基于模糊逻辑和常规P&O的变速风能转换系统控制

2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI:10.1109/ISACS48493.2019.9068866

Mohammed Zerouali, M. Boutouba, Abdelghani El Ougli, B. Tidhaf

{"title":"基于模糊逻辑和常规P&O的变速风能转换系统控制","authors":"Mohammed Zerouali, M. Boutouba, Abdelghani El Ougli, B. Tidhaf","doi":"10.1109/ISACS48493.2019.9068866","DOIUrl":null,"url":null,"abstract":"This paper presents a modeling and a simulation of a wind energy conversion system, based on a synchronous permanent magnet generator (PMSG), with the integration of maximum power point tracking techniques in order to extract maximum power from the turbine independently of the change in wind speed. The system is controlled by two of the most popular MPPT algorithms: as traditional one perturb and observe (P&O) and the fuzzy logic (FL). The considered model as well the control strategies has been implemented in MATLAB/Simulink environment. Therefore, the presented simulations results show the performance of fuzzy logic (FL) against the conventional P&O.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"156 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Control of variable speed wind energy conversion systems by fuzzy logic and conventional P&O\",\"authors\":\"Mohammed Zerouali, M. Boutouba, Abdelghani El Ougli, B. Tidhaf\",\"doi\":\"10.1109/ISACS48493.2019.9068866\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a modeling and a simulation of a wind energy conversion system, based on a synchronous permanent magnet generator (PMSG), with the integration of maximum power point tracking techniques in order to extract maximum power from the turbine independently of the change in wind speed. The system is controlled by two of the most popular MPPT algorithms: as traditional one perturb and observe (P&O) and the fuzzy logic (FL). The considered model as well the control strategies has been implemented in MATLAB/Simulink environment. Therefore, the presented simulations results show the performance of fuzzy logic (FL) against the conventional P&O.\",\"PeriodicalId\":312521,\"journal\":{\"name\":\"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)\",\"volume\":\"156 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISACS48493.2019.9068866\",\"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 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISACS48493.2019.9068866","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 10

摘要

本文提出了一种基于同步永磁发电机(PMSG)的风能转换系统的建模和仿真方法，并结合最大功率点跟踪技术，在不受风速变化影响的情况下从风力机中提取最大功率。该系统由两种最流行的MPPT算法控制:传统的一摄动观察(P&O)和模糊逻辑(FL)。在MATLAB/Simulink环境下实现了所考虑的模型和控制策略。因此，仿真结果表明了模糊逻辑(FL)对常规P&O的性能。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Control of variable speed wind energy conversion systems by fuzzy logic and conventional P&O

This paper presents a modeling and a simulation of a wind energy conversion system, based on a synchronous permanent magnet generator (PMSG), with the integration of maximum power point tracking techniques in order to extract maximum power from the turbine independently of the change in wind speed. The system is controlled by two of the most popular MPPT algorithms: as traditional one perturb and observe (P&O) and the fuzzy logic (FL). The considered model as well the control strategies has been implemented in MATLAB/Simulink environment. Therefore, the presented simulations results show the performance of fuzzy logic (FL) against the conventional P&O.

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

2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)

自引率

0.00%

发文量