采用半定规划的径向网络和网状网络的最优功率流

TecnoLogicas Pub Date : 2017-09-04 DOI:10.22430/22565337.703
O. D. Montoya-Giraldo, Walter Gil-González, Alejandro Garcés-Ruiz
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引用次数: 10

摘要

本文提出了一种求解径向和网格两种情况下最优潮流的凸公式。半定规划近似将二次型非凸模型转化为松弛凸二次型模型,求解效率更高。该模型在MATLAB中使用CVX包进行凸优化实现。将所得结果与GAMS和MATPOWER中采用专业文献中四种典型系统(两径向和两网格)实现的问题非线性模型进行了比较。SDP近似证明了在较短的计算时间内提供接近问题最佳解的精确解。这种解决方案适用于实时运行和控制问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Flujo de potencia óptimo para redes radiales y enmalladas empleando programación semidefinida
This paper presents a convex formulation for optimal power flow (OPF) in both radial and meshed grids. A semidefinite programming (SDP) approximation transforms the quadratic non-convex model into a relaxed convex quadratic model, which can be more efficiently solved. This model is implemented in MATLAB using the CVX package for convex optimization. The results obtained are compared to the non-linear model of the problem implemented in GAMS and MATPOWER by using four typical systems in specialized literature (two radial and two meshed). SDP approximation demonstrated to provide accurate solutions that are close to an optimal solution of the problem in shorter computational times. Such solutions are applicable to real-time operation and control problems.
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28 weeks
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