An improved genetic algorithm for generation expansion planning

IEEE Transactions on Power Systems

Volumn 15, Issue 3, 2000, Pages 916-922

  Park, Jong Bae ^a   Park, Young Moon ^b   Won, Jong Ryul ^c   Lee, Kwang Y ^d  

^a Anyang University   (South Korea)

^b Seoul National University   (South Korea)

^c Korea Electric Power Research Institute (KEPRI)   (South Korea)

^d The Pennsylvania State University   (United States)

Author keywords

Generation expansion planning; Genetic algorithm; Global optimization; Improved genetic algorithm

Indexed keywords

CONSTRAINT THEORY; DYNAMIC PROGRAMMING; ELECTRIC POWER PLANTS; ELECTRIC POWER SYSTEMS; GENETIC ALGORITHMS; NONLINEAR PROGRAMMING; PLANNING; RANDOM PROCESSES;

GENERATION EXPANSION PLANNING; STOCHASTIC CROSSOVER;

ELECTRIC POWER GENERATION;

EID: 0034243303     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/59.871713     Document Type: Article

References (20)

1. S. T. Jenkins and D. S. Joy, "Wien automatic system planning package (WASP) - An electric utility optimal generation expansion planning computer code," Oak Ridge National Laboratory, Oak Ridge, TN, ORNL4945, 1974.
2. Electric Power Research Institute (EPRI), "Electric generation expansion analysis system (EGEAS),", Palo Alto, CA, EPRI EL2561, 1982.
3. S. Nakamura, "A review of electric production simulation and capacity expansion planning programs," Energy Research, vol. 8, pp. 231-240, 1984.
4. P. Masse and R. Gilbrat, "Application of linear programming to investments in the electric power industry," Management Science, vol. 3, no. 2, pp. 149-166, 1957.
5. J. A. Bloom, "Long-range generation planning using decomposition and probabilistic simulation," IEEE Trans. on PAS, vol. 101, no. 4, pp. 797-802, 1982.
6. Y. M. Park, K. Y. Lee, and L. T. O. Youn, "New analytical approach for long-term generation expansion planning based maximum principle and Gaussian distribution function," IEEE Trans. on PAS, vol. 104, pp. 390-397, 1985.
7. A. K. David and R. Zhao, "Integrating expert systems with dynamic programming in generation expansion planning," IEEE Trans. on PWRS, vol. 4, no. 3, pp. 1095-1101, 1989.
8. _, "An expert system with fuzzy sets for optimal planning," IEEE Trans. on PWRS, vol. 6, no. 1, pp. 59-65, 1991.
9. Y. Fukuyama and H. Chiang, "A parallel genetic algorithm for generation expansion planning," IEEE Trans. on PWRS, vol. 11, no. 2, pp. 955-961, 1996.
10. Y. M. Park, J. B. Park, and J. R. Won, "A genetic algorithms approach for generation expansion planning optimization," in P roc. of the IFAC Symposium on Power Systems and Power Plant Control, Pergamon, UK, 1996, pp. 257-262.
11. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning, MA: Addison-Wesley Publishing Company Inc., 1989.
12. D. C. Walters and G. B. Sheble, "Genetic algorithm solution of economic dispatch with valve point loading," IEEE Trans. on PWRS, vol. 8, no. 3, pp. 1325-1332, 1993.
13. P. H. Chen and H. C. Chang, "Large-scale economic dispatch by genetic algorithm," IEEE Trans. on PWRS, vol. 10, no. 4, pp. 1919-1926, 1995.
14. D. Dasgupta and D. R. McGregor, "Thermal unit commitment using genetic algorithms," IEE Proc. - Gener. Transm. Distrib., vol. 141, no. 5, pp. 459-465, 1994.
15. G. B. Sheble, T. T. Maifeld, K. Brittig, and G. Fahd, "Unit commitment by genetic algorithm with penalty methods and a comparison of Lagrangian search and genetic algorithm-economic dispatch algorithm," Int. Journal of Electric Power & Energy Systems, vol. 18, no. 6, pp. 339-346, 1996.
16. K. Iba, "Reactive power optimization by genetic algorithm," IEEE Trans. on PWRS, vol. 9, no. 2, pp. 685-692, 1994.
17. K. Y. Lee, X. Bai, and Y. M. Park, "Optimization method for reactive power planning using a genetic algorithm," IEEE Trans. on PWRS, vol. 10, no. 4, pp. 1843-1850, 1995.
18. K. Y. Lee and F. F. Yang, "Optimal reactive power planning using evolutionary algorithms: A comparative study for evolutionary programming, evolutionary strategy, genetic algorithm, and linear programming," IEEE Trans. on PWRS, vol. 13, no. 1, pp. 101-108, 1998.
19. R. Dimeo and K. Y. Lee, "Boiler-Turbine control system design using a genetic algorithm," IEEE Trans. on Energy Conversion, vol. 10, no. 4, pp. 752-759, 1995.
20. Y. Zhao, R. M. Edwards, and K. Y. Lee, "Hybrid feedforward and feedback controller design for nuclear steam generators over wide range operation using genetic algorithm," IEEE Trans. on Energy Conversion, vol. 12, no. 1, pp. 100-106, 1997.