Non-convex economic dispatch with heuristic load patterns, valve point loading effect, prohibited operating zones, ramp-rate limits and spinning reserve constraints using harmony search algorithm

被引:20
作者
Arul, R. [1 ]
Ravi, G. [2 ]
Velusami, S. [1 ]
机构
[1] Annamalai Univ, Dept Elect Engn, Annamalainagar 608002, Tamil Nadu, India
[2] Pondicherry Engn Coll, Dept EEE, Pondicherry, India
关键词
Economic load dispatch; Load patterns; Transmission losses; Harmony search algorithm; Particle swarm optimization; Improved fast evolutionary programming; Valve point loading effect; Prohibited operating zones; Ramp-rate limits; Spinning reserve constraints; EVOLUTIONARY PROGRAMMING TECHNIQUES; OPTIMIZATION;
D O I
10.1007/s00202-012-0241-y
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 attempts to investigate the applicability of harmony search algorithm (HSA) to solve extremely challenging non-convex economic load dispatch problem with valve point loading effect, prohibited operating zones, ramp-rate limits, spinning reserve constrains and transmission losses involving variations of consumer load patterns. The performance of the proposed approach HSA has been tested successfully on the standard 6-bus, IEEE-14 bus and IEEE-30 bus system with several heuristic load patterns. The results of this study reveals that the proposed approach is able to find appreciable economical load dispatch solutions than those of improved fast evolutionary program and particle swarm optimization. Besides this, the transmission line losses are also considerably reduced and the computation time is reasonably even and less when compared to other methods.
引用
收藏
页码:53 / 61
页数:9
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