发布求助
文献互助 智能选刊 最新文献

Proceedings. National Power Engineering Conference, 2003. PECon 2003.最新文献

筛选
英文 中文
Application of ANN to determine the OLTC in minimizing the real power losses in a power system 应用人工神经网络确定电力系统实际功率损耗最小的OLTC
Proceedings. National Power Engineering Conference, 2003. PECon 2003. Pub Date : 1900-01-01 DOI: 10.1109/PECON.2003.1437420
N. H. Hashim, T. Rahman, M. Latip, I. Musirin
{"title":"Application of ANN to determine the OLTC in minimizing the real power losses in a power system","authors":"N. H. Hashim, T. Rahman, M. Latip, I. Musirin","doi":"10.1109/PECON.2003.1437420","DOIUrl":"https://doi.org/10.1109/PECON.2003.1437420","url":null,"abstract":"This paper presents an artificial neural network (ANN) technique for determining optimum tapping ratio of tap changing transformer, which will in turn minimise real power losses in an electrical power system. Training data containing variety of load patterns, tap changing ratio and real power losses associated with each tapping, are fed into a neural network. By using the Levenberg-Marquardt algorithm, a back propagation network is trained so that it can predict the optimum tap ratio when unseen data are fed into the network. The technique was tested on a 6-bus IEEE system and the results show that the proposed ANN technique is highly accurate, reliable and capable to predict at a faster rate.","PeriodicalId":136640,"journal":{"name":"Proceedings. National Power Engineering Conference, 2003. PECon 2003.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132688858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
首页 上一页
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
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
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