OPTIMIZED MAXIMUM LOADABILITY OF POWER SYSTEMS USING AN ENHANCED DYNAMIC JAYA ALGORITHM

I. Farhat, Abdullah O. Hawal
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引用次数: 1

Abstract

The problem of Maximum Loadability of power systems is addressed in this paper using a proposed dynamic JAYA  algorithm. The maximum loadability problem is a typical optimization problem in which the maximum loadability point is to be determined optimally. Voltage stability of power systems is maintained by determining the estimated margin between the system operating point and the maximum loadability limit. The basic JAYA algorithm has been introduced to solve foremost optimization problems with small-scaled nature. However, when applied to large-scale, nonlinear and non-convex constrained problems, it showed a poor convergence characteristic. In order to deal with these weaknesses, the original algorithm has been improved by adding some dynamic features to its convergence behavior. The modified algorithm has been presented and validated when applied to well-known typical power systems. The obtained results were compared to the results achieved by other equivalent optimization techniques.
利用增强型动态jaya算法优化电力系统的最大负载能力
本文采用一种提出的动态JAYA算法解决了电力系统的最大负荷问题。最大可载性问题是一个典型的最优确定最大可载性点的优化问题。电力系统的电压稳定性是通过确定系统工作点与最大负荷极限之间的估计裕度来维持的。引入基本的JAYA算法来解决具有小规模性质的首要优化问题。然而,当应用于大规模、非线性和非凸约束问题时,它表现出较差的收敛特性。为了克服这些缺点,对原算法进行了改进,在收敛行为中加入了一些动态特征。提出了改进算法,并在典型电力系统中进行了验证。并将所得结果与其他等效优化方法的结果进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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