用2型模糊控制器控制风力机驱动双馈感应发电机的功率

Ahmed vall Hemeyine, A. Abbou, Anass Bakouri, M. Labbadi, Sidi Mohamed ould Mohamed El Moustapha
{"title":"用2型模糊控制器控制风力机驱动双馈感应发电机的功率","authors":"Ahmed vall Hemeyine, A. Abbou, Anass Bakouri, M. Labbadi, Sidi Mohamed ould Mohamed El Moustapha","doi":"10.1109/IRSEC48032.2019.9078146","DOIUrl":null,"url":null,"abstract":"This paper deals with controlling the active and reactive power for Wind Energy Conversion System (WECS) based on a doubly fed induction machine (DFIM) connected to the electrical power grid. The Type -2 Fuzzy Logic Control method (T-2FLC) is proposed to control the WEC system. In order to demonstrate its tracking performances, this technique is compared with the classical PI Control method. Several tests are performed in Matlab/Simulink software to show the performance criteria of each controller for tracking the desired references of power under unfavorable changes of the parameters of the control system. Thus, the simulation results show perfectly the robustness and accuracy of the proposed control approach T-2FLC of tracking the active and reactive power. Also, the simulations illustrate the weakness of the PI classic for tracking the desired power under difficult variations of the system parameters.","PeriodicalId":6671,"journal":{"name":"2019 7th International Renewable and Sustainable Energy Conference (IRSEC)","volume":"123 14 1","pages":"1-6"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Power Control for Wind Turbine Driving a Doubly Fed Induction Generator using Type-2 Fuzzy Logic Controller\",\"authors\":\"Ahmed vall Hemeyine, A. Abbou, Anass Bakouri, M. Labbadi, Sidi Mohamed ould Mohamed El Moustapha\",\"doi\":\"10.1109/IRSEC48032.2019.9078146\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper deals with controlling the active and reactive power for Wind Energy Conversion System (WECS) based on a doubly fed induction machine (DFIM) connected to the electrical power grid. The Type -2 Fuzzy Logic Control method (T-2FLC) is proposed to control the WEC system. In order to demonstrate its tracking performances, this technique is compared with the classical PI Control method. Several tests are performed in Matlab/Simulink software to show the performance criteria of each controller for tracking the desired references of power under unfavorable changes of the parameters of the control system. Thus, the simulation results show perfectly the robustness and accuracy of the proposed control approach T-2FLC of tracking the active and reactive power. Also, the simulations illustrate the weakness of the PI classic for tracking the desired power under difficult variations of the system parameters.\",\"PeriodicalId\":6671,\"journal\":{\"name\":\"2019 7th International Renewable and Sustainable Energy Conference (IRSEC)\",\"volume\":\"123 14 1\",\"pages\":\"1-6\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 7th International Renewable and Sustainable Energy Conference (IRSEC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IRSEC48032.2019.9078146\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 7th International Renewable and Sustainable Energy Conference (IRSEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IRSEC48032.2019.9078146","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

本文研究了基于双馈感应电机并网的风能转换系统的有功和无功控制问题。提出了2型模糊逻辑控制方法(T-2FLC)来控制WEC系统。为了验证该方法的跟踪性能,将其与经典PI控制方法进行了比较。在Matlab/Simulink软件中进行了多次测试,展示了在控制系统参数不利变化的情况下,各控制器跟踪所需参考功率的性能准则。仿真结果充分证明了所提出的T-2FLC有功无功跟踪控制方法的鲁棒性和准确性。此外,仿真还说明了经典PI在系统参数难以变化的情况下跟踪所需功率的缺点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power Control for Wind Turbine Driving a Doubly Fed Induction Generator using Type-2 Fuzzy Logic Controller
This paper deals with controlling the active and reactive power for Wind Energy Conversion System (WECS) based on a doubly fed induction machine (DFIM) connected to the electrical power grid. The Type -2 Fuzzy Logic Control method (T-2FLC) is proposed to control the WEC system. In order to demonstrate its tracking performances, this technique is compared with the classical PI Control method. Several tests are performed in Matlab/Simulink software to show the performance criteria of each controller for tracking the desired references of power under unfavorable changes of the parameters of the control system. Thus, the simulation results show perfectly the robustness and accuracy of the proposed control approach T-2FLC of tracking the active and reactive power. Also, the simulations illustrate the weakness of the PI classic for tracking the desired power under difficult variations of the system parameters.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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