Active and Reactive Power loss Minimization Along with Voltage profile Improvement for Distribution Reconfiguration

IF 0.8 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC International Journal of Electrical and Computer Engineering Systems Pub Date : 2023-12-12 DOI:10.32985/ijeces.14.10.12
Ola Badran, Jafar Jallad
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Abstract

Optimal distribution network reconfiguration (DNR), distributed generations location and sizing (DGs-LS), tap changer adjustment (TCA), and capacitors bank location and sizing (CAs-SL) are different methodologies used to reduce loss and enhance the voltage profile of distribution systems. DNR is the process of changing the network topography by changing both sectionalized and tie switch states. The optimal location looks to find the optimal setting of the DG and CA within the distribution network. Optimal size seeks to find the optimal output generation of both DG and CA. The TCA looks to find the optimal position for TC. These methods are challenging optimization problems and resort to meta-heuristic techniques to find a globally optimal solution. This paper presents a new methodology with which to simultaneously solve the problem of DNR, DGs-LS, TCA, and CAs-SL in distribution networks. This work aims to minimize active and reactive power losses, including voltage profile improvement using a multi-objective decision approach. The firefly algorithm (FA) and analytic hierarchy process (AHP) are used to optimize the fitness function and determine the function weight factors through the use of MATLAB software. Several scenarios were considered on the IEEE 69-bus network. In terms of active power and reactive losses, reductions in the test system of 96.16% and 92.7%, respectively, were achieved, evidencing the positive impact of the proposed methodology on distribution networks.
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有功和无功功率损耗最小化,同时改善配电网的电压状况
优化配电网络重新配置(DNR)、分布式发电位置和大小(DGs-LS)、分接开关调整(TCA)和电容器组位置和大小(CAs-SL)是用于降低损耗和提高配电系统电压曲线的不同方法。DNR 是通过改变分段和拉线开关状态来改变网络拓扑的过程。最佳位置旨在找到配电网络中 DG 和 CA 的最佳设置。最佳规模旨在找到 DG 和 CA 的最佳输出发电量。TCA 目标是找到 TC 的最佳位置。这些方法都是具有挑战性的优化问题,需要借助元启发式技术来找到全局最优解。本文提出了一种新方法,用于同时解决配电网络中的 DNR、DGs-LS、TCA 和 CAs-SL 问题。这项工作旨在最大限度地减少有功和无功功率损耗,包括采用多目标决策方法改善电压曲线。通过使用 MATLAB 软件,采用萤火虫算法(FA)和层次分析法(AHP)优化拟合函数并确定函数权重系数。在 IEEE 69 总线网络上考虑了几种情况。在有功功率和无功损耗方面,测试系统分别降低了 96.16% 和 92.7%,证明了所提方法对配电网络的积极影响。
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来源期刊
CiteScore
1.20
自引率
11.80%
发文量
69
期刊介绍: The International Journal of Electrical and Computer Engineering Systems publishes original research in the form of full papers, case studies, reviews and surveys. It covers theory and application of electrical and computer engineering, synergy of computer systems and computational methods with electrical and electronic systems, as well as interdisciplinary research. Power systems Renewable electricity production Power electronics Electrical drives Industrial electronics Communication systems Advanced modulation techniques RFID devices and systems Signal and data processing Image processing Multimedia systems Microelectronics Instrumentation and measurement Control systems Robotics Modeling and simulation Modern computer architectures Computer networks Embedded systems High-performance computing Engineering education Parallel and distributed computer systems Human-computer systems Intelligent systems Multi-agent and holonic systems Real-time systems Software engineering Internet and web applications and systems Applications of computer systems in engineering and related disciplines Mathematical models of engineering systems Engineering management.
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