A Hybrid Energy Storage System Based on Wavelet Packet Decomposition Technology for Photovoltaic Power Smoothing

Li-Guo Weng, Xing-Long Feng, Di Jin, Hao-Han Ying, Shi-Hong Yue
{"title":"A Hybrid Energy Storage System Based on Wavelet Packet Decomposition Technology for Photovoltaic Power Smoothing","authors":"Li-Guo Weng, Xing-Long Feng, Di Jin, Hao-Han Ying, Shi-Hong Yue","doi":"10.1109/ICoPESA56898.2023.10140320","DOIUrl":null,"url":null,"abstract":"The strong fluctuation and intermittent of PV power generation have a great impact on the power quality and reliability of the power grid. A hybrid energy storage system (HESS) consisting of batteries and supercapacitors is always used to smooth PV power fluctuation, thereby reducing the impact on the grid. In this paper, based on the different characteristics of batteries and supercapacitors, a two-stage PV power fluctuation smoothing method is proposed. This method aims to meet the PV active power fluctuation standard in two different timescales. In the first stage, according to the short-term prediction of the PV power generation, the wavelet packet decomposition strategy is used to distribute the high-frequency component and obtain the first part power commands of the battery and the supercapacitor. In the second stage, based on the two-timescale PV active power fluctuation standard, the commands of the battery and the supercapacitor can be adjusted in real time. Further, two test days, i.e. sunny day and cloudy day, are used to verify the efficiency of the proposed two-stage PV power fluctuation smoothing method. Numerical results show that the proposed method can smooth the PV power generation fluctuations effectively by taking full advantage of the performance benefits of the HESS.","PeriodicalId":127339,"journal":{"name":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Conference on Power Energy Systems and Applications (ICoPESA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICoPESA56898.2023.10140320","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

The strong fluctuation and intermittent of PV power generation have a great impact on the power quality and reliability of the power grid. A hybrid energy storage system (HESS) consisting of batteries and supercapacitors is always used to smooth PV power fluctuation, thereby reducing the impact on the grid. In this paper, based on the different characteristics of batteries and supercapacitors, a two-stage PV power fluctuation smoothing method is proposed. This method aims to meet the PV active power fluctuation standard in two different timescales. In the first stage, according to the short-term prediction of the PV power generation, the wavelet packet decomposition strategy is used to distribute the high-frequency component and obtain the first part power commands of the battery and the supercapacitor. In the second stage, based on the two-timescale PV active power fluctuation standard, the commands of the battery and the supercapacitor can be adjusted in real time. Further, two test days, i.e. sunny day and cloudy day, are used to verify the efficiency of the proposed two-stage PV power fluctuation smoothing method. Numerical results show that the proposed method can smooth the PV power generation fluctuations effectively by taking full advantage of the performance benefits of the HESS.
基于小波包分解技术的光伏电力滤波混合储能系统
光伏发电的强波动性和间歇性对电网的电能质量和可靠性影响很大。通常采用由电池和超级电容器组成的混合储能系统(HESS)来平滑光伏发电功率波动,从而减少对电网的影响。本文针对电池和超级电容器的不同特性,提出了一种两级光伏功率波动平滑方法。该方法旨在满足两个不同时间尺度的光伏有功功率波动标准。第一阶段,根据光伏发电的短期预测,采用小波包分解策略对高频分量进行分布,得到电池和超级电容器的第一部分功率指令;第二阶段,基于双时间尺度光伏有功功率波动标准,对电池和超级电容器的指令进行实时调整。进一步,利用晴天和阴天两个测试日验证了所提出的两级光伏功率波动平滑方法的有效性。数值结果表明,该方法可以充分利用HESS的性能优势,有效地平滑光伏发电波动。
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