Economic dispatch using simplified personal best oriented particle swarm optimizer

被引:10
作者
Chen, C. H. [1 ]
机构
[1] Tungnan Univ, Dept Elect Engn, Taipei, Taiwan
来源
2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6 | 2008年
关键词
economic dispatch; particle swam optimization; transmission loss;
D O I
10.1109/DRPT.2008.4523471
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, the simplified personal best oriented particle swarm optimizer (SPPSO) is employed to solving economic power dispatch problem considering transmission losses. SPPSO is a simplified version of personal best oriented particle swarm optimizer (PPSO), stemming from particle swarm optimization (PSO). Although one term is eliminated from the velocity updating rule, the performance of SPPSO is not affected significantly, especially for small scale problems. Nevertheless, it gains the advantage of computation efficiency. The usefulness and capability of the proposed algorithm is verified via testing on three power systems having different numbers of committed generators. The optimal solutions obtained by the proposed method are compared with those obtained by other methods posted in literature. The results show that the proposed method indeed capable of obtaining high quality solutions quickly.
引用
收藏
页码:572 / 576
页数:5
相关论文
共 19 条
[1]   Economic dispatch based on optimal lambda using radial basis function network [J].
Aravindhababu, P ;
Nayar, KR .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2002, 24 (07) :551-556
[2]  
Bakare GA, 2005, IEEE POWER ENG SOC, P551
[3]   Chaotic ant swarm optimization to economic dispatch [J].
Cai, Jiejin ;
Ma, Xiaoqian ;
Li, Lixiang ;
Yang, Yixian ;
Peng, Haipeng ;
Wang, Xiangdong .
ELECTRIC POWER SYSTEMS RESEARCH, 2007, 77 (10) :1373-1380
[4]  
Chen CH, 2007, C IND ELECT APPL, P2362
[5]  
Chen CC, 2006, I S INTELL SIG PROC, P167
[6]   THE UNIQUENESS OF THE LOCAL MINIMUM FOR POWER ECONOMIC-DISPATCH PROBLEMS [J].
CHEN, JF ;
CHEN, HC ;
HUANG, CL .
ELECTRIC POWER SYSTEMS RESEARCH, 1995, 32 (03) :187-193
[7]   LARGE-SCALE ECONOMIC-DISPATCH BY GENETIC ALGORITHM [J].
CHEN, PH ;
CHANG, HC .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1995, 10 (04) :1919-1926
[8]  
Eberhart R., 1995, MHS 95 P 6 INT S MIC, DOI DOI 10.1109/MHS.1995.494215
[9]   Particle swarm optimization to solving the economic dispatch considering the generator constraints [J].
Gaing, ZL .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (03) :1187-1195
[10]  
Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968