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求解最优潮流问题的内点半定规划法
引用本文:白晓清,韦化.求解最优潮流问题的内点半定规划法[J].中国电机工程学报,2008,28(19):56-64.
作者姓名:白晓清  韦化
作者单位:1. 广西大学电气工程学院,广西壮族自治区,南宁市,530004
2. 东京电机大学数学科学系,日本,崎玉
基金项目:国家自然科学基金 , 教育部高等学校博士学科点专项科研基金 , 广西教育厅科研项目
摘    要:基于内点半定规划(semi-definite programming,SDP),提出一种求解最优潮流(optimal power flow,OPF)的新方法--SDP-OPF法。该方法将非凸OPF问题等价转换为半定规划问题,然后应用原始-对偶内点法求解。根据OPF半定规划模型的特点,采用基于半定规划的稀疏技术,使存储效率和计算性能得以大幅度提高。以4节点的简单电力系统为例,展示模型等价转换的过程及如何获取原OPF问题的解。IEEE-300节点等6个标准系统的仿真计算表明:所提算法具有超线性收敛性,其计算结果与内点非线性规划的结果一致,且能保证解的全局最优性,可在多项式时间内完成,是一种应用前景广阔的方法。

关 键 词:最优潮流  半定规划  内点法  稀疏技术
收稿时间:2007-05-08

Solution of Optimal Power Flow Problems by Semi-definite Programming
BAI Xiao-qing,WEI Hua,Katsuki Fujisawa.Solution of Optimal Power Flow Problems by Semi-definite Programming[J].Proceedings of the CSEE,2008,28(19):56-64.
Authors:BAI Xiao-qing  WEI Hua  Katsuki Fujisawa
Affiliation:College of Electrical Engineering, Guangxi University College of Electrical Engineering, Guangxi University Department of Mathematical Sciences, Tokyo Denki University
Abstract:A new method using semi-definite programming (SDP) to solve optimal power flow (OPF) problems was presented. Named as SDP-OPF, the proposed method involves reformulating the OPF problem into a SDP model, which is a convex problem, and developing an interior point method (IPM) for SDP. Furthermore, the SDP sparsity technique can greatly improve the efficiency of storage and computing. A simple 4-bus power system was employed to explain the implementation process, which includes converting the OPF problem to the SDP model and mapping the results of SDP's to the OPF solutions. Extensive numerical simulations show that the results by SDP-OPF are the same as by NLP-OPF. SDP-OPF has the super-linear convergence, and it can guarantee the global optimal solutions within the polynomial times. Therefore, the study for SDP-OPF offers a good prospect.
Keywords:optimal power flow  semidefinite programming  interior point method  sparsity technique
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