基于Snake优化器考虑需求响应的多微电网能量管理

Nehmedo Alamir, S. Kamel, T. Megahed, Maiya Hori, S. Abdelkader
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引用次数: 1

摘要

提出了一种结合需求响应(DR)的多微网协同能源管理Snake优化器(SO)。采用新开发的SO算法确定了MMG算子的主要目标,即降低作业成本。SO的灵感来自于蛇的交配行为。采用独立性能指数(IPI)来减少与主网的电力交易。将该方法与传统的粒子群算法进行了比较;仿真结果表明,在有DR程序和无DR程序两种情况下,该算法都能有效地降低运行成本,提高MMG的独立性,从而解决了MMG中的EM问题。在案例1和案例2中,使用提议的SO的IPI分别约为85%和92%,而对于PSO,两种情况下的IPI分别为75%和86%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy Management of Multi-Microgrid Considering Demand Response Using Snake Optimizer
This paper proposes a Snake optimizer (SO) for cooperative Energy Management (EM) for Multi-Microgrid (MMG) with incorporating the Demand Response (DR). The newly-developed SO algorithm is used to determine the main objective of the MMG operator, which is the reduction of the operating cost. The SO is inspired by the snakes' mating behavior. The Independence performance index (IPI) is employed to reduce power transactions with the main grid. The proposed SO technique is compared with the conventional PSO technique; the simulation results demonstrate the efficacy of the proposed SO in solving the EM problem in MMG by reducing the operational cost and enhancing the MMG Independence in both cases, with the DR program and without DR. The proposed technique is tested in two different cases; the IPI using the proposed SO is about 85% and 92 % in Case I and Case II, respectively, while in the case of PSO, IPI in the two cases is 75% and 86%, respectively.
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