Bee colony optimization for combined heat and power economic dispatch

被引:138
作者
Basu, M. [1 ]
机构
[1] Jadavpur Univ, Dept Power Engn, Kolkata 700098, India
关键词
Cogeneration; Combined heat and power economic dispatch; Bee colony optimization; SEARCH ALGORITHM;
D O I
10.1016/j.eswa.2011.03.067
中图分类号
TP18 [人工智能理论];
学科分类号
140502 [人工智能];
摘要
This paper presents a novel optimization approach to the combined heat and power economic dispatch problem by using bee colony optimization algorithm. The algorithm is a swarm-based algorithm inspired by the food foraging behavior of honey bees. The performance of the proposed algorithm is validated by illustration with a test system. The results of the proposed approach are compared with those of particle swarm optimization, real-coded genetic algorithm and evolutionary programing techniques. From numerical results, it is seen that bee colony optimization based approach is able to provide a better solution at a lesser computational effort. (C) 2011 Published by Elsevier Ltd.
引用
收藏
页码:13527 / 13531
页数:5
相关论文
共 11 条
[1]
[Anonymous], 2001, Swarm Intelligence
[2]
[Anonymous], 2003, Self-Organization in Biological Systems
[3]
[Anonymous], 1999, Swarm Intelligence
[4]
An algorithm for combined heat and power economic dispatch [J].
Guo, T ;
Henwood, MI ;
vanOoijen, M .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1996, 11 (04) :1778-1784
[5]
KARABOGA D, 2005, TR06T ERC U ENG FAC
[6]
STATIC ECONOMIC-DISPATCH FOR COGENERATION SYSTEMS [J].
ROOIJERS, FJ ;
VANAMERONGEN, RAM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1994, 9 (03) :1392-1398
[7]
Combined heat and power economic dispatch by improved ant colony search algorithm [J].
Song, YH ;
Chou, CS ;
Stonham, TJ .
ELECTRIC POWER SYSTEMS RESEARCH, 1999, 52 (02) :115-121
[8]
An incorporated algorithm for combined heat and power economic dispatch [J].
Su, CT ;
Chiang, CL .
ELECTRIC POWER SYSTEMS RESEARCH, 2004, 69 (2-3) :187-195
[9]
Combined heat and power economic dispatch by harmony search algorithm [J].
Vasebi, A. ;
Fesanghary, M. ;
Bathaee, S. M. T. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2007, 29 (10) :713-719
[10]
Stochastic combined heat and power dispatch based on multi-objective particle swarm optimization [J].
Wang, Lingfeng ;
Singh, Chanan .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2008, 30 (03) :226-234