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Volumn 11, Issue 4, 2014, Pages 983-991

A quality-relevant sequential phase partition approach for regression modeling and quality prediction analysis in manufacturing processes

Author keywords

Cumulative analysis; Multiphase batch processes; Quality prediction; Regression modeling; Sequential phase partition

Indexed keywords

CUMULATIVE ANALYSIS; MULTIPHASE BATCH PROCESS; PHASE PARTITION; QUALITY PREDICTION; REGRESSION MODEL;

EID: 84908570071     PISSN: 15455955     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASE.2013.2287347     Document Type: Article
Times cited : (78)

References (32)
  • 1
    • 84859743020 scopus 로고    scopus 로고
    • An intelligent quick prediction algorithm with applications in industrial control and loading problems
    • Apr.
    • Y. Yu, T. M. Choi, and C. L. Hui, "An intelligent quick prediction algorithm with applications in industrial control and loading problems," IEEE Trans. Autom. Sci. Eng., vol. 9, no. 2, pp. 276-287, Apr. 2012.
    • (2012) IEEE Trans. Autom. Sci. Eng. , vol.9 , Issue.2 , pp. 276-287
    • Yu, Y.1    Choi, T.M.2    Hui, C.L.3
  • 2
    • 84871773196 scopus 로고    scopus 로고
    • Fault diagnosis using an enhanced Relevance Vector Machine (RVM) for partially diagnosable multistation assembly processes
    • Jan.
    • K. Bastani, Z. Kong, W. Huang, X. Huo, and Y. Zhou, "Fault diagnosis using an enhanced Relevance Vector Machine (RVM) for partially diagnosable multistation assembly processes," IEEE Trans. Autom. Sci. Eng., vol. 10, no. 1, pp. 124-136, Jan. 2013.
    • (2013) IEEE Trans. Autom. Sci. Eng. , vol.10 , Issue.1 , pp. 124-136
    • Bastani, K.1    Kong, Z.2    Huang, W.3    Huo, X.4    Zhou, Y.5
  • 3
    • 0000080198 scopus 로고    scopus 로고
    • Improved process understanding using multiway principal component analysis
    • K. A. Kosanovich, K. S. Dahl, andM. J. Piovoso, "Improved process understanding using multiway principal component analysis," Ind. Eng. Chem. Res., vol. 35, pp. 138-146, 1996.
    • (1996) Ind. Eng. Chem. Res. , vol.35 , pp. 138-146
    • Kosanovich, K.A.1    Dahl, K.S.2    Piovoso, M.J.3
  • 4
    • 0032517828 scopus 로고    scopus 로고
    • Modelling and diagnosis of batch processes and analogous kinetic experiments
    • S. Wold, N. Kettaneh, H. Friden, and A. Holmberg, "Modelling and diagnosis of batch processes and analogous kinetic experiments," Chemom. Intell. Lab. Syst., vol. 44, pp. 331-340, 1998.
    • (1998) Chemom. Intell. Lab. Syst. , vol.44 , pp. 331-340
    • Wold, S.1    Kettaneh, N.2    Friden, H.3    Holmberg, A.4
  • 5
    • 0034015053 scopus 로고    scopus 로고
    • Multivariate statistical process control of batch processes based on three-way models
    • D. J. Louwerse and A. K. Smilde, "Multivariate statistical process control of batch processes based on three-way models," Chem. Eng. Sci., vol. 55, pp. 1225-1235, 2000.
    • (2000) Chem. Eng. Sci. , vol.55 , pp. 1225-1235
    • Louwerse, D.J.1    Smilde, A.K.2
  • 6
    • 0036755935 scopus 로고    scopus 로고
    • Critical evaluation of approaches for on-line batch process monitoring
    • E. N. M. Sprange,H. J. Ramaker, J. Westerhuis, and A. Smilde, "Critical evaluation of approaches for on-line batch process monitoring," Chem. Eng. Sci., vol. 57, pp. 3979-3991, 2002.
    • (2002) Chem. Eng. Sci. , vol.57 , pp. 3979-3991
    • Sprange, E.N.M.1    Ramaker, H.J.2    Westerhuis, J.3    Smilde, A.4
  • 7
    • 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., vol. 17, pp. 93-109, 2003.
    • (2003) J. Chemom. , vol.17 , pp. 93-109
    • Kourti, T.1
  • 9
    • 0002815256 scopus 로고    scopus 로고
    • Improved PLS algorithms
    • B. S. Doyal and J. F. MacGregor, "Improved PLS algorithms," J. Chemom., vol. 11, no. 1, pp. 73-85, 1997.
    • (1997) J. Chemom. , vol.11 , Issue.1 , pp. 73-85
    • Doyal, B.S.1    Macgregor, J.F.2
  • 11
    • 2842581444 scopus 로고    scopus 로고
    • Frameworks for latent variable multivariate regression
    • A. J. Burnham, R. Viveros, and J. F. MacGregor, "Frameworks for latent variable multivariate regression," J. Chemom., vol. 10, no. 1, pp. 31-45, 1996.
    • (1996) J. Chemom. , vol.10 , Issue.1 , pp. 31-45
    • Burnham, A.J.1    Viveros, R.2    Macgregor, J.F.3
  • 12
    • 0343588896 scopus 로고    scopus 로고
    • Comparison of partial least-square method and canonical correlation analysis in a quantitative structure-retention relationship study
    • T. Cserhati, A. Kosa, and S. Balogh, "Comparison of partial least-square method and canonical correlation analysis in a quantitative structure-retention relationship study," J. Biochem. Biophys. Methods, vol. 36, no. 2-3, pp. 131-141, 1998.
    • (1998) J. Biochem. Biophys. Methods , vol.36 , Issue.2-3 , pp. 131-141
    • Cserhati, T.1    Kosa, A.2    Balogh, S.3
  • 14
    • 0028825273 scopus 로고
    • Multi-way partial least squares in monitoring batch processes
    • P. Nomikos and J. F. MacGregor, "Multi-way partial least squares in monitoring batch processes," Chemom. Intell. Lab. Syst., vol. 30, no. 1, pp. 97-108, 1995.
    • (1995) Chemom. Intell. Lab. Syst. , vol.30 , Issue.1 , pp. 97-108
    • Nomikos, P.1    Macgregor, J.F.2
  • 15
    • 0036805179 scopus 로고    scopus 로고
    • Statistical monitoring of multistage, multiphase batch processes
    • C. Ündey and A. Cinar, "Statistical monitoring of multistage, multiphase batch processes," IEEE Control Syst. Mag., vol. 22, pp. 40-52, 2002.
    • (2002) IEEE Control Syst. Mag. , vol.22 , pp. 40-52
    • Ündey, C.1    Cinar, A.2
  • 16
    • 1042268071 scopus 로고    scopus 로고
    • A sub-PCA modeling and on-line monitoring strategy for batch processes
    • N. Y. Lu, F. R. Gao, and F. L. Wang, "A sub-PCA modeling and on-line monitoring strategy for batch processes," AIChE J., vol. 50, pp. 255-259, 2004.
    • (2004) AIChE J. , vol.50 , pp. 255-259
    • Lu, N.Y.1    Gao, F.R.2    Wang, F.L.3
  • 17
    • 0029191056 scopus 로고
    • Multi-stage batch process monitoring
    • D. Dong and T. J. McAvoy, "Multi-stage batch process monitoring," in Process of Amer. Control Conf., 1995, vol. 3, pp. 1857-1861.
    • (1995) Process of Amer. Control Conf. , vol.3 , pp. 1857-1861
    • Dong, D.1    McAvoy, T.J.2
  • 18
    • 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," Annu. Rev. Control, vol. 33, pp. 172-183, 2009.
    • (2009) Annu. Rev. Control , vol.33 , pp. 172-183
    • Yao, Y.1    Gao, F.R.2
  • 19
    • 58149308461 scopus 로고    scopus 로고
    • Improved calibration investigation using phase-wise local and cumulative quality interpretation and prediction
    • C.H. Zhao, F. L. Wang, and F. R. Gao, "Improved calibration investigation using phase-wise local and cumulative quality interpretation and prediction," Chemom. Intell. Lab. Syst., vol. 95, pp. 107-121, 2009.
    • (2009) Chemom. Intell. Lab. Syst. , vol.95 , pp. 107-121
    • Zhao, C.H.1    Wang, F.L.2    Gao, F.R.3
  • 20
    • 53649095499 scopus 로고    scopus 로고
    • Fault detection and classification for a two-stage batch process
    • J. L. Liu and D. S. H. Wong, "Fault detection and classification for a two-stage batch process," J. Chemom., vol. 22, no. 6, pp. 385-398, 2008.
    • (2008) J. Chemom. , vol.22 , Issue.6 , pp. 385-398
    • Liu, J.L.1    Wong, D.S.H.2
  • 21
    • 0028424619 scopus 로고
    • Process monitoring and diagnosis by multiblock PLS methods
    • J. F. Macgregor, C. Jaeckle, C. Kiparissides, and M. Koutoudi, "Process monitoring and diagnosis by multiblock PLS methods," AICHE J., vol. 40, no. 5, pp. 826-838, 1994.
    • (1994) AICHE J. , vol.40 , Issue.5 , pp. 826-838
    • Macgregor, J.F.1    Jaeckle, C.2    Kiparissides, C.3    Koutoudi, M.4
  • 22
    • 0029357005 scopus 로고
    • Analysis, monitoring and fault-diagnosis of batch processes using multiblock and multiway PLS
    • T. Kourti, P. Nomikos, and J. F. MacGregor, "Analysis, monitoring and fault-diagnosis of batch processes using multiblock and multiway PLS," J. Process Control, vol. 5, no. 4, pp. 277-284, 1995.
    • (1995) J. Process Control , vol.5 , Issue.4 , pp. 277-284
    • Kourti, T.1    Nomikos, P.2    Macgregor, J.F.3
  • 23
    • 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., vol. 12, no. 5, pp. 301-321, 1998.
    • (1998) J. Chemom. , vol.12 , Issue.5 , pp. 301-321
    • Westerhuis, J.A.1    Kourti, T.2    Macgregor, J.F.3
  • 24
    • 0001282938 scopus 로고    scopus 로고
    • On unifying multiblock analysis with application to decentralized process monitoring
    • S. J. Qin, S. Valle, andM. J. Piovoso, "On unifying multiblock analysis with application to decentralized process monitoring," J. Chemom., vol. 15, no. 9, pp. 715-742, 2001.
    • (2001) J. Chemom. , vol.15 , Issue.9 , pp. 715-742
    • Qin, S.J.1    Valle, S.2    Piovoso, M.J.3
  • 25
    • 0037145635 scopus 로고    scopus 로고
    • Multiblock PLS analysis of an industrial pharmaceutical process
    • J. A. Lopes, J. C. Menezes, J. A. Westerhuis, and A. K. Smilde, "Multiblock PLS analysis of an industrial pharmaceutical process," Biotechnol. Bioeng., vol. 80, no. 4, pp. 419-427, 2002.
    • (2002) Biotechnol. Bioeng. , vol.80 , Issue.4 , pp. 419-427
    • Lopes, J.A.1    Menezes, J.C.2    Westerhuis, J.A.3    Smilde, A.K.4
  • 26
    • 34547147425 scopus 로고    scopus 로고
    • Adaptive monitoring method for batch processes based on phase dissimilarity updating with limited modeling data
    • C. H. Zhao, F. L.Wang, F. R. Gao, N. Y. Lu, and M. X. Jia, "Adaptive monitoring method for batch processes based on phase dissimilarity updating with limited modeling data," Ind. Eng. Chem. Res., vol. 46, pp. 4943-4953, 2007.
    • (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
  • 27
    • 35148823629 scopus 로고    scopus 로고
    • Stage-based softtransition multiple PCA modeling and on-line monitoring strategy for batch processes
    • C. H. Zhao, F. L. Wang, N. Y. Lu, and M. X. Jia, "Stage-based softtransition multiple PCA modeling and on-line monitoring strategy for batch processes," J. Process Control, vol. 17, pp. 728-741, 2007.
    • (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
  • 28
    • 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., vol. 54, pp. 693-705, 2008.
    • (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
  • 29
    • 85162673553 scopus 로고
    • The kernel algorithm for PLS
    • F. Lindgren, P. Geladi, and S. Wold, "The kernel algorithm for PLS," J. Chemom., vol. 7, no. 1, pp. 45-59, 1993.
    • (1993) J. Chemom. , vol.7 , Issue.1 , pp. 45-59
    • Lindgren, F.1    Geladi, P.2    Wold, S.3
  • 31
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • H. Zou and T. Hastie, "Regularization and variable selection via the elastic net," J. R. Statist. Soc. B, vol. 67, pp. 301-320, 2005.
    • (2005) J. R. Statist. Soc. B , vol.67 , pp. 301-320
    • Zou, H.1    Hastie, T.2


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