Artificial bee colony optimization for multi-area economic dispatch

被引:100
作者
Basu, M. [1 ]
机构
[1] Jadavpur Univ, Kolkata 700098, India
关键词
Multi-area economic dispatch; Tie line constraints; Artificial bee colony optimization; TIE-LINE CONSTRAINTS; TRANSMISSION CAPACITY CONSTRAINTS; PARTICLE SWARM OPTIMIZATION; PRACTICAL APPROACH; GENETIC ALGORITHM; UNIT COMMITMENT; SYSTEMS; SEARCH;
D O I
10.1016/j.ijepes.2013.01.004
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents artificial bee colony optimization for solving multi-area economic dispatch (MAED) problem with tie line constraints considering transmission losses, multiple fuels, valve-point loading and prohibited operating zones. Artificial bee colony optimization is a swarm-based algorithm inspired by the food foraging behavior of honey bees. The effectiveness of the proposed algorithm has been verified on three different test systems, both small and large, involving varying degree of complexity. Compared with differential evolution, evolutionary programming and real coded genetic algorithm, considering the quality of the solution obtained, the proposed algorithm seems to be a promising alternative approach for solving the MAED problems in practical power system. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:181 / 187
页数:7
相关论文
共 25 条
[1]  
[Anonymous], 2001, Swarm Intelligence
[2]  
[Anonymous], 2003, Self-Organization in Biological Systems
[3]  
[Anonymous], P IEEE KTH STOCKH PO
[4]  
[Anonymous], 1999, Swarm Intelligence
[5]   Direct search method for solving economic dispatch problem considering transmission capacity constraints [J].
Chen, CL ;
Chen, NM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (04) :764-769
[6]   Improved genetic algorithm for power economic dispatch of units with valve-point effects and multiple fuels [J].
Chiang, CL .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (04) :1690-1699
[7]   A REVIEW OF RECENT ADVANCES IN ECONOMIC-DISPATCH [J].
CHOWDHURY, BH ;
RAHMAN, S .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (04) :1248-1259
[8]   TRANSMISSION CONSTRAINED PRODUCTION COST-ANALYSIS IN POWER SYSTEM PLANNING [J].
DESELL, AL ;
TAMMAR, K ;
MCCLELLAND, EC ;
VANHORNE, PR .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1984, 103 (08) :2192-2198
[9]   AN ANALYSIS OF ELECTRIC-POWER BROKERAGE SYSTEMS [J].
DOTY, KW ;
MCENTIRE, PL .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1982, 101 (02) :389-396
[10]   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