SYSTEMATIC DERIVATIONS OF MODEL PREDICTIVE CONTROL BASED ON ARTIFICIAL NEURAL NETWORK

References

• Bhat , N. and McAvoy , T. J. ( 1990 ) “ Use of Neural Nets for Dynamic Modeling and Control of Chemical Process Systems ”, Comput. Chem. Eng. , 14 ( 5 ), 573 – 583 .
   Web of Science ®Google Scholar
• Chen , J , and Bruns , D. D. ( 1995 ) “ WaveARX Neural Network Development System Identification Using a Systematic Design Synthesis ”, Ind. Eng. Chem. Res. , 34 , 4420 – 2235 .
   Google Scholar
• Haeslop , D. and Holt , B. R. ( 1990 ) “ A Neural Network Structure for System Identification ”, American Control Conference , 2460 – 2465 .
   Google Scholar
• Hernandez , E. and Arkun , Y. ( 1992 ) “ Study of the Control-Relevant Properties of Back Propagation Neural Network Models of Nonlinear Dynamic Systems ”, Comput. Chem. Eng. , 16 ( 4 ), 227 – 240 .
   Web of Science ®Google Scholar
• Hunt , K. J. , Sbarbaro , K. , Zbikowski , R. and Gawthrop , P. J. ( 1992 ) “ Neural Network for Control System - A Survey ”, Automatica , 28 ( 6 ), 1083 – 1120 .
   Web of Science ®Google Scholar
• Ishida , M. and Zhan , J. ( 1995 ) “ Neural Model-Predictive Control of Distributed Parameter Crystal Growth Process ”, AIChE J. , 41 ( 10 ), 2333 – 2336 .
   Web of Science ®Google Scholar
• Kodogiannis , V. S. , Lisboa , P. J. G. and Lucas , J. ( 1996 ) “ Neural Network Modeling and Control for Underwater Vechicles ” Artificial Intelligence in Engineering , 1 , 203 – 212 .
   Google Scholar
• Koivisto , H. , Kimpimaki , P. and Koivo , H. ( 1991 ) “ Neural Net Based Control of the Heating Process ”, In Artificial Neural Networks , eds. T. Kohonen and K. Makisara , North-Holland , Amsterdam , 1277 – 1280 .
   Google Scholar
• Ma , X. and Loh , R. N. K. ( 1994 ) “ Neural Network-Based Successive One-Step-Ahead Control of Nonlinear Systems ”, American Control Conference , 2129 – 2133 .
   Google Scholar
• Montague , G. A. , Willis , M. J . and Morris , A. J. ( 1994 ) “ Artificial Neural Network Model Based Control ”, American Control Conference , 2134 – 2137 .
   Google Scholar
• Montague , G. A. , Willis , M. J . , Tham , M. T. and Morris , A. J. ( 1991 ) “ Artificial Neural Network Based Multivariable Predictive Control ”, IEEE Trans on Neural Networks , 119 – 123 .
   Google Scholar
• Narendra , K. S. and Parthsarathy , K. ( 1990 ) “ Identification and Control of Dynamic System Using Neural Network ”, IEEE Trans. Neural Network , 1 ( 1 ), 4 – 27 .
   PubMedGoogle Scholar
• Psaltis , D. , Sideris , A. and Yamamura , A. A. ( 1988 ) “ A Multilayered Neural Network Controller ”, IEEE Control System Magazine , 8 ( 2 ), 17 – 21 ,
   Google Scholar
• Psichogios , D. C. and Ungar , L. H. ( 1992 ) “ A Hybrid Neural Network-First Principle Approach to Process Modeling ”, AIChE J. , 38 ( 10 ), 1499 – 1511 .
   Web of Science ®Google Scholar
• Psichogios , D. C. and Ungar , L. H. ( 1991 ) “ Direct and Indirect Model Based Control Using Artificial Neural Networks ”, Ind. Eng. Chem. Res. , 30 , 2564 – 2573 .
   Web of Science ®Google Scholar
• Saint-Donat , J. , Bhat , N. and McAvoy , T. J. ( 1991 ) “ Neural Net Based Model Predictive Control ”, Int. J. Control , 54 ( 6 ), 1453 – 1468 .
   Web of Science ®Google Scholar