinar A. Statistical monitoring of multistage, multiphase batch processes. IEEE Contr Syst Mag. 2002;22:40-52.
    • (2002) IEEE Contr Syst Mag , vol.22 , pp. 40-52
    • Ündey, C.1    Cinar, A.2
  • 16
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring processes
    • Nomikos P, MacGregor JF. Multivariate SPC charts for monitoring processes. Technometrics. 1995;37:41-59.
    • (1995) Technometrics , vol.37 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 17
    • 0043256723 scopus 로고    scopus 로고
    • A method for predicting future observations in the monitoring of a batch process
    • Cho HW, Kim KJ. A method for predicting future observations in the monitoring of a batch process. J Qual Technol. 2003;35:59-69.
    • (2003) J Qual Technol , vol.35 , pp. 59-69
    • Cho, H.W.1    Kim, K.J.2
  • 18
    • 0001650974 scopus 로고    scopus 로고
    • Inferential estimation of polymer quality using stacked neural networks
    • Zhang J, Martin EB, Morris AJ, Kiparissies C. Inferential estimation of polymer quality using stacked neural networks. Comput Chem Eng. 1997;21:1025-1030.
    • (1997) Comput Chem Eng , vol.21 , pp. 1025-1030
    • Zhang, J.1    Martin, E.B.2    Morris, A.J.3    Kiparissies, C.4
  • 19
    • 0032031419 scopus 로고    scopus 로고
    • Prediction of polymer quality in batch polymerization reactors using robust neural networks
    • Zhang J, Martin EB, Morris AJ, Kiparissies C. Prediction of polymer quality in batch polymerization reactors using robust neural networks. Chem Eng J. 1998;69:135-143.
    • (1998) Chem Eng J , vol.69 , pp. 135-143
    • Zhang, J.1    Martin, E.B.2    Morris, A.J.3    Kiparissies, C.4
  • 20
    • 0032928495 scopus 로고    scopus 로고
    • Developing robust non-liner models through bootstrap aggregated neural networks
    • Zhang J, Martin EB, Morris AJ, Kiparissies C. Developing robust non-liner models through bootstrap aggregated neural networks. Neurocomputing. 1999;25:93-113.
    • (1999) Neurocomputing , vol.25 , pp. 93-113
    • Zhang, J.1    Martin, E.B.2    Morris, A.J.3    Kiparissies, C.4
  • 21
    • 0032804290 scopus 로고    scopus 로고
    • Inferential estimation of polymer quality using bootstrap aggregated neural networks
    • Zhang J, Martin EB, Morris AJ, Kiparissies C. Inferential estimation of polymer quality using bootstrap aggregated neural networks. Neural Networks. 1999;12:927-938.
    • (1999) Neural Networks , vol.12 , pp. 927-938
    • Zhang, J.1    Martin, E.B.2    Morris, A.J.3    Kiparissies, C.4
  • 22
    • 0033330731 scopus 로고    scopus 로고
    • Cycle-to-cycle and within-cycle adaptive control of nozzle pressures during packing-holding for thermoplastic injection molding
    • Yang Y, Gao F. Cycle-to-cycle and within-cycle adaptive control of nozzle pressures during packing-holding for thermoplastic injection molding. Polym Eng Sci. 1999;39:2042-2064.
    • (1999) Polym Eng Sci , vol.39 , pp. 2042-2064
    • Yang, Y.1    Gao, F.2
  • 23
    • 0034332656 scopus 로고    scopus 로고
    • Adaptive control of the filling velocity of thermoplastics injection molding
    • Yang Y, Gao F. Adaptive control of the filling velocity of thermoplastics injection molding. Control Eng Practice. 2000;8:1285-1296.
    • (2000) Control Eng Practice , vol.8 , pp. 1285-1296
    • Yang, Y.1    Gao, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.