考虑网络攻击的电力系统极端风险评估

Weijia Sun, Qi Wang, Manli Li, M. Ni
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引用次数: 2

摘要

近年来,由于国内外几次大停电事件的发生,引起了人们对电力系统极端风险事件的广泛关注。本研究旨在评估考虑网络攻击的电力系统的极端风险,这是传统风险评估方法无法反映的。基于金融术语中的风险价值理论(VaR)和极值理论(EVT),提出了一种电力系统极端风险评估和量化方法,以确定低概率、严重后果的极端事件所带来的潜在风险。将该方法应用于电力系统网络攻击的极端风险评估,并对一般风险和极端风险的评估结果进行了比较。结果具有统计学意义,证明了极端风险评价方法的有效性,是对传统风险评价方法的补充和改进。建议对风险防范进行进一步研究,以提高电力系统运行的安全性和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extreme Risk Assessment in Power System Considering Cyber Attacks
Recently, wide concern of extreme risk events in power system has been aroused due to several big blackouts at home and abroad. The present study is designed to assess the extreme risk of power system considering cyber attacks, which can not be reflected by using traditional risk assessment method. Based on the theory of value at risk(VaR) and extreme value theory(EVT) in financial terms, a method to evaluate and quantize extreme risk of power system is proposed to determine the potential risk resulted from extreme events with low probabilities and serious consequences. The method is applied to evaluate the extreme risk of cyber attacks in power system and comparisons between evaluation results of commom risk and extreme risk are conducted. Statistically significant results have justified the validity of extreme risk assessment method, which could be regarded as a complement and improvement to traditional risk assessment. It is recommended that further study is needed to be conducted for risk prevention so as to enhance the operation security and reliability of power system.
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