非平衡配电系统中电能质量监测器优化分配的二进制蛙跳算法

Ashkan Doust Mohammadi, Mohammad Mohammadi
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引用次数: 0

摘要

本文基于监测器到达区域的概念,论述了不平衡配电网络中电能质量监测器(PQM)数量和最佳位置的优化检测。所提出的模型使用二进制字符串来表示网络中每个总线上是否存在电能质量监测器。由于二进制蛙跳算法(BSFLA)具有快速收敛的搜索能力,因此本文在优化过程中使用了二进制蛙跳算法(BSFLA)。总体成本函数的制定是为了优化两个指标,即监控重叠指标和下垂严重程度指标。在这个问题中,唯一的优化约束条件是,能检测到特定总线故障引起的电压骤降的监控器数量不能为零。本研究使用 DIGSILENT 软件进行故障分析,而优化问题则由 BSFLA 处理。为了验证所提出的算法,将 IEEE 34 总线不平衡配电网络作为案例进行研究,并将结果与类似的研究结果进行比较,以说明所提出算法的有效性。
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Binary Shuffled Frog Leaping Algorithm for Optimal Allocation of Power Quality Monitors in Unbalanced Distribution System
This paper deals with optimal detection of number and best locations of power quality monitors (PQMs) in an unbalanced distribution network based on the monitor reach area concept. The proposed model uses binary strings which represent the state presence or absence of PQMs in each buses of network. In this paper the binary version of shuffled frog-leaping algorithm (BSFLA) because of having ability to improve the search capability with a fast convergence rate is utilized for optimization process. The overall cost function is formulated to optimize the two indices which are monitor overlapping index and sag severity index. The only optimization constraint in this problem is that, the number of monitors that can detect voltage sags due to a fault at a specific bus must not be zero. In this study, DIGSILENT software is utilized for fault analysis while the optimization problem is handled by the BSFLA. To verify the proposed algorithm, the IEEE 34 Bus unbalanced distribution network, is considered as case studies and results are compared to the similar investigations so as to illustrate the effectiveness of proposed algorithm.
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来源期刊
Journal of Automation, Mobile Robotics and Intelligent Systems
Journal of Automation, Mobile Robotics and Intelligent Systems Engineering-Control and Systems Engineering
CiteScore
1.10
自引率
0.00%
发文量
25
期刊介绍: Fundamentals of automation and robotics Applied automatics Mobile robots control Distributed systems Navigation Mechatronics systems in robotics Sensors and actuators Data transmission Biomechatronics Mobile computing
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