基于改进鲸鱼优化方法的最优网络重构

Q3 Engineering
E. S. Ali, S. M. Abd Elazim
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引用次数: 0

摘要

近年来,降低配电系统的功率损耗是许多研究的目标,因为它影响到总成本和电压分布。通过对径向配电系统(RDS)进行优化改造,可以解决这一问题。本文介绍了一种基于系统运行约束选择最优开关组合来重构RDS的创新方法,即改进鲸鱼优化方法(IWOA)。所提出的方法将WOA的开发与差分进化(DE)的探索相结合,因此它提供了一个有希望的候选解决方案。该方法在IEEE 33和69总线RDS上进行了测试。通过对总损失、成本和节约进行仿真,验证了所提方法与其他已知方法相比的优越性。此外,还研究了可变载荷的影响,以证明所建议的IWOA的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Network Reconfiguration via Improved Whale Optimization Approach
Latterly, reduction of power loss in the distribution system is the objective of many researches due to its impact on total costs and voltage profiles. It can be handled by an optimal restructure of the Radial Distribution System (RDS). This article introduces an innovative approach to restructure of RDS by electing the optimal switches combination subject to the system operating constraints, which is Improved Whale Optimization Approach (IWOA). The suggested approach combines exploitation of WOA with exploration of Differential Evolution (DE), and thus it supplies a promising candidate solution. The suggested approach is tested on IEEE 33 and 69 bus RDS. The superiority of the suggested approach compared with other well-known approaches is verified through simulation results by examining total losses, cost and saving. Also, the impact of alterable loading is investigated to prove the effectiveness of the suggested IWOA.
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来源期刊
WSEAS Transactions on Power Systems
WSEAS Transactions on Power Systems Engineering-Industrial and Manufacturing Engineering
CiteScore
1.10
自引率
0.00%
发文量
36
期刊介绍: WSEAS Transactions on Power Systems publishes original research papers relating to electric power and energy. We aim to bring important work to a wide international audience and therefore only publish papers of exceptional scientific value that advance our understanding of these particular areas. The research presented must transcend the limits of case studies, while both experimental and theoretical studies are accepted. It is a multi-disciplinary journal and therefore its content mirrors the diverse interests and approaches of scholars involved with generation, transmission & distribution planning, alternative energy systems, power market, switching and related areas. We also welcome scholarly contributions from officials with government agencies, international agencies, and non-governmental organizations.
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