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Artificial Immune Systems applied to the reconfiguration of electrical power distribution networks for energy loss minimization

机译:人工免疫系统应用于配电网络的重新配置,以最大程度地减少能量损失

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摘要

This paper presents a methodology for the reconfiguration of radial electrical distribution systems based on the bio-inspired meta-heuristic Artificial Immune System to minimize energy losses. The proposed approach can handle this combinatorial mixed integer problem of nonlinear programming. Radiality and connectivity constraints are considered as well as different load levels for planning the system operation. For this purpose, improvements to an algorithm in the literature are proposed to better accommodate the features of the problem and to improve the search process. The algorithm developed is tested in well-known distribution systems.
机译:本文提出了一种基于生物启发式元启发式人工免疫系统的径向配电系统重构方法,以最大程度地减少能量损失。所提出的方法可以解决非线性规划的组合混合整数问题。考虑了辐射度和连接性约束以及用于计划系统操作的不同负载级别。为此,提出了对文献中算法的改进,以更好地适应问题的特征并改善搜索过程。开发的算法在著名的分发系统中进行了测试。

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