用遗传算法跟踪与孤立负载连接的同步发电机驱动的风力发电机的最大功率点

M. Lasheen, F. Bendary, M. Sharaf, H. El-Zoghby
{"title":"用遗传算法跟踪与孤立负载连接的同步发电机驱动的风力发电机的最大功率点","authors":"M. Lasheen, F. Bendary, M. Sharaf, H. El-Zoghby","doi":"10.1109/SASG.2014.7274278","DOIUrl":null,"url":null,"abstract":"Wind turbine generation is rapidly becoming the preferred renewable source of electric energy. The amount of energy captured from a wind energy conversion system (WECS) depends not only on the prevailing wind at the site, but also on the control strategy used for the WECS. Modeling, control and simulation of a wind turbine conversion system connected to an isolated load are proposed. The wind turbine being considered a variable speed turbine connected to a gear box to move a three phase wound rotor synchronous generator. The variable frequency energy produced by the generator is converted to the 50 Hz power system energy by a full power AC/DC/AC electronic converter. The maximum output power at every wind speed is achieved by selecting a certain inverter modulation index using proportional-integral controller which uses DC link power as feedback signal. The controller gains (Kp and Ki) are optimized using the Genetic Algorithm.","PeriodicalId":395633,"journal":{"name":"2014 Saudi Arabia Smart Grid Conference (SASG)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Maximum power point tracking of a wind turbine driven by synchronous generator connected to an isolated load using genetic algorithm\",\"authors\":\"M. Lasheen, F. Bendary, M. Sharaf, H. El-Zoghby\",\"doi\":\"10.1109/SASG.2014.7274278\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Wind turbine generation is rapidly becoming the preferred renewable source of electric energy. The amount of energy captured from a wind energy conversion system (WECS) depends not only on the prevailing wind at the site, but also on the control strategy used for the WECS. Modeling, control and simulation of a wind turbine conversion system connected to an isolated load are proposed. The wind turbine being considered a variable speed turbine connected to a gear box to move a three phase wound rotor synchronous generator. The variable frequency energy produced by the generator is converted to the 50 Hz power system energy by a full power AC/DC/AC electronic converter. The maximum output power at every wind speed is achieved by selecting a certain inverter modulation index using proportional-integral controller which uses DC link power as feedback signal. The controller gains (Kp and Ki) are optimized using the Genetic Algorithm.\",\"PeriodicalId\":395633,\"journal\":{\"name\":\"2014 Saudi Arabia Smart Grid Conference (SASG)\",\"volume\":\"9 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 Saudi Arabia Smart Grid Conference (SASG)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SASG.2014.7274278\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 Saudi Arabia Smart Grid Conference (SASG)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SASG.2014.7274278","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

风力涡轮机发电正迅速成为首选的可再生电力能源。从风能转换系统(WECS)中捕获的能量不仅取决于现场的盛行风,还取决于用于WECS的控制策略。提出了连接孤立负荷的风力发电机组转换系统的建模、控制和仿真。风力涡轮机被认为是连接到齿轮箱来移动三相绕线转子同步发电机的变速涡轮机。发电机产生的变频能量通过全功率AC/DC/AC电子变换器转换为50hz的电力系统能量。采用比例积分控制器,以直流链路功率为反馈信号,选择一定的逆变器调制指标,实现各风速下的最大输出功率。采用遗传算法对控制器增益Kp和Ki进行优化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Maximum power point tracking of a wind turbine driven by synchronous generator connected to an isolated load using genetic algorithm
Wind turbine generation is rapidly becoming the preferred renewable source of electric energy. The amount of energy captured from a wind energy conversion system (WECS) depends not only on the prevailing wind at the site, but also on the control strategy used for the WECS. Modeling, control and simulation of a wind turbine conversion system connected to an isolated load are proposed. The wind turbine being considered a variable speed turbine connected to a gear box to move a three phase wound rotor synchronous generator. The variable frequency energy produced by the generator is converted to the 50 Hz power system energy by a full power AC/DC/AC electronic converter. The maximum output power at every wind speed is achieved by selecting a certain inverter modulation index using proportional-integral controller which uses DC link power as feedback signal. The controller gains (Kp and Ki) are optimized using the Genetic Algorithm.
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