메뉴 건너뛰기




Volumn 44, Issue 24, 2005, Pages 9146-9155

Iterative learning control for final batch product quality using partial least squares models

Author keywords

[No Author keywords available]

Indexed keywords

LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; NYLON POLYMERS; POLYMERIZATION; QUALITY CONTROL;

EID: 29144528034     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie048811p     Document Type: Article
Times cited : (68)

References (39)
  • 1
    • 0019909288 scopus 로고
    • Batch polymerization of styrene. Optimal temperature histories
    • Wu, G. Z. A.; Denton, L. A.; Laurence, R. L. Batch polymerization of styrene. Optimal temperature histories. Polym. Eng. Sci. 1982, 22 (1), 1.
    • (1982) Polym. Eng. Sci. , vol.22 , Issue.1 , pp. 1
    • Wu, G.Z.A.1    Denton, L.A.2    Laurence, R.L.3
  • 2
    • 0021418184 scopus 로고
    • Computation of the near-optimal temperature and initiator policies for a batch polymerization reactor
    • Thomas, I. M.; Kiparissides, C. Computation of the near-optimal temperature and initiator policies for a batch polymerization reactor. Can. J. Chem. Eng. 1984, 62, 284.
    • (1984) Can. J. Chem. Eng. , vol.62 , pp. 284
    • Thomas, I.M.1    Kiparissides, C.2
  • 3
    • 0022129080 scopus 로고
    • Optimization of batch polymerization proceses, narrowing the MWD. I. Model simulation
    • Louie, B. M.; Soong, D. S. Optimization of batch polymerization proceses, narrowing the MWD. I. Model simulation. J. Appl. Polym. Sci. 1985, 30, 3707.
    • (1985) J. Appl. Polym. Sci. , vol.30 , pp. 3707
    • Louie, B.M.1    Soong, D.S.2
  • 4
    • 0022130054 scopus 로고
    • Optimization of batch polymerization proceses, narrowing the MWD. II. Experimental Study
    • Louie, B. M.; Soong, D. S. Optimization of batch polymerization proceses, narrowing the MWD. II. Experimental Study. J. Appl. Polym. Sci. 1985, 30, 3825.
    • (1985) J. Appl. Polym. Sci. , vol.30 , pp. 3825
    • Louie, B.M.1    Soong, D.S.2
  • 5
    • 0001284739 scopus 로고
    • Optimal temperature profiles for methyl methacrylate polymerization in the presence of end point constraints
    • Vaid, N. R.; Gupta, S. K. Optimal Temperature Profiles for Methyl Methacrylate Polymerization in the Presence of End Point Constraints. Polym. Eng. Sci. 1991, 31, 1708.
    • (1991) Polym. Eng. Sci. , vol.31 , pp. 1708
    • Vaid, N.R.1    Gupta, S.K.2
  • 6
    • 0031235678 scopus 로고    scopus 로고
    • Discrete optimal control of molecular weight distribution in a batch free radical polymerization process
    • Crowley, T. J.; Choi, K. Y. Discrete optimal control of molecular weight distribution in a batch free radical polymerization process. Ind. Eng. Chem. Res. 1997, 36, 3676.
    • (1997) Ind. Eng. Chem. Res. , vol.36 , pp. 3676
    • Crowley, T.J.1    Choi, K.Y.2
  • 7
    • 0023327251 scopus 로고
    • Minimum end time policies for batchwise radical chain polymerization, VI. The initiator addition policies for copolymerization with constant copolymer composition control
    • Chen, S. A.; Lee, S. T. Minimum end time policies for batchwise radical chain polymerization, VI. The initiator addition policies for copolymerization with constant copolymer composition control. Polym. Eng. Sci. 1987, 25, 573.
    • (1987) Polym. Eng. Sci. , vol.25 , pp. 573
    • Chen, S.A.1    Lee, S.T.2
  • 8
    • 84989051544 scopus 로고
    • An experimental study of multiobjective dynamic optimization of a semibatch copolymerization process
    • Choi, K. Y.; Butala, D. N. An experimental study of multiobjective dynamic optimization of a semibatch copolymerization process. Polym. Eng. Sci. 1991, 31, 353.
    • (1991) Polym. Eng. Sci. , vol.31 , pp. 353
    • Choi, K.Y.1    Butala, D.N.2
  • 10
    • 0026878445 scopus 로고
    • The identification of kinetic expressions and the evolutionary optimization of speciality chemical batch reactors using tendency models
    • Rastogi, A.; Fotopoulos, J.; Georgakis, C.; Stenger, H. The identification of kinetic expressions and the evolutionary optimization of speciality chemical batch reactors using tendency models. Chem. Eng. Sci. 1992, 47, 2487.
    • (1992) Chem. Eng. Sci. , vol.47 , pp. 2487
    • Rastogi, A.1    Fotopoulos, J.2    Georgakis, C.3    Stenger, H.4
  • 11
    • 0032164685 scopus 로고    scopus 로고
    • Optimization of molecular weight distribution using batch-to-batch adjustments
    • Clarke-Pringle, T. L.; MacGregor, J. F. Optimization of Molecular Weight Distribution Using Batch-to-Batch Adjustments. Ind. Eng. Chem. Res. 1998, 37, 3660.
    • (1998) Ind. Eng. Chem. Res. , vol.37 , pp. 3660
    • Clarke-Pringle, T.L.1    MacGregor, J.F.2
  • 12
    • 0041304640 scopus 로고    scopus 로고
    • III Hybrid model-based approach to batch-to-batch control of particle size distribution in emulsion polymerization
    • Crowley, T. J.; Harrison, C. A.; Doyle, F. J., III Hybrid model-based approach to batch-to-batch control of particle size distribution in emulsion polymerization. Comput. Chem. Eng. 2003, 27, 1153.
    • (2003) Comput. Chem. Eng. , vol.27 , pp. 1153
    • Crowley, T.J.1    Harrison, C.A.2    Doyle, F.J.3
  • 13
    • 0001534010 scopus 로고    scopus 로고
    • Dynamic optimization in the batch chemical industry
    • Bonvin, D.; Srinivasan, B.; Ruppen, D. Dynamic Optimization in the Batch Chemical Industry. AIChE Symp. Ser. 326 2002, 98, 255.
    • (2002) AIChE Symp. Ser. 326 , vol.98 , pp. 255
    • Bonvin, D.1    Srinivasan, B.2    Ruppen, D.3
  • 14
    • 0347927265 scopus 로고    scopus 로고
    • Dynamic optimization of batch processes: I. Characterization of the nominal solution
    • Srinivasan, B.; Palanki, S.; Bonvin, D. Dynamic optimization of batch processes: I. Characterization of the nominal solution. Comput. Chem. Eng. 2003, 27 (1), 1.
    • (2003) Comput. Chem. Eng. , vol.27 , Issue.1 , pp. 1
    • Srinivasan, B.1    Palanki, S.2    Bonvin, D.3
  • 15
    • 0037438469 scopus 로고    scopus 로고
    • Dynamic optimization of batch processes: II. Role of measurements in handling uncertainty
    • Srinivasan, B.; Bonvin, D.; Visser, E.; Palanki, S. Dynamic optimization of batch processes: II. Role of measurements in handling uncertainty. Comput. Chem. Eng. 2003, 27 (1), 27.
    • (2003) Comput. Chem. Eng. , vol.27 , Issue.1 , pp. 27
    • Srinivasan, B.1    Bonvin, D.2    Visser, E.3    Palanki, S.4
  • 16
    • 0030211997 scopus 로고    scopus 로고
    • Batch tracking via nonlinear principal component analysis
    • Dong, D.; McAvoy, T. J. Batch Tracking Via Nonlinear Principal Component Analysis. AIChE J. 1996, 42, 2199.
    • (1996) AIChE J. , vol.42 , pp. 2199
    • Dong, D.1    McAvoy, T.J.2
  • 17
    • 0030191936 scopus 로고    scopus 로고
    • Batch-to-batch optimisation using neural network models
    • Dong, D.; McAvoy, T. J.; Zafiriou, E. Batch-to-Batch Optimisation Using Neural Network Models. Ind. Eng. Chem. Res. 1996, 35, 2269.
    • (1996) Ind. Eng. Chem. Res. , vol.35 , pp. 2269
    • Dong, D.1    McAvoy, T.J.2    Zafiriou, E.3
  • 18
    • 0037999896 scopus 로고    scopus 로고
    • Within-batch and batch-to-batch inferential-adaptive control of semibatch reactors: A partial least squares approach
    • Flores-Cerrillo J.; MacGregor, J. F. Within-Batch and Batch-to-Batch Inferential-Adaptive Control of Semibatch Reactors: A Partial Least Squares Approach. Ind. Eng. Chem. Res. 2003, 42, 3334.
    • (2003) Ind. Eng. Chem. Res. , vol.42 , pp. 3334
    • Flores-Cerrillo, J.1    MacGregor, J.F.2
  • 19
    • 84995039499 scopus 로고
    • Bettering operation of robots by learning
    • Arimoto, S.; Kawamura, S.; Miyazaki, F. Bettering operation of robots by learning. J. Rob. Syst. 1984, 1 (2), 123.
    • (1984) J. Rob. Syst. , vol.1 , Issue.2 , pp. 123
    • Arimoto, S.1    Kawamura, S.2    Miyazaki, F.3
  • 20
    • 0023965036 scopus 로고
    • On the iterative learning control theory for robotic manipulators
    • Bondi, P.; Casalino, G.; Gambradella, L. On the iterative learning control theory for robotic manipulators. IEEE J. Rob. Autom. 1988, 4 (1), 14.
    • (1988) IEEE J. Rob. Autom. , vol.4 , Issue.1 , pp. 14
    • Bondi, P.1    Casalino, G.2    Gambradella, L.3
  • 21
    • 0024664520 scopus 로고
    • High-order iterative learning control algorithm
    • Bien, Z.; Huh, K. M. High-order iterative learning control algorithm. IEE Proc.-D: Control Theory Appl. 1989, 136, 105-112.
    • (1989) IEE Proc.-D: Control Theory Appl. , vol.136 , pp. 105-112
    • Bien, Z.1    Huh, K.M.2
  • 22
    • 0028496284 scopus 로고
    • State steering by learning for a class of nonlinear control systems
    • Lucibello, P. State steering by learning for a class of nonlinear control systems. Automatica 1994, 30 (9), 1463.
    • (1994) Automatica , vol.30 , Issue.9 , pp. 1463
    • Lucibello, P.1
  • 24
    • 0002402802 scopus 로고    scopus 로고
    • Cyclic learning control of chained-form systems with applications to car-like robots
    • San Francisco, CA, June 30-July 5
    • Oriolo, G.; Panzieri, S.; Ulivi, G. Cyclic learning control of chained-form systems with applications to car-like robots. Proceedings of the 13th IFAC World Congress, San Francisco, CA, June 30-July 5, 1996; A, p 187.
    • (1996) Proceedings of the 13th IFAC World Congress , vol.A , pp. 187
    • Oriolo, G.1    Panzieri, S.2    Ulivi, G.3
  • 25
    • 0032598174 scopus 로고    scopus 로고
    • Terminal iterative learning control with an application to RTPCVD thickness control
    • Xu, J.-X.; Chen, Y.; Lee, T. H.; Yamamoto, S. Terminal iterative learning control with an application to RTPCVD thickness control. Automatica 1999, 35, 1535.
    • (1999) Automatica , vol.35 , pp. 1535
    • Xu, J.-X.1    Chen, Y.2    Lee, T.H.3    Yamamoto, S.4
  • 26
    • 0034283801 scopus 로고    scopus 로고
    • Analysis and reduced-order design of quadratic criterion-based iterative learning control using singular value decomposition
    • Kim, W. C.; Chin I. S.; Lee K. S.; Choi J. Analysis and reduced-order design of quadratic criterion-based iterative learning control using singular value decomposition. Comput. Chem. Eng. 2000, 24, 1815.
    • (2000) Comput. Chem. Eng. , vol.24 , pp. 1815
    • Kim, W.C.1    Chin, I.S.2    Lee, K.S.3    Choi, J.4
  • 27
    • 0033213432 scopus 로고    scopus 로고
    • Model predictive control technique combined with iterative learning for batch processes
    • Lee, K. S.; Chin, S. I.; Lee, J. H. Model Predictive Control Technique Combined with Iterative Learning for Batch Processes. AIChE J. 1999, 45, 2175.
    • (1999) AIChE J. , vol.45 , pp. 2175
    • Lee, K.S.1    Chin, S.I.2    Lee, J.H.3
  • 28
    • 0034290928 scopus 로고    scopus 로고
    • Convergence of constrained model-based predictive control for batch processes
    • Lee, K. S.; Lee, J. H. Convergence of Constrained Model-Based Predictive Control for Batch Processes. IEEE Trans. Autom. Control 2000, 45 (10), 1928.
    • (2000) IEEE Trans. Autom. Control , vol.45 , Issue.10 , pp. 1928
    • Lee, K.S.1    Lee, J.H.2
  • 29
    • 0033871847 scopus 로고    scopus 로고
    • Model-based iterative learning control with a quadratic criterion for time-varying linear systems
    • Lee, J. H.; Lee, K. S.; Kim, W. C. Model-based iterative learning control with a quadratic criterion for time-varying linear systems. Automatica 2000, 36, 641.
    • (2000) Automatica , vol.36 , pp. 641
    • Lee, J.H.1    Lee, K.S.2    Kim, W.C.3
  • 30
    • 0035421310 scopus 로고    scopus 로고
    • An on-line batch span minimization and quality control strategy for batch and semi-batch processes
    • Lee, J.; Lee, K. S.; Lee, J. H.; Park S. An on-line batch span minimization and quality control strategy for batch and semi-batch processes. Control Eng. Pract. 2001, 9, 901.
    • (2001) Control Eng. Pract. , vol.9 , pp. 901
    • Lee, J.1    Lee, K.S.2    Lee, J.H.3    Park, S.4
  • 31
    • 0038698204 scopus 로고    scopus 로고
    • Development of learning control for reproducible and high quality operation of batch processes
    • Korea, June 4-6
    • Bonne, D.; Jørgensen, S. B. Development of Learning Control For Reproducible and High Quality Operation of Batch Processes. Proceedings of the IFAC DYCOPS'6 Symposium, Korea, June 4-6, 2001; p 449.
    • (2001) Proceedings of the IFAC DYCOPS'6 Symposium , pp. 449
    • Bonne, D.1    Jørgensen, S.B.2
  • 33
    • 1342306725 scopus 로고    scopus 로고
    • Control of batch product quality by trajectory manipulation using latent variable models
    • Flores-Cerrillo J.; MacGregor, J. F. Control of Batch Product Quality by Trajectory Manipulation using Latent Variable Models. J. Process Control 2004, 14 (5), 539.
    • (2004) J. Process Control , vol.14 , Issue.5 , pp. 539
    • Flores-Cerrillo, J.1    MacGregor, J.F.2
  • 34
    • 0028825273 scopus 로고
    • Multi-way partial least squares in monitoring batch processes
    • Nomikos, P.; MacGregor, J. F. Multi-way Partial Least Squares in Monitoring Batch Processes. Chemom. Intell. Lab. Syst. 1995, 30, 97.
    • (1995) Chemom. Intell. Lab. Syst. , vol.30 , pp. 97
    • Nomikos, P.1    MacGregor, J.F.2
  • 35
    • 0032069959 scopus 로고    scopus 로고
    • Product design through multivariate statistical analysis of process data
    • Jaeckle J. M.; MacGregor, J. F. Product Design Through Multivariate Statistical Analysis of Process Data. AIChE J. 1998, 44, 1105.
    • (1998) AIChE J. , vol.44 , pp. 1105
    • Jaeckle, J.M.1    MacGregor, J.F.2
  • 37
    • 0031117784 scopus 로고    scopus 로고
    • Product quality control in semibatch reactors using midcourse correction policies
    • Yabuki, Y.; MacGregor, J. F. Product Quality Control in Semibatch Reactors Using Midcourse Correction Policies. Ind. Eng. Chem. Res. 1997, 36, 1268.
    • (1997) Ind. Eng. Chem. Res. , vol.36 , pp. 1268
    • Yabuki, Y.1    MacGregor, J.F.2
  • 38
    • 0034661323 scopus 로고    scopus 로고
    • An Industrial experience with product quality control in semi-batch processes
    • Yabuki, Y.; Nagasawa, T.; MacGregor, J. F. An Industrial experience with product quality control in semi-batch processes. Comput. Chem. Eng. 2000, 24, 585.
    • (2000) Comput. Chem. Eng. , vol.24 , pp. 585
    • Yabuki, Y.1    Nagasawa, T.2    MacGregor, J.F.3
  • 39
    • 0037012358 scopus 로고    scopus 로고
    • Control of particle size distributions in emulsion semibatch polymerization using midcourse correction policies
    • Flores-Cerrillo J.; MacGregor, J. F. Control of Particle Size Distributions in Emulsion Semibatch Polymerization Using Midcourse Correction Policies. Ind. Eng. Chem. Res. 2002, 41, 1805.
    • (2002) Ind. Eng. Chem. Res. , vol.41 , pp. 1805
    • Flores-Cerrillo, J.1    MacGregor, J.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.