A power flow method suitable for solving OPF problems using genetic algorithms

M. Todorovski, D. Rajičić
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引用次数: 12

Abstract

This paper presents a new power flow method tailored for genetic algorithms application in solving optimal power flow problems. Generating units, the only controllable elements for which four variables are associated, were given special attention, since they influence to great extent both speed and robustness of any power flow method. In this paper, the standard procedure in which one sets the generator-bus active power output and voltage magnitude has been replaced by an innovative approach where generator-bus voltage magnitude and voltage angle are scheduled. The method relies on the bus admittance matrix, which due to applied bus ordering in layers has block tridiagonal sparse structure. A new technique for Gaussian elimination and back-substitution for such matrices has been developed. The results from five test systems have shown superiority in both time and robustness of the proposed method over the well-known fast decoupled power flow method.
一种适用于用遗传算法求解OPF问题的潮流方法
针对遗传算法在求解最优潮流问题中的应用,提出了一种新的潮流方法。发电机组是唯一与四个变量相关的可控元素,由于它们在很大程度上影响任何潮流方法的速度和鲁棒性,因此受到了特别关注。在本文中,采用了一种创新的方法,即设定发电机-母线有功输出和电压幅值的方法,取代了设定发电机-母线有功输出和电压幅值的标准方法。该方法依赖于总线导纳矩阵,该矩阵由于采用了层间总线排序,具有块三对角稀疏结构。本文提出了一种新的高斯消去法和反代法。五个测试系统的结果表明,该方法在时间和鲁棒性上都优于知名的快速解耦潮流方法。
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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