Fault detection Scheme for AC Microgrids based on Sum of Squared Relay Current and TKEO

Salauddin Ansari, J. Sharma, O. Gupta
{"title":"Fault detection Scheme for AC Microgrids based on Sum of Squared Relay Current and TKEO","authors":"Salauddin Ansari, J. Sharma, O. Gupta","doi":"10.1109/ETI4.051663.2021.9619204","DOIUrl":null,"url":null,"abstract":"The design of an efficient protection scheme for an inverter-based distributed generator (IBDGs) microgrid is a complex engineering challenge. An inverter has a low fault current property, and therefore, the conventional protection schemes are not appropriate to detect a fault in an inverter-based microgrid. This paper introduces a protection scheme that employed a Teager-Kaiser energy operator (TKEO) based concept to assessthe one-end current-based signal to detect the fault in the microgrid. The current-based signal is the sum of squared relay currents (SSRCs), evaluated at one end of the distribution line in the microgrid. During regular operation of the microgrid, the SSRC is almost negligible, whereas its variation is considerable in any possible disturbance. The TKEO is applied on the SSRC and based on various simulations, a fault detection index (FDI) is calculated. When FDI is more than the threshold, it is reported as an internal fault; otherwise, it is an external fault or other disturbance. With the help of a simulation study, the suggested protection scheme is testedfor different adverse conditions such as different fault types, fault resistances, fault locations, etc.Furthermore, numerous non-faulty events such as load switching, capacitor switching, and non-linear loading were also used to test the robustness and effectiveness of the proposed scheme. Moreover, the technique is also verified for fault during single-pole tripping. It is found that it can successfully detect the fault even in a two-phase system that indicates the accuracy and efficacy of the scheme.The findings reveal that the proposed approach is proficient in detecting faults in an inverter-based AC microgrid in various operating conditions.","PeriodicalId":129682,"journal":{"name":"2021 Emerging Trends in Industry 4.0 (ETI 4.0)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Emerging Trends in Industry 4.0 (ETI 4.0)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ETI4.051663.2021.9619204","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

The design of an efficient protection scheme for an inverter-based distributed generator (IBDGs) microgrid is a complex engineering challenge. An inverter has a low fault current property, and therefore, the conventional protection schemes are not appropriate to detect a fault in an inverter-based microgrid. This paper introduces a protection scheme that employed a Teager-Kaiser energy operator (TKEO) based concept to assessthe one-end current-based signal to detect the fault in the microgrid. The current-based signal is the sum of squared relay currents (SSRCs), evaluated at one end of the distribution line in the microgrid. During regular operation of the microgrid, the SSRC is almost negligible, whereas its variation is considerable in any possible disturbance. The TKEO is applied on the SSRC and based on various simulations, a fault detection index (FDI) is calculated. When FDI is more than the threshold, it is reported as an internal fault; otherwise, it is an external fault or other disturbance. With the help of a simulation study, the suggested protection scheme is testedfor different adverse conditions such as different fault types, fault resistances, fault locations, etc.Furthermore, numerous non-faulty events such as load switching, capacitor switching, and non-linear loading were also used to test the robustness and effectiveness of the proposed scheme. Moreover, the technique is also verified for fault during single-pole tripping. It is found that it can successfully detect the fault even in a two-phase system that indicates the accuracy and efficacy of the scheme.The findings reveal that the proposed approach is proficient in detecting faults in an inverter-based AC microgrid in various operating conditions.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于继电器电流平方和和TKEO的交流微电网故障检测方案
为基于逆变器的分布式发电机(ibdg)微电网设计有效的保护方案是一项复杂的工程挑战。逆变器具有低故障电流的特性,传统的保护方案不适用于逆变器微电网的故障检测。本文介绍了一种基于Teager-Kaiser能量算子(TKEO)的保护方案,该方案对基于一端电流的信号进行评估,以检测微电网中的故障。基于电流的信号是继电器电流(ssrc)的平方之和,在微电网中配电线路的一端进行评估。在微电网的正常运行中,SSRC几乎可以忽略不计,而在任何可能的干扰下,SSRC的变化都是相当大的。将TKEO应用于SSRC,并在各种仿真的基础上计算出故障检测指数(FDI)。当FDI超过阈值时,报告为内部故障;否则,它就是外部故障或其他干扰。在仿真研究的帮助下,对所建议的保护方案进行了不同不利条件的测试,如不同的故障类型、故障电阻、故障位置等。此外,还使用了许多非故障事件,如负载切换、电容切换和非线性负载,以测试所提出方案的鲁棒性和有效性。此外,该技术还对单极脱扣故障进行了验证。结果表明,该方法即使在两相系统中也能成功地检测出故障,表明了该方法的准确性和有效性。研究结果表明,该方法能够有效地检测逆变器微电网在不同运行条件下的故障。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Detecting Sybil Attack, Black Hole Attack and DoS Attack in VANET Using RSA Algorithm Real Time Servo Analysis of Non-Linear Conical Tank Level Control using Root Locus Technique Apply Blockchain Technology for Security of IoT Devices A Highly Efficient Intrusion Detection and Packet Tracking Based on Game Theory Approach Logistic Regression Model for Loan Prediction: A Machine Learning Approach
×
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
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1