Research on Flow Control of all Vanadium Flow Battery Energy Storage Based on Fuzzy Algorithm

D. Tao, Wang Wei, Zhang Xin, Li Aikui
{"title":"Research on Flow Control of all Vanadium Flow Battery Energy Storage Based on Fuzzy Algorithm","authors":"D. Tao, Wang Wei, Zhang Xin, Li Aikui","doi":"10.1109/CICN.2016.143","DOIUrl":null,"url":null,"abstract":"Combined with the simple flow control method and low discharge energy of all vanadium battery energy storage system, this paper proposes a flow control method based on fuzzy algorithm to improve the energy efficiency of all vanadium flow battery energy storage system. Fuzzy controller which is applicable to the system is designed, charging and discharging power, SOC, frequency of the inverter are fuzzy modeling and optimal flow control strategy is produced by fuzzication, reasoning machine and defuzzification. The experiments show that flow control method based on fuzzy algorithm can effectively control the flow and improve discharge energy of all vanadium battery energy storage system.","PeriodicalId":6487,"journal":{"name":"2014 International Conference on Computational Intelligence and Communication Networks","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference on Computational Intelligence and Communication Networks","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CICN.2016.143","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Combined with the simple flow control method and low discharge energy of all vanadium battery energy storage system, this paper proposes a flow control method based on fuzzy algorithm to improve the energy efficiency of all vanadium flow battery energy storage system. Fuzzy controller which is applicable to the system is designed, charging and discharging power, SOC, frequency of the inverter are fuzzy modeling and optimal flow control strategy is produced by fuzzication, reasoning machine and defuzzification. The experiments show that flow control method based on fuzzy algorithm can effectively control the flow and improve discharge energy of all vanadium battery energy storage system.
基于模糊算法的全钒液流电池储能流量控制研究
结合全钒电池储能系统流量控制方法简单、放电能量低的特点,提出了一种基于模糊算法的全钒电池储能系统流量控制方法,以提高全钒电池储能系统的能效。设计了适用于该系统的模糊控制器,对逆变器的充放电功率、SOC、频率进行模糊建模,并通过模糊化、推理机和去模糊化等方法产生最优流量控制策略。实验表明,基于模糊算法的流量控制方法能够有效地控制全钒电池储能系统的流量,提高系统的放电能量。
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:481959085
Book学术官方微信