Fuzzy Logic for Energy Management in Hybrid Energy Storage Systems Integrated DC Microgrid

Muaiz Ali, M. Hossain, M. Shafiullah
{"title":"Fuzzy Logic for Energy Management in Hybrid Energy Storage Systems Integrated DC Microgrid","authors":"Muaiz Ali, M. Hossain, M. Shafiullah","doi":"10.1109/ICoPESA54515.2022.9754406","DOIUrl":null,"url":null,"abstract":"The direct current (DC) systems have outstanding advantages compared to the alternating current (AC), especially when it comes to renewable energy resources (RER) and microgrids (MGs). Therefore, the DC microgrid (DCMG) has become popular and drawn the attention of researchers. Due to the integration of different power sources in the single DC bus, including solar photovoltaics (PV), wind farms, diesel generators, and energy storage systems, maintaining stable bus voltage requires a complicated control system to ensure a fast-decision-making procedure. This paper presents an energy management strategy for the DCMG using a fuzzy logic-based controller. The proposed DCMG uses a hybrid energy storage system (HESS) for energy balancing and a diesel generator as a backup. The proposed strategy uses generation and loads demand and battery state of charge (SoC) to control the power flow within the MG. The energy management system keeps the SoC in a suitable range to increase the battery life. By controlling the charging and discharging of the HESS, the proposed method has a fast response to the load variation and RER intermittency to prevent the fluctuation of the voltage level of the DC bus and keep it constant. The obtained results validate the efficacy of the proposed fuzzy logic controller.","PeriodicalId":142509,"journal":{"name":"2022 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Power Energy Systems and Applications (ICoPESA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICoPESA54515.2022.9754406","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

Abstract

The direct current (DC) systems have outstanding advantages compared to the alternating current (AC), especially when it comes to renewable energy resources (RER) and microgrids (MGs). Therefore, the DC microgrid (DCMG) has become popular and drawn the attention of researchers. Due to the integration of different power sources in the single DC bus, including solar photovoltaics (PV), wind farms, diesel generators, and energy storage systems, maintaining stable bus voltage requires a complicated control system to ensure a fast-decision-making procedure. This paper presents an energy management strategy for the DCMG using a fuzzy logic-based controller. The proposed DCMG uses a hybrid energy storage system (HESS) for energy balancing and a diesel generator as a backup. The proposed strategy uses generation and loads demand and battery state of charge (SoC) to control the power flow within the MG. The energy management system keeps the SoC in a suitable range to increase the battery life. By controlling the charging and discharging of the HESS, the proposed method has a fast response to the load variation and RER intermittency to prevent the fluctuation of the voltage level of the DC bus and keep it constant. The obtained results validate the efficacy of the proposed fuzzy logic controller.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
混合储能系统集成直流微电网能量管理的模糊逻辑
与交流(AC)相比,直流(DC)系统具有突出的优势,特别是在可再生能源(RER)和微电网(mg)方面。因此,直流微电网(DCMG)受到了广泛的关注。由于在单一直流母线上集成了不同的电源,包括太阳能光伏发电(PV)、风力发电场、柴油发电机和储能系统,因此维持稳定的母线电压需要一个复杂的控制系统,以确保快速决策过程。本文提出了一种基于模糊逻辑控制器的DCMG能量管理策略。提出的DCMG使用混合储能系统(HESS)进行能量平衡,并使用柴油发电机作为备用。该策略利用发电和负载需求以及电池充电状态(SoC)来控制MG内的功率流。能量管理系统将SoC保持在合适的范围内,以增加电池寿命。该方法通过控制HESS的充放电,对负载变化和RER的间歇性有快速响应,防止直流母线电压水平的波动,使其保持恒定。仿真结果验证了所提模糊控制器的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Retrospect and Prospect of Wind Power Participating in Power System Frequency Regulation Analysis of Short-Circuit Characteristics and the Design of a Novel Protection Circuit for SiC MOSFETs Coordinated Optimization of the Planning and Operation of a WF/BESS Comparative Evaluation and Analysis of Packaging Material System and Parallel Package Method Based on Interleaved Planar SiC Power Module Transient Protection of EHV AC Line Based on Wavelet Packet Entropy
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1