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Volumn , Issue , 2008, Pages 1645-1651

Nonlinear process modeling and optimization based on multiway kernel partial least squares model

Author keywords

[No Author keywords available]

Indexed keywords

BATCH OPTIMIZATIONS; BATCH PROCESS; BULK POLYMERIZATIONS; GRADIENT CALCULATIONS; KERNEL PARTIAL LEAST SQUARES; MODEL PREDICTIONS; NON-LINEAR PROCESS; NUMERICAL OPTIMIZATIONS; OPERATIONAL DATUM; OPTIMIZATION PROBLEMS; PLANT DATUM; SEQUENTIAL QUADRATIC PROGRAMMING;

EID: 60749086223     PISSN: 08917736     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WSC.2008.4736249     Document Type: Conference Paper
Times cited : (9)

References (16)
  • 1
    • 0032188148 scopus 로고    scopus 로고
    • Optimal operation of batch reactors-A personal view
    • Bonvin, D. 1998. Optimal operation of batch reactors-A personal view. Journal of Process Control 8: 355-368
    • (1998) Journal of Process Control , vol.8 , pp. 355-368
    • Bonvin, D.1
  • 2
    • 0030191936 scopus 로고    scopus 로고
    • Batch-tobatch optimization using neural network models
    • Dong, D., T. J. McAvoy, E. Zafiriou. 1996. Batch-tobatch optimization using neural network models. Ind. Eng. Chem. Res. 35: 2269-2276
    • (1996) Ind. Eng. Chem. Res , vol.35 , pp. 2269-2276
    • Dong, D.1    McAvoy, T.J.2    Zafiriou, E.3
  • 3
    • 29144528034 scopus 로고    scopus 로고
    • Iterative learning control for final batch product quality using partial least squares models
    • Flores-Cerrillo, J., J. H. MacGregor. 2005. Iterative learning control for final batch product quality using partial least squares models. Ind. Eng. Chem. Res. 44: 9146-9155
    • (2005) Ind. Eng. Chem. Res , vol.44 , pp. 9146-9155
    • Flores-Cerrillo, J.1    MacGregor, J.H.2
  • 4
    • 0032741158 scopus 로고    scopus 로고
    • A methodology for on-line setpoint modification for batch reactor control in the presence of modeling error
    • Gattu, G., E. Zafiriou. 1999. A methodology for on-line setpoint modification for batch reactor control in the presence of modeling error. Chemical Engineering Journal 75: 21-29
    • (1999) Chemical Engineering Journal , vol.75 , pp. 21-29
    • Gattu, G.1    Zafiriou, E.2
  • 5
    • 24044461725 scopus 로고    scopus 로고
    • A novel multivariate regression approach based on kernel partial least squares with orthogonal signal correction
    • Kim, K., J. Lee, I. Lee. 2005. A novel multivariate regression approach based on kernel partial least squares with orthogonal signal correction. Chemometrics and Intelligent laboratory Systems. 79: 22-30
    • (2005) Chemometrics and Intelligent laboratory Systems , vol.79 , pp. 22-30
    • Kim, K.1    Lee, J.2    Lee, I.3
  • 6
    • 0029357005 scopus 로고
    • Analysis, Monitoring and diagnosis of batch process using multiblock and multiway partial least square
    • Kouti, T., P. Nomikos, J. H. MacGregor. 1995. Analysis, Monitoring and diagnosis of batch process using multiblock and multiway partial least square. Journal of Process Control. 5: 277-284
    • (1995) Journal of Process Control , vol.5 , pp. 277-284
    • Kouti, T.1    Nomikos, P.2    MacGregor, J.H.3
  • 7
    • 0016576853 scopus 로고
    • A coordinate transformation method for the numerical solution of nonlinear minimum-time control problems
    • Kwon, Y. D., Evans, L. B. 1975. A coordinate transformation method for the numerical solution of nonlinear minimum-time control problems. AIChE J. 21: 1158-1164.
    • (1975) AIChE J , vol.21 , pp. 1158-1164
    • Kwon, Y.D.1    Evans, L.B.2
  • 8
    • 0033213432 scopus 로고    scopus 로고
    • Model Predictive control technique combined with iterative learning for batch processes
    • Lee, K. S.; S. I. Chin, J. H. Lee. 1999. Model Predictive control technique combined with iterative learning for batch processes. AIChE Journal. 45: 2175-2187
    • (1999) AIChE Journal , vol.45 , pp. 2175-2187
    • Lee, K.S.1    Chin, S.I.2    Lee, J.H.3
  • 9
    • 45949122062 scopus 로고
    • Analysis of Two Partial-Least-Squares Algorithms for Multivariate Calibration
    • Manne, R. 1987. Analysis of Two Partial-Least-Squares Algorithms for Multivariate Calibration. Chemometrics and Intelligent laboratory Systems. 2: 187-197
    • (1987) Chemometrics and Intelligent laboratory Systems , vol.2 , pp. 187-197
    • Manne, R.1
  • 11
    • 0038259120 scopus 로고    scopus 로고
    • Kernel partial least squares regression in reproducing kernel Hilbert space
    • Rosipal, R.; L. J. Trejo. 2001. Kernel partial least squares regression in reproducing kernel Hilbert space. Journal of Machine Learning Research. 2: 97-123
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 97-123
    • Rosipal, R.1    Trejo, L.J.2
  • 15
    • 4444350400 scopus 로고    scopus 로고
    • A batch-to-batch iterative optimal control strategy based on recurrent neural network models
    • Xiong, Z. H., J. Zhang. 2005. A batch-to-batch iterative optimal control strategy based on recurrent neural network models. Journal of Process Control. 15: 11-21
    • (2005) Journal of Process Control , vol.15 , pp. 11-21
    • Xiong, Z.H.1    Zhang, J.2
  • 16
    • 0025546458 scopus 로고
    • Optimal control of semibatch processes in the presence of modeling error
    • San Diego, CA
    • Zafiriou, E., J. M. Zhu. 1990. Optimal control of semibatch processes in the presence of modeling error. Proceedings of 1990 American Control Conference, San Diego, CA, 1644-1649.
    • (1990) Proceedings of 1990 American Control Conference , pp. 1644-1649
    • Zafiriou, E.1    Zhu, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.