New enhanced particle swarm optimization method for unit commitment

Dianli Xitong Zidonghua/Automation of Electric Power Systems

Volumn 29, Issue 1, 2005, Pages 34-37

  Yuan, Xiao Hui ^a   Wang, Cheng ^a   Yuan, Yan Bin ^b   Zhang, Yong Chuan ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b WUHAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Economic dispatch; Particle swarm optimization (PSO); Swarm intelligence; Unit commitment

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; OPTIMIZATION;

ECONOMIC DISPATCH; PARTICLE SWARM OPTIMIZATION; SWAP MUTATION OPERATOR; SWARM INTELLIGENCE; UNIT COMMITMENT;

ELECTRIC GENERATORS;

EID: 14344250173     PISSN: 10001026     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (19)

1. SHEBLE G B, FAHD G N. Unit Commitment Literature Synopsis. IEEE Trans on Power Systems, 1994, 9(1): 128-135
2. YUAN Xiao-hui, YUAN Yan-bin. A Survey of Modern Intelligence Optimization Methods for Unit Commitment in Electric Power Systems. Electric Power Automation Equipment, 2003, 23(2): 73-78.
3. CHEN Hao-yong, WANG Xi-fan. A Survey of Optimization-based Methods for Unit Commitment. Automation of Electric Power Systems, 1999, 23(4): 51-56.
4. SU Chung-Ching, HSU Yuan-Yih. Fuzzy Dynamic Programming: An Application to Unit Commitment. IEEE Trans on Power Systems, 1991, 6(3): 1231-1237.
5. WALSH M P, OMALLEY M J. Augmented Hopfield Network for Unit Commitment and Economic Dispatch. IEEE Trans on Power Systems, 1997, 12(4): 1765-1774.
6. MANTAWY A H, ABDEL-MAGID Y L, SELIM S Z. A Simulated Annealing Algorithm for Unit Commitment. IEEE Trans on Power Systems, 1998, 13(1): 197-204.
7. MANTAWY A H, ABDEL-MAGID Y L, SELIM S Z. Unit Commitment by Tabu Search. IEE Proceedings - Generation, Transmission and Distribution, 1998, 145(1): 56-64.
8. CHENG Chuan-Ping, LIU Chih-Wen, LIU Chun-Chang. Unit Commitment by Lagrangian Relaxation and Genetic Algorithms. IEEE Trans on Power Systems, 2000, 15(2): 707-714.
9. WANG Feng, ZHU Yi-ying, BAI Xiao-min. Study of GA-based Unit Commitment. Automation of Electric Power Systems, 2003, 27(6): 36-41.
10. WU Jin-hua, WU Yao-wu, XIONG Xin-yin. Optimization of Unit Commitment by Improved Hopfield Neural Network Algorithm. Automation of Electric Power Systems, 2003, 27(7): 41-44.
11. FAN Wei, GUAN Xiao-hong. Dynamic Optimization Dispatching Method and Its Application with State Constraints. Automation of Electric Power Systems, 2002, 26(13): 38-42.
12. KENNEDY J, EBERHART R. Particle Swarm Optimization. In: Proc of IEEE Conference on Neural Networks, Vol 4. Perth (Australia): 1995. 1942-1948.
13. YOSHIDA H, KAWATA K, FUKUYMA Y. A Particle Swarm Optimization for Reactive Power and Voltage Control Security Assessment. IEEE Trans on Power Systems, 2000, 15(4): 1232-1239.
14. CHENG Ying, JU Ping, WU Feng. PS Algorithm in Load Parameter Identification and Its Comparison with Genetic Algorithm. Automation of Electric Power Systems, 2003, 27(11): 25-29.
15. HU Jia-sheng, GUO Chuang-xin, CAO Yi-jia. Generator Parameter Identification Based on Extended Particle Swarm Optimization Method. Automation of Electric Power Systems, 2004, 28(6): 35-40.
16. GAING Zwe-Lee. Discrete Particle Swarm Optimization Algorithm for Unit Commitment. In: Proceedings of IEEE Power Engineering Society General Meeting, Vol 1. Toronto, Ontario (Canada): 2003. 418-424.
17. KENNEDY J, Eberhart R C. A Discrete Binary Version of the Particle Swarm Algorithm. In: Proceedings of the Conference on Systems, Man and Cybernetics. Piscataway (NJ): 1997. 4104-4108.
18. KAZAKHS S A, BAKIRTZIS A G. A Genetic Algorithm Solution to the Unit Commitment Problem. IEEE Trans on Power Systems, 1996, 11(1): 83-92.
19. SWARUP K S, YAMASHIRO S. Unit Commitment Solution Methodology Using Genetic Algorithm. IEEE Trans on Power Systems, 2002, 17(1): 87-91.