Adaptive heuristic temperature control of a batch polymerisation reactor

Z. Zeybek1, S. Yüce2, H. Hapoğlu1, M. Alpbaz1
1Department of Chemical Engineering, Ankara University, 06100 Tandogan, Ankara, Turkey
2Department of Chemical Engineering, Cumhuriyet University, Sivas, Turkey

Tài liệu tham khảo

Pollard, 1992, Process Identification using Neural Networks, Comput. Chem. Eng., 16, 253, 10.1016/0098-1354(92)80046-C Chouai, 2000, Multivariable control of a pulsed liquid–liquid extraction column by neural networks, Neural Comput. Applic., 9, 181, 10.1007/s005210070011 Hussain, 2000, Implementation of an inverse-model-based control strategy using neural networks on a partially simulated exothermic reactor, Trans. IChemE, 78, 299, 10.1205/026387600527167 Sørensen, 1999, Implementation of neural network based non-linear predictive control, Neurocomputing, 28, 37, 10.1016/S0925-2312(98)00114-3 Ma, 2000, Adaptive control of non-linear pressure tanks using grey box modelling with neural networks, J. Appl. Comput. Sci., 8, 45 Lightbody, 1997, Neural modelling of chemical plant using MLP and B-spline networks, Contr. Eng. Pract., 5, 1501, 10.1016/S0967-0661(97)10004-1 Jung, 1995, Event-based intelligent control of saturated chemical plant using an endomorphic neural network model, J. Intell. Manuf., 6, 365, 10.1007/BF00124063 Tzanos, 1998, Simulation of dynamic processes with adaptive neural networks, Trans. Am. Nucl. Soc., 78, 73 Yang, 1999, Multi-stage modelling of a semi-batch polymerisation reactor using artificial neural networks, Trans. IChemE, 77, 779, 10.1205/026387699526773 Wang, 1994, Non-linear adaptive control of batch polymerisation, Comput. Chem. Eng., 18, 397, 10.1016/0098-1354(94)80065-0 Dittmar, 1991, Predictive control of a non-linear open-loop unstable polymerisation reactor, Chem. Eng. Sci., 45, 2679, 10.1016/0009-2509(91)80061-3 A.G. Barton, R.S. Sutton, C.W. Anderson. Neurone-like adaptive elements that can solve difficult learning control problem, IEEE Trans. Syst.: Man Cybernet, SMC.13 (5) (1983) 834–846. D. Michie, R.A. Chambers, Boxes: an experiment in adaptive control, in: E. Dale, D. Michie (Eds.), Machine Intelligence, vol. 2, Oliver and Boyd, Edinburg, pp. 137–152. D. Michie, R.A. Chambers, Boxes as a model of pattern-formation, in: C.H. Waddington (Ed.), Towards A Theoretical Biology, vol. 1, Edinburgh University Press, Prolegomena, Edinburgh, 1968, pp. 206–215. S. Yüce, Non-linear model predictive control of reactor temperature in agitated batch polymerisation reactor operating optimal condution, Ph.D. thesis, University of Ankara, Ankara, 2001. Hapoglu, 2000, Optimal temperature control in a batch polymerization reactor using nonlinear generalized predictive control, Chem. Eng. Comm., 183, 155, 10.1080/00986440008960507 J.C. Hoskins, D.M. Himmelblau, Process control via neural networks and reinforcement learning, in: AIChE Annual Meeting, Chicago, IL, November 1990. Z. Zeybek, T. Karapýnar, H. Hapoğlu, M. Alpbaz, For the treatment of wastewater the pH control with adaptive heuristic criticism, in: Proceedings of the National Automatic Control Conference, TOK 2002, METU, Ankara, Turkey, 9–11 September 2002, pp. 415–423.