有源配电网电池混合系统优化的混合MILP-GA算法

Subho Paul, Biswarup Ganguly, Upayan Adhikary
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引用次数: 1

摘要

本文阐述了混合储能系统相对于单一类型电池系统的优越性,以期从储能系统中获得更多的技术和经济上的便利。不同的电池单元寿命年限和功率容量分别反映在问题的目标函数和约束条件上。整个政策被解释为一个主从问题,使评估技术方便和富有成效。为了实现存储混合的思想,提出了一种新的混合MILP-GA存储管理算法。所设计的算法在每个时间间隔选择最经济的存储单元,同时考察所选择的存储单元对配电系统的影响。最后对各单元对总配合量的贡献进行了评价。在印度的实际配电网上进行测试后,作者证明,与同类电池的存储系统相比,混合电池能以更低的资本成本减少更多的损耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Hybrid MILP-GA Algorithm to Optimize Battery Mix System in Active Distribution Networks
This article elucidates the superiority of energy storage mix over single type battery system in order to get more technical and economic convenience from the storage system. Dissimilar life years and power capacities of the battery units are reflected on the objective function and constraints of the problem respectively. The entire policy is construed into a master-slave problem to make the evaluation technique facile and fruitful. To accomplish the idea of storage mix, a novel hybrid MILP-GA storage management algorithm has been proposed. The designed algorithm chooses most economic storage unit at each time interval and looks into simultaneously the effect of the selected unit on the distribution system. Finally contributions of each unit to the total mix capacity are evaluated. After testing on a practical Indian distribution network, authors have proved that mix provides more loss reduction in less capital cost compared to storage system of similar type batteries.
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