基于粒子群优化技术的变结构负载频率控制器

Q4 Arts and Humanities Czas Kultury Pub Date : 2003-12-14 DOI:10.1109/ICECS.2003.1302056
N. Al-Musabi, Z. Al-Hamouz, H. Al-Duwaish, S. Al-Baiyat
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引用次数: 30

摘要

本文与文献报道的变结构反馈增益的试错选择不同,提出了用粒子群优化(PSO)技术选择变结构控制器反馈增益的方法。该设计已应用于单区域电力系统的负荷频率问题。模拟了系统在阶跃负载变化下的性能,并与已有的方法进行了比较。仿真结果表明,该方法不仅提高了系统的动态性能,而且减少了控制工作量。结果表明了该方法的可靠性。
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Variable structure load frequency controller using particle swarm optimization technique
In this paper, selection of the variable structure controller feedback gains by Particle Swarm Optimization (PSO) technique is presented contrary to the trial and error selection of the variable structure feedback gains reported in literature. The proposed design has been applied to the load frequency problem of a single area power system. The system performance against a step load variations has been simulated and compared to some previous methods. Simulation results show that not only dynamic system performance has been improved, but also the control effort is reduced. The results show the reliability of the proposed technique.
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来源期刊
Czas Kultury
Czas Kultury Social Sciences-Social Sciences (miscellaneous)
CiteScore
0.10
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0.00%
发文量
10
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