Risk and Resilience Assessment With Component Criticality Ranking of Electric Power Systems Subject to Earthquakes

被引:64
作者
Espinoza, Sebastian [1 ]
Poulos, Alan [1 ,2 ]
Rudnick, Hugh [1 ]
Carlos de la Llera, Juan [1 ,2 ]
Panteli, Mathaios [3 ]
Mancarella, Pierluigi [3 ,4 ]
机构
[1] Pontificia Univ Catolica Chile, Santiago 7820436, Chile
[2] Natl Res Ctr Integrated Nat Disasters Management, CONICYT FONDAP 15110017, Santiago 4860, Chile
[3] Univ Manchester, Manchester M13 9PL, Lancs, England
[4] Univ Melbourne, Melbourne, Vic 3010, Australia
来源
IEEE SYSTEMS JOURNAL | 2020年 / 14卷 / 02期
基金
英国工程与自然科学研究理事会;
关键词
Resilience; Power systems; Earthquakes; Hazards; Generators; Loss measurement; Seismic measurements; Criticality ranking; earthquake response; economic impacts; importance measures; reliability; resilience; seismic risk assessment; PERFORMANCE; ADAPTATION;
D O I
10.1109/JSYST.2019.2961356
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Countries around the world suffer the dramatic impact of earthquakes and other natural hazards reflected in casualties, infrastructure damage, service interruptions, and recovery costs. Although disaster exposure consciousness of electric power systems has increased in recent years, mitigation and adaptation actions, such as reserve scheduling and infrastructure investments, are usually performed without quantitative tools to account for the underlying stochasticity of these events. This article first discusses why an integrated assessment, which incorporates sources of uncertainty (risk) and manages the time-dependency of the recovery process (resilience), should be used to assess the impact of seismic events on electric power systems. Thereafter, a probabilistic methodology that considers the hazard, vulnerability, operation, and recovery of the system is presented. As a case study, the probabilistic seismic resilience of the electric power system of Northern Chile is assessed using different risk measures, including expected annual loss, value at risk, and conditional value-at-risk. Finally, a novel criticality assessment based on these metrics is developed to demonstrate that, for certain networks such as the study case, retrofit of selective components can notably improve the resilience of the complete system to seismic events. For example, if one specific component from the 152 components of the study system is assumed invulnerable, expected annual interruption costs decrease by 8%.
引用
收藏
页码:2837 / 2848
页数:12
相关论文
共 47 条
[1]  
[Anonymous], IET GENERATION TRANS
[2]  
[Anonymous], 1983, NUREG/ CR-3385
[3]  
[Anonymous], 1945, NATURE, V156, P371
[4]  
[Anonymous], SYNER G SYSTEM SEISM
[5]  
[Anonymous], 2000, J.Risk, DOI DOI 10.21314/JOR.2000.038
[6]  
[Anonymous], 2013, Reliability Assessment of Electric Power Systems Using Monte Carlo Methods
[7]  
[Anonymous], 2019, RELIAB ENG SYST SAFE
[8]  
[Anonymous], P 16 W C EARTHQ ENG
[9]  
[Anonymous], HAZUS MH MR5 TECHN M
[10]  
[Anonymous], RET EN CLIENT