A Novel Selective Particle Swarm Optimization Approach for Combined Heat and Power Economic Dispatch

被引:62
作者
Ramesh, V. [1 ]
Jayabarathi, T. [1 ]
Shrivastava, Nishant [1 ]
Baska, Anup [1 ]
机构
[1] Vellore Inst Technol, Sch Elect Sci, Vellore 632014, Tamil Nadu, India
关键词
combined heat and power economic dispatch; cogeneration; particle swarm optimization; selective particle swarm optimization; selection coefficient; ALGORITHM;
D O I
10.1080/15325000902994348
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
This article presents a new, improved particle swarm optimization algorithm with a selection operator for the solution of the combined heat and power economic dispatch problem. In this technique, starting with a large swarm of particles, only those particles whose fitness is above the scaled average fitness are selected in successive iterations, using a selection factor that is adjustable depending on the nature of the problem. The method is illustrated using a test case. The result compares favorably with other particle swarm optimization variants and other existing non-conventional methods.
引用
收藏
页码:1231 / 1240
页数:10
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