级联相关网络电力系统的多谐波源检测

Whei-Min Lin, Chien-Hsien Wu, Chia-Hung Lin, Keng-Pang Tu
{"title":"级联相关网络电力系统的多谐波源检测","authors":"Whei-Min Lin, Chien-Hsien Wu, Chia-Hung Lin, Keng-Pang Tu","doi":"10.1109/DRPT.2004.1338082","DOIUrl":null,"url":null,"abstract":"This paper presents the design of a harmonic source detection system with cascade correlation network (CCN). Harmonic power flow with current injection model calculates bus voltages and total harmonic distortion (THD). THD indices of voltages are used to determine measurement placement in the power system. At metering buses, it shows that harmonic components of voltage under various loads would form particular patterns in the frequency domain, and can be used to create training examples for CCN. Meter planning is helpful to reduce the number of meters and hence the training examples. With 14-bus power system, computer simulations were conducted to show the effectiveness of the proposed system.","PeriodicalId":427228,"journal":{"name":"2004 IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies. Proceedings","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multiple harmonic source detection for power system with cascade correlation network\",\"authors\":\"Whei-Min Lin, Chien-Hsien Wu, Chia-Hung Lin, Keng-Pang Tu\",\"doi\":\"10.1109/DRPT.2004.1338082\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents the design of a harmonic source detection system with cascade correlation network (CCN). Harmonic power flow with current injection model calculates bus voltages and total harmonic distortion (THD). THD indices of voltages are used to determine measurement placement in the power system. At metering buses, it shows that harmonic components of voltage under various loads would form particular patterns in the frequency domain, and can be used to create training examples for CCN. Meter planning is helpful to reduce the number of meters and hence the training examples. With 14-bus power system, computer simulations were conducted to show the effectiveness of the proposed system.\",\"PeriodicalId\":427228,\"journal\":{\"name\":\"2004 IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies. Proceedings\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-04-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2004 IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies. Proceedings\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DRPT.2004.1338082\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2004 IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies. Proceedings","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DRPT.2004.1338082","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

介绍了一种基于级联相关网络的谐波源检测系统的设计。注入电流的谐波潮流计算母线电压和总谐波失真(THD)。电压的THD指标用于确定在电力系统中的测量位置。在计量总线上,它表明在不同负载下电压的谐波分量会在频域中形成特定的模式,并且可以用来创建CCN的训练样例。仪表规划有助于减少仪表数量,从而减少训练示例。以14母线电力系统为例,进行了计算机仿真,验证了该系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiple harmonic source detection for power system with cascade correlation network
This paper presents the design of a harmonic source detection system with cascade correlation network (CCN). Harmonic power flow with current injection model calculates bus voltages and total harmonic distortion (THD). THD indices of voltages are used to determine measurement placement in the power system. At metering buses, it shows that harmonic components of voltage under various loads would form particular patterns in the frequency domain, and can be used to create training examples for CCN. Meter planning is helpful to reduce the number of meters and hence the training examples. With 14-bus power system, computer simulations were conducted to show the effectiveness of the proposed system.
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