Cost-Benefit of Optimal Allocation of DSTATCOM in Distribution Networks Using Ant-Lion Optimization Algorithm

Q3 Computer Science
S. Salimon, Quadri Oyewale Lawal, O. W. Adebiyi, M. Okelola
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引用次数: 2

Abstract

Distribution Static Compensators (DSTATCOMs) are considered to be one of the most cost-effective modern devices for reactive compensation in distribution networks. However, the DSTATCOMs sizing and their deployment position are important factors to consider in order to get the most out of their installation. This study proposes the use of the Ant-Lion Optimization Algorithm (ALOA) for the appropriate allocation of the DSTATCOM with the goal of maximization of the cost-benefit derived from the reduction in the cost of power purchased from the transmission grid less the DSTATCOM cost for the distribution networks in order to find its appropriate allocation. The suggested technique is tested on a Nigerian Dada 46-bus system as well as an IEEE 33 bus. The simulation results for the IEEE 33-bus system reveal that the cost benefits of $ 100,601, $ 108,212, and $ 89,422 were actualized for one, two, and three DSTATCOMs allocations, respectively, while the figures for the Dada 46-bus system were $ 482,166, $ 574,546, and $ 531,415, respectively. In terms of real power loss in the IEEE 33-bus, the suggested method was determined to be quite effective for DSTATCOM allocation when compared to similar studies in the literature.
基于蚁狮优化算法的配电网DSTATCOM优化配置的成本效益研究
配电静态补偿器(DSTATCOMs)被认为是配电网中最具成本效益的现代无功补偿装置之一。然而,DSTATCOMs的尺寸和部署位置是需要考虑的重要因素,以便最大限度地利用其安装。本研究提出使用蚁狮优化算法(ALOA)对DSTATCOM进行合理分配,其目标是使从输电网购买的电力成本减去配电网的DSTATCOM成本所产生的成本效益最大化,从而找到DSTATCOM的合理分配。所建议的技术在尼日利亚Dada 46总线系统和IEEE 33总线上进行了测试。对IEEE 33总线系统的仿真结果表明,1、2和3个dstatcom分配的成本效益分别为100,601美元、108,212美元和89,422美元,而dstatcom 46总线系统的成本效益分别为482,166美元、574,546美元和531,415美元。在IEEE 33总线的实际功率损耗方面,与文献中的类似研究相比,确定了所建议的方法对于DSTATCOM分配是非常有效的。
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来源期刊
Periodica polytechnica Electrical engineering and computer science
Periodica polytechnica Electrical engineering and computer science Engineering-Electrical and Electronic Engineering
CiteScore
2.60
自引率
0.00%
发文量
36
期刊介绍: The main scope of the journal is to publish original research articles in the wide field of electrical engineering and informatics fitting into one of the following five Sections of the Journal: (i) Communication systems, networks and technology, (ii) Computer science and information theory, (iii) Control, signal processing and signal analysis, medical applications, (iv) Components, Microelectronics and Material Sciences, (v) Power engineering and mechatronics, (vi) Mobile Software, Internet of Things and Wearable Devices, (vii) Solid-state lighting and (viii) Vehicular Technology (land, airborne, and maritime mobile services; automotive, radar systems; antennas and radio wave propagation).
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