Intelligent predictive control of a power plant with evolutionary programming optimizer and neuro-fuzzy identifier

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002

Volumn 2, Issue , 2002, Pages 1308-1313

  Ghezelayagh, Hamid ^a   Lee, Kwang Y ^a  

^a The Pennsylvania State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER PROGRAMMING; GENETIC ALGORITHMS; INTELLIGENT SYSTEMS; MIMO SYSTEMS;

CONTROL INPUTS; ERROR BACK-PROPAGATION; INTELLIGENT PREDICTIVE CONTROL; INTELLIGENT PREDICTIVE CONTROLLERS; MULTI-INPUT MULTI-OUTPUT NONLINEAR SYSTEMS; PREDICTION HORIZON; PREDICTIVE CONTROL; RULE GENERATION;

CONTROLLERS;

EID: 27144462904     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2002.1004432     Document Type: Conference Paper

References (14)

1. K. J. Astrom and B. Wittenmark: Adaptive Control. Reading, MA, Addison-Wesley, 1989.
2. R. Garduno-Ramírez and K. Y. Lee, "Wide range operation of a power unit via feedforward fuzzy control, IEEE Trans. "Energy Conversion, vol. 15, no. 4, pp. 421-426. 2000.
3. H. Tolle and E. Ersu: "Neurocontrol; Learning Control Systems Inspired by Neuronal Architectures and Human Problem Solving. "Lecture notes in control and information Sciences, Berlin, Springer-Verlag, 1992.
4. I. Saint-Donat, N. Bhat and T. J. McAvoy: Neural-Net based model predictive control. Advances in Intelligent Control, C. J. Hams (Ed. ), London, Taylor and Francis, 1994.
5. D. Clarke: Advances in model-based prediction control. Oxford University Press, New York, 1994.
6. J. B. Rawlings, E. S. Meadows, K. R. Muske, "Nonlinear model predictive control: A tutorial and survey, "Proceedings on ADCHEM 94, Kyoto, Japan, 1994.
7. K. J. Astrom, and R. D. Bell: Dynamic models for boilerturbine-alternator units: Data logs and parameter estimation for a 160 MW unit. In: Report LUTFDZ / (TFRT-3192) / 1-137 / (1987), Department of Automatic Control, Lung Institute of Technology, Lund, Sweden, 1987.
8. L. J. Fogel: The future of evolutionary programming. Proceedings of the 24Ih Asilomar Conference on Signals, Systems, and Computers. Pacific Grove, CA, 1991.
9. L. L. Lai: Intelligent system application in power engineering; Evolutionary programming and neural networks. John Wiley & Sons Inc. NY, USA, 1998.
10. K. S. Narandra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks, "IEEE Trans. Neural Networks, vol. 1, no. 1, pp. 4-27, 1990.
11. H. Ghezelayagh and K. Y. Lee, "Neuro-Fuzzy Identifier of a Boiler System, "Engineering Intelligent Systems, vol. 4, pp. 221-23 I, 1999.
12. D. E. Goldberg: Genetic Algorithm in Search, Optimization, and Machine Learning. Reading, MA, Addison-Wesley, 1989.
13. A. J. Mason, "Partition coefficients, static deception and deceptive problems for non-binary alphabets, "Proceedings of the 4th International Conference on Genetic Algorithms, pp. 2 10-2 14, 199 1.
14. R. Dimeo and K. Y. Lee, "Boiler-turbine control system design using a Genetic Algorithm, "IEEE Trans. Energy Conversion, vol. 10, no. 4, pp. 752-759, 1995.