Convexification of optimal power flow problem by means of phase shifters

S. Sojoudi, J. Lavaei
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引用次数: 21

Abstract

This paper is concerned with the convexification of the optimal power flow (OPF) problem. We have previously shown that this highly nonconvex problem can be solved efficiently via a convex relaxation after two approximations: (i) adding a sufficient number of virtual phase shifters to the network topology, and (ii) relaxing the power balance equations to inequality constraints. The objective of the present paper is to first provide a better understanding of the implications of Approximation (i) and then remove Approximation (ii). To this end, we investigate the effect of virtual phase shifters on the feasible set of OPF by thoroughly examining a cyclic system. We then show that OPF can be convexified under only Approximation (i), provided some mild assumptions are satisfied. Although this paper mainly focuses on OPF, the results developed here can be applied to several OPF-based emerging optimization problems for future electrical grids.
用移相器求解最优潮流问题的凸化
本文研究了最优潮流问题的凸化问题。我们之前已经证明,这种高度非凸问题可以通过两个近似后的凸松弛有效地解决:(i)在网络拓扑中添加足够数量的虚拟移相器,以及(ii)将功率平衡方程放宽为不等式约束。本文的目的是首先更好地理解近似(i)的含义,然后去除近似(ii)。为此,我们通过彻底检查循环系统来研究虚拟移相器对OPF可行集的影响。然后,我们证明,只要满足一些温和的假设,OPF只能在近似(i)下被凸化。虽然本文主要关注的是OPF,但本文的结果可以应用于未来电网中几个基于OPF的新兴优化问题。
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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