具有电能质量改善的并网光伏系统的神经模糊控制

J. R. Vazquez, Aranzazu D. Martin, R. S. Herrera
{"title":"具有电能质量改善的并网光伏系统的神经模糊控制","authors":"J. R. Vazquez, Aranzazu D. Martin, R. S. Herrera","doi":"10.1109/EUROCON.2013.6625082","DOIUrl":null,"url":null,"abstract":"This paper presents a Photovoltaic Active Power Line Conditioner, a device designed to extract the maximum power of a photovoltaic (PV) system and to compensate the nonlinear and unbalanced loads of the electrical power systems. The grid-connected PV systems require DC-DC and DC-AC power converters to maximize the generated PV power and to inject an AC current to the network. In this work, a neuro-fuzzy system to achieve the Maximum Power Point (MPP) and a fuzzy logic control loop to ensure the Maximum Power Point Tracking (MPPT) of the PV system connected at DC side are designed. The DC-AC power converter control strategy includes an active compensation of the non-linear and unbalanced loads connected to the electrical system. The performance of the PV conditioner with the neuro-fuzzy control designed has been analyzed through a simulation platform.","PeriodicalId":136720,"journal":{"name":"Eurocon 2013","volume":"70 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Neuro-fuzzy control of a grid-connected photovoltaic system with power quality improvement\",\"authors\":\"J. R. Vazquez, Aranzazu D. Martin, R. S. Herrera\",\"doi\":\"10.1109/EUROCON.2013.6625082\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a Photovoltaic Active Power Line Conditioner, a device designed to extract the maximum power of a photovoltaic (PV) system and to compensate the nonlinear and unbalanced loads of the electrical power systems. The grid-connected PV systems require DC-DC and DC-AC power converters to maximize the generated PV power and to inject an AC current to the network. In this work, a neuro-fuzzy system to achieve the Maximum Power Point (MPP) and a fuzzy logic control loop to ensure the Maximum Power Point Tracking (MPPT) of the PV system connected at DC side are designed. The DC-AC power converter control strategy includes an active compensation of the non-linear and unbalanced loads connected to the electrical system. The performance of the PV conditioner with the neuro-fuzzy control designed has been analyzed through a simulation platform.\",\"PeriodicalId\":136720,\"journal\":{\"name\":\"Eurocon 2013\",\"volume\":\"70 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Eurocon 2013\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EUROCON.2013.6625082\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Eurocon 2013","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EUROCON.2013.6625082","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

本文介绍了一种光伏有功电力线调节器,它是一种提取光伏系统的最大功率并补偿电力系统的非线性和不平衡负荷的装置。并网光伏系统需要DC-DC和DC-AC电源转换器来最大限度地利用光伏发电,并向电网注入交流电流。本文设计了一个神经模糊系统来实现最大功率点(MPP),并设计了一个模糊逻辑控制回路来保证直流侧光伏系统的最大功率点跟踪(MPPT)。直流-交流功率变换器控制策略包括对与电力系统相连的非线性和不平衡负载进行主动补偿。通过仿真平台对所设计的神经模糊控制的光伏空调性能进行了分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Neuro-fuzzy control of a grid-connected photovoltaic system with power quality improvement
This paper presents a Photovoltaic Active Power Line Conditioner, a device designed to extract the maximum power of a photovoltaic (PV) system and to compensate the nonlinear and unbalanced loads of the electrical power systems. The grid-connected PV systems require DC-DC and DC-AC power converters to maximize the generated PV power and to inject an AC current to the network. In this work, a neuro-fuzzy system to achieve the Maximum Power Point (MPP) and a fuzzy logic control loop to ensure the Maximum Power Point Tracking (MPPT) of the PV system connected at DC side are designed. The DC-AC power converter control strategy includes an active compensation of the non-linear and unbalanced loads connected to the electrical system. The performance of the PV conditioner with the neuro-fuzzy control designed has been analyzed through a simulation platform.
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