Coordinated Risk Mitigation Strategy For Integrated Energy Systems Under Cyber-Attacks

被引:34
|
作者
Zhao, Pengfei [1 ]
Gu, Chenghong [1 ]
Huo, Da [2 ]
机构
[1] Univ Bath, Dept Elect & Elect Engn, Bath BA2 7AY, Avon, England
[2] Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
基金
英国工程与自然科学研究理事会;
关键词
Uncertainty; Generators; Indexes; Pipelines; Optimization; Robustness; Turbines; Cyber-attacks; distributionally robust optimization; false data injection attacks; integrated electricity and gas system; real-time operation; risk mitigation; DATA INJECTION ATTACKS; NATURAL-GAS; ROBUST OPTIMIZATION; POWER; UNCERTAINTY; ELECTRICITY; RESILIENCE; MANAGEMENT; DISPATCH; BLACKOUT;
D O I
10.1109/TPWRS.2020.2986455
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
The dramatic increase of cyber-attacks onenergy systems can cause huge losses, which has drawn extensive attention due to the fast integration of information communication technologies (ICTs). This issue is becoming worse with the integration of electricity and gas systems (IEGS), facilitated by gas generation and new coupling technologies. This paper investigates the risk and mitigation strategies for IEGS under false data injection attacks (FDIA) in a hierarchical two-stage framework. The FDIA on both electricity and gas systems are modelled through injecting falsified data by adversaries. To mitigate the adverse impacts, a novel two-stage distributionally robust optimization (DRO) is proposed: i) day-ahead operationto determine initial operationscheme and ii) real-time corrective operation with the realization of FDIA and renewable generation uncertainties. A semidefinite programming is formulated for the original problemand it is then solved by a convex optimization-based algorithm. A typical IEGS is used fordemonstration, which shows that the proposed model is effective in mitigating the risks caused by potential FDIAand renewable uncertainties, by optimal coordinating energy infrastructures and load shedding.This work provides system operators with a powerful toolto operate the IEGS with enhanced security against malicious cyber-attacks while accommodating increasing renewable energy. The method can also be easily extended to operatingIEGS against other natural attacks.
引用
收藏
页码:4014 / 4025
页数:12
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