Study on power system resilience assessment considering cascading failures during wildfire disasters

IF 4.7 3区 工程技术 Q2 ENERGY & FUELS
Baohong Li, Changle Liu, Yue Yin, Qin Jiang, Yingmin Zhang, Tianqi Liu
{"title":"Study on power system resilience assessment considering cascading failures during wildfire disasters","authors":"Baohong Li,&nbsp;Changle Liu,&nbsp;Yue Yin,&nbsp;Qin Jiang,&nbsp;Yingmin Zhang,&nbsp;Tianqi Liu","doi":"10.1016/j.egyr.2025.01.047","DOIUrl":null,"url":null,"abstract":"<div><div>Wildfire disasters, driven by climate change, have increased in frequency and intensity over the past decades, posing unprecedented challenges to the resilience of power systems. These disasters often lead to cascading failures, resulting in severe power outages and significant economic losses. Accurate and efficient resilience assessment is critical for understanding the vulnerabilities of power systems and supporting effective decision-making during wildfire disasters. This paper proposes a comprehensive framework for assessing the resilience of power systems impacted by wildfire disasters. The framework evaluates the probability of transmission line failure, cascading failure-induced load shedding, and resilience indices that capture transient processes. To enhance computational efficiency, the Impact Increment State Enumeration method is incorporated, enabling fast enumeration of various failure elements. Additionally, the sparsity of failure probability sets is leveraged to further optimize the efficiency of the IISE algorithm. The proposed method facilitates rapid and accurate resilience assessments for power systems during wildfire disasters. The framework is validated using both the IEEE 9-bus system and a practical power system in a wildfire-prone area, demonstrating its effectiveness and practical applicability. Results show that the framework can provide actionable insights for resilience planning and decision-making, helping evaluate the impacts of wildfire disasters on power system operations.</div></div>","PeriodicalId":11798,"journal":{"name":"Energy Reports","volume":"13 ","pages":"Pages 1819-1833"},"PeriodicalIF":4.7000,"publicationDate":"2025-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Reports","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352484725000502","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0

Abstract

Wildfire disasters, driven by climate change, have increased in frequency and intensity over the past decades, posing unprecedented challenges to the resilience of power systems. These disasters often lead to cascading failures, resulting in severe power outages and significant economic losses. Accurate and efficient resilience assessment is critical for understanding the vulnerabilities of power systems and supporting effective decision-making during wildfire disasters. This paper proposes a comprehensive framework for assessing the resilience of power systems impacted by wildfire disasters. The framework evaluates the probability of transmission line failure, cascading failure-induced load shedding, and resilience indices that capture transient processes. To enhance computational efficiency, the Impact Increment State Enumeration method is incorporated, enabling fast enumeration of various failure elements. Additionally, the sparsity of failure probability sets is leveraged to further optimize the efficiency of the IISE algorithm. The proposed method facilitates rapid and accurate resilience assessments for power systems during wildfire disasters. The framework is validated using both the IEEE 9-bus system and a practical power system in a wildfire-prone area, demonstrating its effectiveness and practical applicability. Results show that the framework can provide actionable insights for resilience planning and decision-making, helping evaluate the impacts of wildfire disasters on power system operations.
求助全文
约1分钟内获得全文 求助全文
来源期刊
Energy Reports
Energy Reports Energy-General Energy
CiteScore
8.20
自引率
13.50%
发文量
2608
审稿时长
38 days
期刊介绍: Energy Reports is a new online multidisciplinary open access journal which focuses on publishing new research in the area of Energy with a rapid review and publication time. Energy Reports will be open to direct submissions and also to submissions from other Elsevier Energy journals, whose Editors have determined that Energy Reports would be a better fit.
×
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