Fuzzy Logic-Based Controller for BESS and Load Management in a Microgrid Economic Operation

Rafael S. Salles, G. C. S. Almeida, B. I. Lima Fuly, A. D. De Souza, P. Ribeiro
{"title":"Fuzzy Logic-Based Controller for BESS and Load Management in a Microgrid Economic Operation","authors":"Rafael S. Salles, G. C. S. Almeida, B. I. Lima Fuly, A. D. De Souza, P. Ribeiro","doi":"10.1109/TDLA47668.2020.9326102","DOIUrl":null,"url":null,"abstract":"Battery energy storage systems (BESS) play an essential role in effectively managing the power of a microgrid, maintaining a balance between fluctuating power generated from the distributed energy resources and load demand. By using this system in the time-of-use rate context, it can achieve excellent savings. This paper proposes a fuzzy logic-based algorithm developed for the Battery and Load Management System to support the operation of a microgrid with photovoltaic (PV) farm generation. Also, a comparison of financial cost savings is discussed. The software MATLAB/Simulink® was used to develop and simulate the different scenarios. Results demonstrate that the use of fuzzy logic improved the system since it was able to manage the loads and allow a lower-cost operation properly.","PeriodicalId":448644,"journal":{"name":"2020 IEEE PES Transmission & Distribution Conference and Exhibition - Latin America (T&D LA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE PES Transmission & Distribution Conference and Exhibition - Latin America (T&D LA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TDLA47668.2020.9326102","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Battery energy storage systems (BESS) play an essential role in effectively managing the power of a microgrid, maintaining a balance between fluctuating power generated from the distributed energy resources and load demand. By using this system in the time-of-use rate context, it can achieve excellent savings. This paper proposes a fuzzy logic-based algorithm developed for the Battery and Load Management System to support the operation of a microgrid with photovoltaic (PV) farm generation. Also, a comparison of financial cost savings is discussed. The software MATLAB/Simulink® was used to develop and simulate the different scenarios. Results demonstrate that the use of fuzzy logic improved the system since it was able to manage the loads and allow a lower-cost operation properly.
基于模糊逻辑的BESS控制器与微网经济运行负荷管理
电池储能系统(BESS)在有效管理微电网的功率,保持分布式能源产生的波动功率与负载需求之间的平衡方面发挥着至关重要的作用。通过将该系统应用于时间利用率环境中,可以达到很好的节约效果。本文提出了一种基于模糊逻辑的电池和负荷管理系统算法,以支持具有光伏发电的微电网的运行。此外,还讨论了财务成本节约的比较。使用MATLAB/Simulink®软件开发和模拟不同的场景。结果表明,模糊逻辑的使用改善了系统,因为它能够管理负载并允许较低的运行成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信