Effect of Multi-SVC Installation for Loss Control in Power System using Multi-Computational Techniques

IF 0.7 Q3 COMPUTER SCIENCE, THEORY & METHODS International Journal of Advanced Computer Science and Applications Pub Date : 2023-01-01 DOI:10.14569/ijacsa.2023.01405103

N. Balasubramaniam, N. A. M. Kamari, I. Musirin, A. A. Ibrahim

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Abstract

— Flexible AC Transmission Systems (FACTs) play a vital role in minimizing the power losses and improving voltage profile in power transmission system. These increase the real power transfer capacity of the system. However, optimal location of sizing of the FACTs devices determines the extent of benefits provided by the FACTs devices to the transmission system. Non-optimal solution in terms of the location and sizing may possibly lead to under-compensation or over-compensation phenomena. Thus, a robust optimization is a priori for optimal solution achievement. This paper presents a study on the effect on multi static VAR compensators (SVC) installation for loss control in power system using evolutionary programming (EP), artificial immune system (AIS) and immune evolutionary programming (IEP). The objective is to minimize the real power loss transmission and improve the voltage profile of the transmission power system. The study reveals that installation of multi-units SVC significantly reduces the power loss and increases the voltage profile of the system, validated on the IEEE 30-Bus Reliability Test System (RTS).

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多svc安装对多计算技术下电力系统损耗控制的影响

柔性交流输电系统(FACTs)在降低输电系统的功率损耗和改善输电系统的电压分布方面起着至关重要的作用。这些增加了系统的实际电力传输能力。然而，FACTs设备尺寸的最佳位置决定了FACTs设备为传输系统提供的好处程度。在位置和尺寸方面的非最优解可能导致补偿不足或补偿过度的现象。因此，鲁棒优化是实现最优解的先验条件。本文采用进化规划(EP)、人工免疫系统(AIS)和免疫进化规划(IEP)研究了多静态无功补偿器(SVC)的安装对电力系统的损失控制的影响。其目标是最大限度地减少实际输电损耗，改善输电系统的电压分布。研究表明，多单元SVC的安装显著降低了系统的功率损耗，增加了系统的电压分布，并在IEEE 30总线可靠性测试系统(RTS)上得到了验证。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Advanced Computer Science and Applications COMPUTER SCIENCE, THEORY & METHODS-

CiteScore

2.30

自引率

22.20%

发文量

519

期刊介绍： IJACSA is a scholarly computer science journal representing the best in research. Its mission is to provide an outlet for quality research to be publicised and published to a global audience. The journal aims to publish papers selected through rigorous double-blind peer review to ensure originality, timeliness, relevance, and readability. In sync with the Journal''s vision "to be a respected publication that publishes peer reviewed research articles, as well as review and survey papers contributed by International community of Authors", we have drawn reviewers and editors from Institutions and Universities across the globe. A double blind peer review process is conducted to ensure that we retain high standards. At IJACSA, we stand strong because we know that global challenges make way for new innovations, new ways and new talent. International Journal of Advanced Computer Science and Applications publishes carefully refereed research, review and survey papers which offer a significant contribution to the computer science literature, and which are of interest to a wide audience. Coverage extends to all main-stream branches of computer science and related applications