A fuzzy logic control approach for smoothing of wind and photovoltaic generation output fluctuations

Dipesh Lamsal, Thomas Conradie, V. Sreeram, Yateendra Mishra, Deepak Kumar
{"title":"A fuzzy logic control approach for smoothing of wind and photovoltaic generation output fluctuations","authors":"Dipesh Lamsal, Thomas Conradie, V. Sreeram, Yateendra Mishra, Deepak Kumar","doi":"10.1109/ANZCC.2017.8298489","DOIUrl":null,"url":null,"abstract":"Increasing levels of the wind and photovoltaic systems require innovative ways to manage the fluctuations caused due to the intermittent generation profile. This paper proposes a fuzzy logic based control approach to smooth the power output of the collocated wind and photovoltaic generation system. A first order filter is modified with a fuzzy logic controller which regulates the battery power, the state of charge and pitch angle for smoothing of the output power. The controller adjusts the time constant of the filter based on the state of charge of battery and pitch angle of wind generation system by considering the battery power. The effectiveness of the proposed approach is analyzed by considering the different values of the state of charge.","PeriodicalId":429208,"journal":{"name":"2017 Australian and New Zealand Control Conference (ANZCC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Australian and New Zealand Control Conference (ANZCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ANZCC.2017.8298489","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

Increasing levels of the wind and photovoltaic systems require innovative ways to manage the fluctuations caused due to the intermittent generation profile. This paper proposes a fuzzy logic based control approach to smooth the power output of the collocated wind and photovoltaic generation system. A first order filter is modified with a fuzzy logic controller which regulates the battery power, the state of charge and pitch angle for smoothing of the output power. The controller adjusts the time constant of the filter based on the state of charge of battery and pitch angle of wind generation system by considering the battery power. The effectiveness of the proposed approach is analyzed by considering the different values of the state of charge.
风电和光伏发电输出波动平滑的模糊逻辑控制方法
风力和光伏发电系统的水平不断提高,需要创新的方法来管理由于间歇性发电造成的波动。提出了一种基于模糊逻辑的风电光伏并网发电系统输出平滑控制方法。采用模糊控制器对一阶滤波器进行改进,通过调节电池电量、充电状态和俯仰角来平滑输出功率。控制器根据电池的充电状态和风力发电系统的俯仰角,考虑电池功率,调整滤波器的时间常数。通过考虑不同的电荷状态值,分析了所提方法的有效性。
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 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