Security constrained optimal power shutoff for wildfire risk mitigation

Author:

Rhodes Noah1ORCID,Coffrin Carleton2,Roald Line1

Affiliation:

1. Department of Electrical and Computer Engineering University of Wisconsin‐Madison Madison USA

2. Los Alamos National Laboratory Los Alamos New Mexico USA

Abstract

AbstractElectric grid faults are increasingly the source of ignition for major wildfires. To reduce the likelihood of such ignitions in high risk situations, utilities use preemptive de‐energization of power lines, commonly referred to as Public Safety Power Shutoffs (PSPS). Besides raising challenging trade‐offs between power outages and wildfire safety, PSPS removes redundancy from the network at a time when component faults are likely to happen. This may leave the network particularly vulnerable to unexpected line faults that may occur while the PSPS is in place. Previous works have not explicitly considered the impacts of these outages. To address this gap, the Security Constrained Optimal Power Shutoff problem is proposed which uses post‐contingency security constraints to model the impact of unexpected line faults when planning a PSPS. This model enables, for the first time, the exploration of a wide range of trade‐offs between both wildfire risk and pre‐ and post‐contingency load shedding when designing PSPS plans, providing useful insights for utilities and policy makers considering different approaches to PSPS. The efficacy of the model is demonstrated using the EPRI 39‐bus system as a case study. The results highlight the potential risks of not considering security constraints when planning PSPS and show that incorporating security constraints into the PSPS design process improves the resilience of current PSPS plans.

Funder

Advanced Scientific Computing Research

Division of Electrical, Communications and Cyber Systems

Publisher

Institution of Engineering and Technology (IET)

Reference71 articles.

1. Porter T.:2018 wildfire activity statistics ‐ California.https://www.fire.ca.gov/media/10059/2017_redbook_final.pdf(2018)

2. Porter T.:2019 wildfire activity statistics ‐ California.https://www.fire.ca.gov/media/iy1gpp2s/2019_redbook_final.pdf(2019)

3. Tyler J.:2021 wildfire activity statistics ‐ California.https://www.fire.ca.gov/media/hxcjen2j/2021_redbook_final.pdf(2021)

4. Electrically caused wildfires in Victoria, Australia are over-represented when fire danger is elevated

5. Historical patterns of wildfire ignition sources in California ecosystems

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3