A real-coded genetic algorithm involving a hybrid crossover method for power plant control system design

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002

Volumn 2, Issue , 2002, Pages 1069-1074

  Lee, Kwang Y ^a   Mohamed, Parvez Syed ^a  

^a The Pennsylvania State University   (United States)

Author keywords

genetic algorithm; optimization; power plant control; real coded genetic algorithm

Indexed keywords

ALGORITHMS; CONTROL SYSTEMS; OPTIMIZATION; POWER PLANTS; SYSTEMS ANALYSIS;

BINARY CODED GENETIC ALGORITHMS; BOILER-TURBINE CONTROL; CONVERGENCE RATES; HYBRID CROSSOVER METHODS; ITS APPLICATIONS; POWER PLANT CONTROL; REAL-CODED GENETIC ALGORITHM; SIMULATION TIME;

GENETIC ALGORITHMS;

EID: 84901394069     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2002.1004391     Document Type: Conference Paper

References (13)

1. O.I. Elgerd, Electric Energy Systems Theory: An Introduction: McGraw-Hill, 1971.
2. I.G. Klefenz, Automatic Control of Steam Power Plants, 3rd Edition, Binliographisches institut, 1986.
3. R. Garduno-Ramirez and K. Y. Lee, "Multiobjcctive optimal power plant operation through coordinate control with pressure Set point scheduling," IEEE Trans. on Energy Conversion, Vol. 16, No 2, pp. 115-122, June 2001.
4. J. G Zeigler and N. B Nichols, "Optimal settings for automatic controllers," Trans. ASME, Vol. 64, No. II, pp. 759-768, 1942.
5. R. Dimco and Kwang Y. Lee, "Boiler-turbine control system design using a genetic algorithm" IEEE Trans. on Energy Conversion, Vol. 10, No. 4, pp. 752-759, December 1995.
6. J. Holland, Adaptation in Natural and Artificial Systems, MIT Press, Cambridge, MA, 1992.
7. M. Gen and R. Cheng, Genetic Algorithms and Engineering Optimization, John Wiley & Sons, New York, 2000.
8. L. Eshelman and J. Schaffer, "Real-coded genetic algorithms and interval-schemata," in L. Whitley, editor, Foundations of Genetic Algorithms, Vol. 2, pp. 187-202, Morgan Kaufmann Publishers, San Francisco, 1993.
9. D. Dumitrescu, B. Lazzerini, L. C. Jain, and A. Dumitrescu, Evolutionary Computation, CRC Press International Series on Computational Intelligence, 2000.
10. Z. Michalewicz, Genetic algorithms+data structure=evolutionary programs, 3rd Edition, Springer-Verlag, New York, 1996.
11. R.D. Bell and K.J. Astrom, Dynamic Models for Boiler-Turbine Units: Data logs and parameter estimation for a 160 MW Lund Institute of technology, Sweden, 1987.
12. Parvez Syed Mohamed, Real Coded Genetic Algorithm with Hybrid Crossover and Its Application to Fuel Cell Power Plant Control Masters Thesis in Electrical Engineering, The Pennsylvania State university, pp. 38-52, Dec 2001.
13. Adel Ben-Abdennour and K. Y. Lee, "A decentralized controller design for a power plant using robust local controllers and functional mapping" IEEE Tran. Energy Conversion, Vol. 11, No 2, pp 394-398, June 1996.