Title :
Power grid adequacy evaluation involving substation cybersecurity issues
Author :
Yingmeng Xiang ; Lingfeng Wang ; Yichi Zhang
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Wisconsin-Milwaukee, Milwaukee, WI, USA
Abstract :
Modern power systems heavily rely on the associated cyber network, so it is crucial to develop novel methods to evaluate the overall power system adequacy considering the substation cybersecurity issues. In this study, human dynamic is applied to simulate the temporal behavior pattern of cyber attackers. The Markov game and static game are utilized to model the intelligent attack/defense behaviors in different attack scenarios. A novel framework for power system adequacy assessment incorporating the cyber and physical failures is proposed. Simulations are conducted based on a representative reliability test system, and the influences of critical parameters on system adequacy are carefully examined. It is concluded that effective measures should be implemented to ensure the overall system adequacy, and informed decisions should be made to allocate the limited resources for enhancing the cybersecurity of cyber-physical power grids.
Keywords :
Markov processes; failure analysis; game theory; power grids; power system faults; power system reliability; power system security; security of data; substation protection; Markov game; cyber failure; cyber network; cyber-physical power grid adequacy evaluation; intelligent attack behavior; intelligent defense behavior; overall power system adequacy evaluation; physical failure; power system adequacy assessment; representative reliability test system; static game; substation cybersecurity issues; temporal behavior pattern simulation; Computer security; Game theory; Games; Markov processes; Power system dynamics; Substations; Adequacy assessment; cyber security; cyber-physical systems; game theory; human dynamics;
Conference_Titel :
Innovative Smart Grid Technologies Conference (ISGT), 2015 IEEE Power & Energy Society
Conference_Location :
Washington, DC
DOI :
10.1109/ISGT.2015.7131815