Multi-Resource Trade-Offs in Resilience Planning Decisions for Power Distribution Systems

IF 4.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Abodh Poudyal;Anamika Dubey
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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.
配电系统弹性规划决策中的多资源权衡
极端天气事件已成为配电系统日益关注的问题,由于在观测这些事件及其对系统的影响方面存在很大的不确定性,因此合理规划预算具有挑战性。本文对不同的基于恢复能力的主动配电系统升级解决方案进行了权衡分析,特别是为了降低高速风力事件的停电风险。不平衡三相配电系统的恢复能力规划问题被表述为一个两阶段风险规避随机优化模型,以条件风险值 (CVaR) 作为风险度量。可能的规划措施包括安装能够孤岛运行的并网分布式发电机 (DG)、安装遥控连接开关以及实施线路加固解决方案。采用真实的风力数据和脆性模型模拟高速风力事件场景。这项工作用于权衡分析的参数包括脆性模型、风险偏好、多种规划资源和规划预算分配。所提出的方法在修改后的 IEEE-123 总线测试案例中进行了验证。本研究提出的分析方法可为系统运营商提供最优规划预算和资源分配的权衡信息,最终提高配电网的恢复能力。
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来源期刊
IEEE Transactions on Industry Applications
IEEE Transactions on Industry Applications 工程技术-工程:电子与电气
CiteScore
9.90
自引率
9.10%
发文量
747
审稿时长
3.3 months
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.
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