MMC-HVDC 电网输电线路保护方法:基于置换熵算法

IF 5 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Xiangyang Liu, Zhong Tang, Haoyang Cui, Chenyu Wang
{"title":"MMC-HVDC 电网输电线路保护方法:基于置换熵算法","authors":"Xiangyang Liu,&nbsp;Zhong Tang,&nbsp;Haoyang Cui,&nbsp;Chenyu Wang","doi":"10.1016/j.ijepes.2024.110296","DOIUrl":null,"url":null,"abstract":"<div><div>Modular multilevel converter high-voltage direct current is increasingly used for electric energy transmission and is a method for addressing energy distribution. However, when a DC short circuit fault occurs in the transmission line, the fault current rapidly increases, posing a threat to the normal operation of the MMC-HVDC grid. Therefore, it is necessary to quickly identify faults in the transmission line to protect the safe operation of the grid. To address this issue, this paper proposes a novel protection method for MMC-HVDC grids based on the permutation entropy algorithm. The permutation entropy algorithm exhibits good performance in analyzing the degree of disorder in signal data. In this paper, wavelet transform is used to decompose the sampled signal, extract detail coefficients at different frequencies, and then calculate permutation entropy values to identify faults based on their characteristics. Finally, a simulation model of an MMC-HVDC grid is built using PSCAD/EMTDC to verify the accuracy of the proposed method. The results show that the proposed method performs well under different fault distances, fault resistances, and noise interference.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110296"},"PeriodicalIF":5.0000,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"MMC-HVDC grids transmission line protection method: Based on permutation entropy algorithm\",\"authors\":\"Xiangyang Liu,&nbsp;Zhong Tang,&nbsp;Haoyang Cui,&nbsp;Chenyu Wang\",\"doi\":\"10.1016/j.ijepes.2024.110296\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Modular multilevel converter high-voltage direct current is increasingly used for electric energy transmission and is a method for addressing energy distribution. However, when a DC short circuit fault occurs in the transmission line, the fault current rapidly increases, posing a threat to the normal operation of the MMC-HVDC grid. Therefore, it is necessary to quickly identify faults in the transmission line to protect the safe operation of the grid. To address this issue, this paper proposes a novel protection method for MMC-HVDC grids based on the permutation entropy algorithm. The permutation entropy algorithm exhibits good performance in analyzing the degree of disorder in signal data. In this paper, wavelet transform is used to decompose the sampled signal, extract detail coefficients at different frequencies, and then calculate permutation entropy values to identify faults based on their characteristics. Finally, a simulation model of an MMC-HVDC grid is built using PSCAD/EMTDC to verify the accuracy of the proposed method. The results show that the proposed method performs well under different fault distances, fault resistances, and noise interference.</div></div>\",\"PeriodicalId\":50326,\"journal\":{\"name\":\"International Journal of Electrical Power & Energy Systems\",\"volume\":\"162 \",\"pages\":\"Article 110296\"},\"PeriodicalIF\":5.0000,\"publicationDate\":\"2024-10-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Electrical Power & Energy Systems\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0142061524005180\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Electrical Power & Energy Systems","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0142061524005180","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

模块化多电平转换器高压直流电越来越多地用于电能传输,也是解决能源分配的一种方法。然而,当输电线路发生直流短路故障时,故障电流会迅速增大,对 MMC-HVDC 电网的正常运行构成威胁。因此,有必要快速识别输电线路中的故障,以保护电网的安全运行。针对这一问题,本文提出了一种基于置换熵算法的新型 MMC-HVDC 电网保护方法。置换熵算法在分析信号数据的无序程度方面表现出良好的性能。本文利用小波变换对采样信号进行分解,提取不同频率的细节系数,然后计算排列熵值,根据其特征识别故障。最后,使用 PSCAD/EMTDC 建立了一个 MMC-HVDC 电网的仿真模型,以验证所提方法的准确性。结果表明,在不同的故障距离、故障电阻和噪声干扰下,所提出的方法都有良好的表现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MMC-HVDC grids transmission line protection method: Based on permutation entropy algorithm
Modular multilevel converter high-voltage direct current is increasingly used for electric energy transmission and is a method for addressing energy distribution. However, when a DC short circuit fault occurs in the transmission line, the fault current rapidly increases, posing a threat to the normal operation of the MMC-HVDC grid. Therefore, it is necessary to quickly identify faults in the transmission line to protect the safe operation of the grid. To address this issue, this paper proposes a novel protection method for MMC-HVDC grids based on the permutation entropy algorithm. The permutation entropy algorithm exhibits good performance in analyzing the degree of disorder in signal data. In this paper, wavelet transform is used to decompose the sampled signal, extract detail coefficients at different frequencies, and then calculate permutation entropy values to identify faults based on their characteristics. Finally, a simulation model of an MMC-HVDC grid is built using PSCAD/EMTDC to verify the accuracy of the proposed method. The results show that the proposed method performs well under different fault distances, fault resistances, and noise interference.
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
International Journal of Electrical Power & Energy Systems
International Journal of Electrical Power & Energy Systems 工程技术-工程:电子与电气
CiteScore
12.10
自引率
17.30%
发文量
1022
审稿时长
51 days
期刊介绍: The journal covers theoretical developments in electrical power and energy systems and their applications. The coverage embraces: generation and network planning; reliability; long and short term operation; expert systems; neural networks; object oriented systems; system control centres; database and information systems; stock and parameter estimation; system security and adequacy; network theory, modelling and computation; small and large system dynamics; dynamic model identification; on-line control including load and switching control; protection; distribution systems; energy economics; impact of non-conventional systems; and man-machine interfaces. As well as original research papers, the journal publishes short contributions, book reviews and conference reports. All papers are peer-reviewed by at least two referees.
×
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