Power System Parameter Attack for Financial Profits in Electricity Markets

被引:56
|
作者
Xu, Hanchen [1 ]
Lin, Yuzhang [2 ]
Zhang, Xiangyu [3 ]
Wang, Fei [4 ]
机构
[1] Univ Illinois, Dept Elect & Comp Engn, Urbana, IL 61801 USA
[2] Univ Massachusetts, Dept Elect & Comp Engn, Lowell, MA 01854 USA
[3] Virginia Tech, Adv Res Inst, Arlington, VA 22203 USA
[4] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Baoding 071003, Peoples R China
关键词
Electricity supply industry; Power systems; Cyberattack; Programming; Generators; Computational modeling; Measurement uncertainty; Parameter error detection; state estimation; electricity markets; cyber attack; particle swarm optimization; FALSE DATA INJECTION; IDENTIFICATION; STRATEGY;
D O I
10.1109/TSG.2020.2977088
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Maintaining an accurate power system model is crucial for a variety of applications such as electricity markets. In this paper, the cyber security issue induced by critical parameters in electricity market operations is investigated. Critical parameters are a set of model parameters the errors of which cannot be detected due to the lack of local measurements. In this paper, it is first proven that the criticality property of parameters is independent from system operating points, i.e., the maliciously injected errors will always remain undetectable. Then, the cyber attack against critical parameters is formulated as a bilevel programming problem in search of the optimal attack strategy or the worst situation faced by the system operators. An effective algorithm for solving this problem is also provided. Simulation results verify that by injecting undetectable errors into critical model parameters, the locational marginal prices in electricity markets can be significantly distorted, which leads to financial benefits for the attackers.
引用
收藏
页码:3438 / 3446
页数:9
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