A Power Outage Data Informed Resilience Assessment Framework

弹性(材料科学) 计算机科学 功率(物理) 可靠性工程 风险分析(工程) 业务 工程类 量子力学 热力学 物理
作者
Michael Abdelmalak,Sean Ericson,Jordan Cox,Mohammed Benidris,Eliza Hotchkiss
标识
DOI:10.1109/rws55399.2022.9984016
摘要

Catastrophic impacts to power systems due to disruptive events have increased significantly during the last decade. These events highlight the need to develop approaches to assess the resilience of power systems against extreme events. However, the availability of data that capture power system performance during and after disruptive events is scarce. This paper proposes an assessment framework to evaluate the performance aspects of the grid system during extreme outage events using the Environment for Analysis of Geo-Located Energy Information (EAGLE-I) data. EAGLE-I includes information related to the number of impacted customers, duration, and location of power outages in the United States. Statistical analyses were conducted to extract resilient-based outage data and derive probability distribution functions of their impact and recovery characteristics. A list of extreme events is identified based on few predetermined threshold values. Metrics from other power outage assessments were used to measure the characteristics of each event, including impact rate and duration, recovery rate and duration, and impact level. A probability distribution function is obtained for each metric. The obtained results provide a representation of national grid performance during extreme events, which can be applied as a framework to evaluate various resilience enhancement techniques.
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