{"title":"Multi-Resource Trade-Offs in Resilience Planning Decisions for Power Distribution Systems","authors":"Abodh Poudyal;Anamika Dubey","doi":"10.1109/TIA.2024.3454205","DOIUrl":null,"url":null,"abstract":"Extreme weather events have created a growing concern for power distribution systems, and it is challenging to justify planning budgets due to high levels of uncertainty in observing these events and their impacts on the system. This paper presents a trade-off analysis of different resilience-based active distribution system upgrade solutions, specifically to mitigate the outage risks of high-speed wind events. The resilience planning problem for unbalanced three-phase distribution systems is formulated as a two-stage risk-averse stochastic optimization model with conditional value-at-risk (CVaR) as the risk measure. The possible planning measures include installing grid-forming distributed generators (DGs) capable of islanded operation, installing remote-controlled tie-switches, and implementing line hardening solutions. Realistic wind data and fragility models are adopted to simulate high-speed wind event scenarios. The parameters used in this work for trade-off analysis are fragility models, risk preference, multiple planning resources, and planning budget allocation. The proposed approach is validated on a modified IEEE-123 bus test case. The analysis presented in this work can inform system operators about the trade-offs in optimal planning budget and resource allocation, ultimately enhancing the resilience of the distribution grid.","PeriodicalId":13337,"journal":{"name":"IEEE Transactions on Industry Applications","volume":"60 6","pages":"8031-8043"},"PeriodicalIF":4.2000,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industry Applications","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10664592/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Extreme weather events have created a growing concern for power distribution systems, and it is challenging to justify planning budgets due to high levels of uncertainty in observing these events and their impacts on the system. This paper presents a trade-off analysis of different resilience-based active distribution system upgrade solutions, specifically to mitigate the outage risks of high-speed wind events. The resilience planning problem for unbalanced three-phase distribution systems is formulated as a two-stage risk-averse stochastic optimization model with conditional value-at-risk (CVaR) as the risk measure. The possible planning measures include installing grid-forming distributed generators (DGs) capable of islanded operation, installing remote-controlled tie-switches, and implementing line hardening solutions. Realistic wind data and fragility models are adopted to simulate high-speed wind event scenarios. The parameters used in this work for trade-off analysis are fragility models, risk preference, multiple planning resources, and planning budget allocation. The proposed approach is validated on a modified IEEE-123 bus test case. The analysis presented in this work can inform system operators about the trade-offs in optimal planning budget and resource allocation, ultimately enhancing the resilience of the distribution grid.
期刊介绍:
The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.