Integration of EGs in capacitor added optimal DPS for FG maximization

IF 5.9 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Ain Shams Engineering Journal Pub Date : 2024-06-10 DOI:10.1016/j.asej.2024.102900
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Abstract

High energy loss and lower Node Voltage Profile (NVP) are the two main issues that have to be addressed by the researchers for the past three decades since it involves economic loss for the Distribution Companies. The above two issues can be mitigated by well-renowned techniques such as the Alteration of Topological Structure (ATS) of Distribution Power Systems (DPS), Reactive Power Support (RPS) and integration of Embedded Generations (EGs). This work focuses on separate and combined operation of ATS and RPS under five different scenarios considering three load levels. Additionally, to achieve maximum ELoss reduction with Financial Gains (FG) and NVP enhancement, this study adopts allocation of EGs after combined operation of RPS and ATS considering the same three load levels thereby further improvement in efficacy. Moreover, a fast and novel optimization algorithm called Improved (using levy flight) Spotted Hyena Optimizer (ISHO) has been proposed in this work to solve the cost-based objective function. The efficacy of the designed methodology has been validated using 62-node and PG&E 69-node radial DPS. Using combined operation of ATS and RPS, around 48 % and 66 % of ELoss reduction has been witnessed for 62-node and PG&E 69-node DPS respectively. More than $90 K has been yielded as FG for both the DPSs. Integration of EGs reduces the ELoss further by around 29 %. Maximum FG of $5.1 lakhs and $2.9 lakhs has been obtained by EG integration for 62-node and PG&E 69-bus DPS respectively. The outcome reveals that the performance of the developed methodology effectively achieves more ELoss reduction and FG for all the cases.

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在电容器中集成 EG,增加最佳 DPS,实现 FG 最大化
高能量损耗和较低的节点电压曲线(NVP)是过去三十年来研究人员必须解决的两个主要问题,因为这涉及配电公司的经济损失。上述两个问题可以通过配电系统拓扑结构改变(ATS)、无功功率支持(RPS)和嵌入式发电(EG)集成等著名技术来缓解。这项工作的重点是在考虑到三种负荷水平的五种不同情况下,对 ATS 和 RPS 进行单独和组合操作。此外,为了最大限度地减少 ELoss,同时提高财务收益(FG)和 NVP,本研究采用了在 RPS 和 ATS 合并运行后分配 EG 的方法,同时考虑了相同的三个负荷水平,从而进一步提高了效率。此外,本研究还提出了一种名为 "改进型(使用征费飞行)斑鬣狗优化器(ISHO)"的快速、新颖优化算法,用于解决基于成本的目标函数。使用 62 节点和 PG&E 69 节点径向 DPS 验证了所设计方法的有效性。利用 ATS 和 RPS 的联合运行,62 节点和 PG&E 69 节点 DPS 的 ELoss 分别减少了约 48% 和 66%。两个 DPS 的 FG 均超过 9 万美元。EG 的整合使 ELoss 进一步减少了约 29%。62 节点和 PG&E 69 总线 DPS 通过 EG 集成分别获得了 510 万美元和 290 万美元的最大 FG。结果表明,在所有情况下,所开发方法的性能都能有效地减少 ELoss,提高 FG。
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来源期刊
Ain Shams Engineering Journal
Ain Shams Engineering Journal Engineering-General Engineering
CiteScore
10.80
自引率
13.30%
发文量
441
审稿时长
49 weeks
期刊介绍: in Shams Engineering Journal is an international journal devoted to publication of peer reviewed original high-quality research papers and review papers in both traditional topics and those of emerging science and technology. Areas of both theoretical and fundamental interest as well as those concerning industrial applications, emerging instrumental techniques and those which have some practical application to an aspect of human endeavor, such as the preservation of the environment, health, waste disposal are welcome. The overall focus is on original and rigorous scientific research results which have generic significance. Ain Shams Engineering Journal focuses upon aspects of mechanical engineering, electrical engineering, civil engineering, chemical engineering, petroleum engineering, environmental engineering, architectural and urban planning engineering. Papers in which knowledge from other disciplines is integrated with engineering are especially welcome like nanotechnology, material sciences, and computational methods as well as applied basic sciences: engineering mathematics, physics and chemistry.
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