An Improved PSO Approach for Profit-based Unit Commitment in Electricity Market

作者: Yuan Xiaohui , Yuan Yanbin , Wang Cheng , Zhang Xiaopan

DOI: 10.1109/TDC.2005.1546833

关键词:

摘要: In this paper, we propose a formulation of the unit commitment problem based on profit under deregulated electricity market (PBUC). We express as mixed integer nonlinear optimization in which objective is to maximize profits for generation company and decisions are required meet all kinds operating constraints. Under assumption competitive price forecasting, developed an improved discrete binary particle swarm (PSO) standard value PSO solve PBUC iteratively. A with 10 generating units used demonstrate effectiveness proposed approach. Simulation results compared those obtained from reference method

参考文章(10)
G.B. Sheble, G.N. Fahd, Unit commitment literature synopsis IEEE Transactions on Power Systems. ,vol. 9, pp. 128- 135 ,(1994) , 10.1109/59.317549
J. Kennedy, R.C. Eberhart, A discrete binary version of the particle swarm algorithm systems man and cybernetics. ,vol. 5, pp. 4104- 4108 ,(1997) , 10.1109/ICSMC.1997.637339
K.S. Swarup, S. Yamashiro, Unit Connuitment Solution Methodology Using Genetic Algorithm IEEE Transactions on Power Systems. ,vol. 17, pp. 87- 91 ,(2002) , 10.1109/59.982197
Chung-Ching Su, Yuan-Yih Hsu, Fuzzy dynamic programming: an application to unit commitment IEEE Transactions on Power Systems. ,vol. 6, pp. 1231- 1237 ,(1991) , 10.1109/59.119271
J. Kennedy, R. Eberhart, Particle swarm optimization international conference on networks. ,vol. 4, pp. 1942- 1948 ,(2002) , 10.1109/ICNN.1995.488968
Chuan-Ping Cheng, Chih-Wen Liu, Chun-Chang Liu, Unit commitment by Lagrangian relaxation and genetic algorithms IEEE Transactions on Power Systems. ,vol. 15, pp. 707- 714 ,(2000) , 10.1109/59.867163
P. Attaviriyanupap, H. Kita, E. Tanaka, Jun Hasegawa, A hybrid LR-EP for solving new profit-based UC problem under competitive environment IEEE Transactions on Power Systems. ,vol. 18, pp. 229- 237 ,(2002) , 10.1109/TPWRS.2002.807080
Eric H Allen, Marija D Ilic, Reserve markets for power systems reliability IEEE Transactions on Power Systems. ,vol. 15, pp. 228- 233 ,(2000) , 10.1109/59.852126
K. S. Swarp, S. Yamashiro, Unit Connuitment Solution Methodology Using Genetic Algorithm IEEE Power & Energy Magazine. ,vol. 22, pp. 70- 71 ,(2002) , 10.1109/MPER.2002.4311693