基于混合萤火虫算法的有功功率优化调度

A. Rajan, T. Malakar
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引用次数: 8

摘要

提出了一种求解电力系统最优有功功率调度问题的混合萤火虫算法。有功功率调度是一个传统的最优潮流(OPF)问题。该方法结合了萤火虫算法(FA)和Nelder-Mead (NM)单纯形搜索方法。在该混合方法中,利用FA和NM单纯形进行勘探。该混合算法能处理非线性、非凸有功功率调度问题不同约束加载阀点效应,禁止操作区和电压敏感负荷条件。在标准IEEE 30总线系统上进行了仿真。与其他不同的相关方法进行比较。统计分析结果证实了该算法的鲁棒性和一致性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal active power dispatch using hybrid Firefly Algorithm
This paper presents a hybrid firefly algorithm for power system optimal active power dispatch problem. The active power dispatch is a conventional Optimal Power Flow (OPF) problem. The proposed approach combines Firefly Algorithm (FA) with Nelder-Mead (NM) simplex search method. In the proposed hybrid method, the exploration is done using FA and exploitation with NM simplex. The proposed hybrid algorithm can handle the nonlinear, non-convex active power dispatch problem with different constraints like valve point loading effect, prohibited operating zone and voltage dependent load conditions. Simulations are performed on standard IEEE 30 bus system. Comparisons are done with other different relevant approaches. Statistical analysis of results confirms the robustness and consistency of the proposed algorithm.
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