发布求助
文献互助 智能选刊 最新文献

2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG)最新文献

筛选
英文 中文
An Optimal PMU Placement Scheme for Early Prediction of Transient Instabilities in Power Systems 电力系统暂态不稳定早期预测的PMU优化配置方案
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG) Pub Date : 1900-01-01 DOI: 10.1109/SGCF.2019.8782314
Mert Kesici, Can Berk Saner, Mohammed Mahdi, Y. Yaslan, V. M. I. Genç
{"title":"An Optimal PMU Placement Scheme for Early Prediction of Transient Instabilities in Power Systems","authors":"Mert Kesici, Can Berk Saner, Mohammed Mahdi, Y. Yaslan, V. M. I. Genç","doi":"10.1109/SGCF.2019.8782314","DOIUrl":"https://doi.org/10.1109/SGCF.2019.8782314","url":null,"abstract":"Recently, technological developments in PMUs have led to a widespread deployment of PMUs in electrical power systems to carry out many online applications, thanks to their high reporting rates and synchronized measurements. Since it may not be feasible to deploy a PMU on every bus in the system, a selected number of buses can be chosen for the deployment of PMUs to achieve a certain task. In this paper, a new PMU placement method based on feature selection algorithms for obtaining a high accuracy in early predicting of transient instabilities is proposed. The optimal PMU locations are selected according to two different feature selection methods, which are filtering based and feature importance based algorithms. The feature selection methods are implemented with the use of a classifier based on LightGBM. The proposed method is demonstrated on the 127-bus Western Systems Coordinating Council test system.","PeriodicalId":116136,"journal":{"name":"2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG)","volume":"157 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114168409","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: 5
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