磁场定向永磁同步风力发电机组PI与模糊逻辑控制方案的比较

Ahmed S. Al-Toma, G. Taylor, M. Abbod, I. Pisica
{"title":"磁场定向永磁同步风力发电机组PI与模糊逻辑控制方案的比较","authors":"Ahmed S. Al-Toma, G. Taylor, M. Abbod, I. Pisica","doi":"10.1109/ISGTEurope.2017.8260331","DOIUrl":null,"url":null,"abstract":"Wind turbines require continuous monitoring and control in order to maintain constant power output when the speed of wind changes. Controlling a non-linear model of the wind turbine requires a robust controller that can adjust to the changes in the environment as well as operational conditions. Proportional-Integral (PI) controllers can not cope effectively in cases of sudden change in wind speed or transient operation. For this reason, advanced control schemes have been proposed to mitigate the effects of system disturbance. This paper presents detailed modelling, simulation and analysis of a novel Fuzzy Logic Control (FLC) scheme for variable speed wind turbines using a permanent magnet synchronous generators. The machine side controller is designed to match maximum power extraction from wind with converted power to the DC link side. Detailed strategies for PI control and FLC have been discussed and compared. Simulations for different wind speed profiles are also presented in the paper.","PeriodicalId":345050,"journal":{"name":"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"A comparison of PI and fuzzy logic control schemes for field oriented permanent magnet synchronous generator wind turbines\",\"authors\":\"Ahmed S. Al-Toma, G. Taylor, M. Abbod, I. Pisica\",\"doi\":\"10.1109/ISGTEurope.2017.8260331\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Wind turbines require continuous monitoring and control in order to maintain constant power output when the speed of wind changes. Controlling a non-linear model of the wind turbine requires a robust controller that can adjust to the changes in the environment as well as operational conditions. Proportional-Integral (PI) controllers can not cope effectively in cases of sudden change in wind speed or transient operation. For this reason, advanced control schemes have been proposed to mitigate the effects of system disturbance. This paper presents detailed modelling, simulation and analysis of a novel Fuzzy Logic Control (FLC) scheme for variable speed wind turbines using a permanent magnet synchronous generators. The machine side controller is designed to match maximum power extraction from wind with converted power to the DC link side. Detailed strategies for PI control and FLC have been discussed and compared. Simulations for different wind speed profiles are also presented in the paper.\",\"PeriodicalId\":345050,\"journal\":{\"name\":\"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)\",\"volume\":\"75 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISGTEurope.2017.8260331\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISGTEurope.2017.8260331","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

风力涡轮机需要持续的监测和控制,以便在风速变化时保持恒定的输出功率。控制风力发电机的非线性模型需要一个鲁棒控制器,该控制器可以根据环境和运行条件的变化进行调整。比例积分(PI)控制器不能有效地应对风速突变或暂态运行情况。为此,提出了先进的控制方案来减轻系统扰动的影响。本文对一种新型的永磁同步发电机变速风力发电机模糊控制(FLC)方案进行了详细的建模、仿真和分析。机器侧控制器的设计是为了将从风中提取的最大功率与转换到直流链路侧的功率相匹配。对PI控制和FLC的详细策略进行了讨论和比较。文中还对不同风速剖面进行了模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comparison of PI and fuzzy logic control schemes for field oriented permanent magnet synchronous generator wind turbines
Wind turbines require continuous monitoring and control in order to maintain constant power output when the speed of wind changes. Controlling a non-linear model of the wind turbine requires a robust controller that can adjust to the changes in the environment as well as operational conditions. Proportional-Integral (PI) controllers can not cope effectively in cases of sudden change in wind speed or transient operation. For this reason, advanced control schemes have been proposed to mitigate the effects of system disturbance. This paper presents detailed modelling, simulation and analysis of a novel Fuzzy Logic Control (FLC) scheme for variable speed wind turbines using a permanent magnet synchronous generators. The machine side controller is designed to match maximum power extraction from wind with converted power to the DC link side. Detailed strategies for PI control and FLC have been discussed and compared. Simulations for different wind speed profiles are also presented in the paper.
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:604180095
Book学术官方微信