Optimal placement of PMU for power system observability using integer programming

G. Patil, A. G. Thosar
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引用次数: 8

Abstract

A fully observable power system is possible with linear state estimation algorithms with exclusive use of synchronized measurements obtained from PMUs. The objective of full observability is achieved by placement of the PMUs at specific locations in power system instead of installing at every bus in the network. The calculation of mimimum number of PMUs and their locations is an optimization problem. The various optimization methods and algorithms has been proposed in past to get the solution of OPP problem. In this paper binary integer programming based approach to solve OPP problem is presented. The binary integer programming problem is coded using optimization toolbox in MATLAB software. The OPP problem formulation is discussed for normal operating condition i.e. without any conventional measurements or injection measurements and without any contingencies as well as case with some conventional measurements (flow and/or injection measurements). The proposed method is applied to standard IEEE test systems-14, 24, 39 and 57-bus. Simulations are performed on MATLAB software and results are discussed in section-V. Simulation results performed on different standard IEEE test a system shows that, near about at one third to one fourth of the total system buses need to install PMUs to make the whole system completely observable.
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基于整数规划的电力系统可观察性PMU优化布局
一个完全可观察的电力系统是可能的线性状态估计算法与独家使用同步测量从pmu获得。通过将pmu放置在电力系统的特定位置,而不是安装在网络中的每个总线上,可以实现完全可观察性的目标。pmu的最小数量及其位置的计算是一个优化问题。为了求解OPP问题,以往已经提出了各种优化方法和算法。本文提出了一种基于二进制整数规划的OPP问题求解方法。利用MATLAB软件中的优化工具箱对二进制整数规划问题进行了编码。OPP问题公式讨论了正常操作条件,即没有任何常规测量或注射测量,没有任何突发事件,以及一些常规测量(流量和/或注射测量)的情况。该方法已应用于标准的IEEE 14、24、39和57总线测试系统。在MATLAB软件上进行了仿真,结果在第五节中讨论。在不同标准的IEEE测试系统上进行的仿真结果表明,大约有三分之一到四分之一的系统总线需要安装pmu才能使整个系统完全可见。
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