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Application of heuristic algorithms to optimal PMU placement in electric power systems: An updated review

机译:启发式算法在电力系统中最佳PMU放置中的应用:最新评论

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Phasor measurement unit (PMU) plays an important role in operation, protection, and control of modern power systems. PMU provides real time, synchronized measurements of bus voltage and branch current phasors. It is neither economical nor possible to place all the buses of the system with PMUs because of their high cost and communication facilities. Attaining the minimal number of PMUs to access an observable power system is the main objective of optimal PMU placement (OPP) problem, which is solved by utilizing different techniques. Graph theoretic and mathematical programming procedures have been first introduced to solve OPP problem, aiming to access power system observability. Heuristic method as an experience-based technique is defined as a quick method for obtaining solutions for optimization problems, in which optimal solutions are not achievable using mathematical methods in finite time. This paper provided the literature review on different heuristic optimization methods to solve the OPP problem. Then, the available methods were classified and compared with different points of views. Results from the tests of researches on heuristic algorithms with and without the consideration of zero-injection buses were compared and superiorities of the introduced heuristic concepts were demonstrated with relative to each other. (C) 2015 Elsevier Ltd. All rights reserved.
机译:相量测量单元(PMU)在现代电力系统的运行,保护和控制中起着重要作用。 PMU提供总线电压和支路电流相量的实时同步测量。由于PMU的成本高和通讯便利,因此将系统的所有总线都置于PMU中既不经济也不可行。达到访问可观察电源系统的PMU的最小数量是最佳PMU放置(OPP)问题的主要目标,这是通过使用不同的技术来解决的。最初引入图形理论和数学编程程序来解决OPP问题,旨在访问电力系统的可观察性。启发式方法作为一种基于经验的技术,被定义为一种用于获取优化问题解决方案的快速方法,其中无法在有限时间内使用数学方法来获得最佳解决方案。本文提供了有关解决启发式优化问题的不同启发式优化方法的文献综述。然后,对可用的方法进行分类,并与不同的观点进行比较。比较了在不考虑零注入总线的情况下启发式算法研究的测试结果,并相互证明了引入的启发式概念的优越性。 (C)2015 Elsevier Ltd.保留所有权利。

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