ADAPTIVE FUZZY MODEL BASED PREDICTIVE CONTROL OF AN EXOTHERMIC BATCH CHEMICAL REACTOR∗

REFERENCES

• Berber , R. ( 1996 ) “ Control of Batch Reactors: A Review ”, Trans. IChemE. , 74 (A), 3 – 20 .
   Google Scholar
• Chang , J. S. , Hsu , J. S. and Sung , Y. T. ( 1996 ) “ Trajectory Tracking of an Optimizing Path in a Batch Reactor: Experimental Study ”, Ind. Eng. Chem. Res. , 35 , 2247 – 2260 .
   Web of Science ®Google Scholar
• Clarke–Pringle , T. and MacGregor , J. F. ( 1997 ) “ Nonlinear Adaptive Temperature Control of Multi–Product Semi–Batch Polymerization Reactors ”, Comput.Chem.Eng. , 21 , 1395 – 1409 .
   Web of Science ®Google Scholar
• Cott , B. J. and Macchietto , S. ( 1989 ) “ Temperature Control of Exothermic Batch Reactors Using Generic Model Control ”, Ind. Eng. Chem. Res. , 28 , 1177 – 1184 .
   Web of Science ®Google Scholar
• Defaye , G. , Regnier , N. , Chabanon , J. , Caralp , L. and Vidal , C. ( 1993 ) “ Adaptive–Predictive Temperature Control of Semi–Batch Reactors ”, Chem. Eng. Sci. , 48 , 3373 – 3382 .
   Web of Science ®Google Scholar
• Garrido , R. , Adroer , M. and Poch , M. ( 1997 ) “ Wastewater Neutralization Control Based in Fuzzy Logic: Simulation Results ”, Ind. Eng. Chem. Res. , 36 , 1665 – 1674 .
   Web of Science ®Google Scholar
• Gentric , C. , Pla , F. and Corriou , J. P. ( 1997 ) “ Experimental Study of the Nonlinear Geometric Control of a Batch Emulsion Polymerization Reactor ”, Comput. Chem. Eng. , 21 (S), 1043 – 1048 .
   Google Scholar
• Goodwin , G. C. and Sin , K. S. , “ Adaptive Filtering Prediction and Control ”, Prentice–Hall , Englewood Cliffs , New Jersey , 1984 .
   Google Scholar
• Hugo , P. ( 1981 ) “ Start–Up and Operation of Exothermic Batch Processes ”, Get. Chem. Eng. , 4 , 161 – 173 .
   Google Scholar
• Jutan , A. and Uppal , A. ( 1984 ) “ Combined Feedforward–Feedback Servo Control Scheme for an Exothermic Batch Reactor ”, Ind. Eng. Chem. Proc. Des. Dev. , 23 , 597 – 602 .
   Web of Science ®Google Scholar
• Kiparissides , C. and Shah , S. L. ( 1983 ) “ Self–Tuning and Stable Adaptive Control of a Batch Polymerization Reactor ”, Automatica , 19 , 225 – 235 .
   Web of Science ®Google Scholar
• Lewin , D. R. and Lavie , R. ( 1990 ) “ Designing and Implementing Trajectories in an Exothermic Batch Chemical Reactor ”, Ind. Eng. Chem. Res. , 29 , 89 – 96 .
   Google Scholar
• Linkens , D. A , and Kandiah , S. ( 1996 ) “ Long–Range Predictive Control Using Fuzzy Process Models ”, Trans. IChemE. , 74(A) , 77 – 88 .
   Google Scholar
• Merkle , J. E. and Lee , W. K. ( 1989 ) “ Adaptive Strategies for Automatic Startup and Temperature Control of a Batch Process ”, Comput. Chem. Eng. , 13 , 87 – 103 .
   Web of Science ®Google Scholar
• Nagy , Z. and Agachi , S. ( 1997 ) “ Model Predictive Control of a PVC Batch Reactor ”, Comput. Chem. Eng. , 21 , 571 – 591 .
   Web of Science ®Google Scholar
• Peng , C. Y. and Jang , S. S. ( 1994 ) “ Nonlinear Rule Based Model Predictive Control of Chemical Processes ”, Ind. Eng. Chem. Res. , 33 , 2140 – 2150 .
   Web of Science ®Google Scholar
• Postlethwaite , B. ( 1994 ) “ A Model–Based Fuzzy Controller ”, Trans. IChemE. , 72(A) , 38 – 46 .
   Google Scholar
• Postlethwaite , B. E. , Brown , M. and Sing , C. H. ( 1997 ) “ A New Identification Algorithm for Fuzzy Relational Models and its Application in Model–Based Control ”, Trans. IChemE. , 75(A) , 453 – 458 .
   Google Scholar
• Rotstein , G. E. and Lewin , D. R. , ( 1992 ) “ Control of an Unstable Batch Chemical Reactor ”, Comput. Chem. Eng. , 16 , 27 – 49 .
   Web of Science ®Google Scholar
• Sing , C. H. and Postlethwaite , B. ( 1996 ) “ Fuzzy Relational Model–Based Control Applying Stochastic and Iterative Methods for Model Identification ”, Trans. IChemE. , 74 ( A ), 70 – 76 .
   Google Scholar
• Song , J. J. and Park , S. ( 1993 ) “ A Fuzzy Dynamic Learning Controller for Chemical Process Control ”, Fuzzy Sets and Systems , 54 , 121 – 133 .
   Google Scholar
• Soroush , M. and Kravaris , C. ( 1992 ) “ Nonlinear Control of a Batch Polymerization Reactor: An Experimental Study ”, AIChEJ. , 38 , 1429 – 1448 .
   Web of Science ®Google Scholar
• Suzuki , K. , Bito , K. and Naka , Y. ( 1992 ) “ Multi–Model Control of a Distillation System Using Fuzzy Rules ”, J. Chem. Eng. Jpn. , 25 , 697 – 702 .
   Web of Science ®Google Scholar
• Takagi , T. and Sugeno , M. ( 1985 ) “ Fuzzy Identification of Systems and its Applications to Modeling and Control ”, IEEE Trans. Sys. Man. and Cyber. , 15 , 116 – 132 .
   Web of Science ®Google Scholar
• Venkateswarlu , Ch. and Gangiah , K. ( 1995 ) “ Fuzzy Modeling and Control of Batch Beer Fermentation ”, Chem. Eng. Commun. , 138 , 89 – 111 .
   Web of Science ®Google Scholar
• Venkateswarlu , Ch. and Gangiah , K. ( 1996 ) “ Dynamic Fuzzy Adaptive Control of Nonlinear Unstable Processes ”, Proc. 5th World Congress of Chemical Engineering, , Sandiego , California , 1 , 925 – 930 .
   Google Scholar
• Westerterp , K. R. , Van Swaaij , W. P. M. and Beenackers , A. A. C. M. , Chemical Reactor Design and Operation. , Wiley , New York , 1984 .
   Google Scholar
• Wu , A. T. , Ju , M. S. and Tsuei , Y. G. ( 1993 ) “ Comparison of Fuzzy Logic and Self–Tuning Adaptive Control of Single–Link Flexible Arm ”, Mechatronics , 3 , 451 – 464 .
   Web of Science ®Google Scholar
• Yamada , Y. , Haneda , K. , Murayama , S. and Shiomi , S. ( 1991 ) “ Application of Fuzzy Control System to Coenzyme Q10 Fermentation ”, J. Chem. Eng. Jpn. , 24 , 94 – 99 .
   Web of Science ®Google Scholar
• Yamashita , Y. , Matsumoto , S. and Suzuki , M. ( 1988 ) “ Start–Up of a Catalytic Reactor by Fuzzy Controller ”, J. Chem. Eng. Jpn. , 21 , 277 – 282 .
   Google Scholar
• Ydstie , B. E. , Kershenbaum , L. S. and Sargent , R. W. H. ( 1985 ) “ Theory and Application of an Extended Horizon Self–Tuning Controller ”, AlChEJ. , 31 , 1771 – 1780 .
   Web of Science ®Google Scholar
• ∗IICT Communication No. 4109
   Google Scholar