Stochastic Stability Analysis and Control of Secondary Frequency Regulation for Islanded Microgrids Under Random Denial of Service Attacks

As communication networks are increasingly implemented to support the information exchange between microgrid control centers and/or local controllers, they expose microgrids to cyber-attack threats. This paper aims to analyze the stochastic stability of islanded microgrids in the presence of random denial of service (DoS) attack and propose a mode-dependent resilient controller to mitigate the influence of DoS attacks. Specifically, the small-signal model of the microgrid under the DoS attack is integrated as a stochastic jump system with state continuity disruptions. A new vulnerability metric is defined by using observability Gramians of the stochastic jump system, to measure the vulnerability of the system regarding DoS attack choices. The Lyapunov function analysis is conducted to find conditions sustaining the stochastic stability of the islanded microgrid in the form of linear matrix inequalities. A mode-dependent control approach is proposed for microgrids to mitigate the influence of random DoS attacks. In case studies, the vulnerability analysis and time-domain simulation results show the performance of the investigated microgrid can be degraded when the random DoS attacks exist. When the proposed mode-based secondary frequency controllers are installed, the islanded microgrid can sustain its stability during the attacking period and system dynamics rapidly converge when the DoS attack is over.

[1]  Mohammad Shahidehpour,et al.  Toward a Cyber Resilient and Secure Microgrid Using Software-Defined Networking , 2017, IEEE Transactions on Smart Grid.

[2]  Deepa Kundur,et al.  Denial of service attacks and mitigation for stability in cyber-enabled power grid , 2015, 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT).

[3]  Rongxing Lu,et al.  Defending Against False Data Injection Attacks on Power System State Estimation , 2017, IEEE Transactions on Industrial Informatics.

[4]  Peter Xiaoping Liu,et al.  Effects of cyber attacks on islanded microgrid frequency control , 2016, 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD).

[5]  Sajeeb Saha,et al.  Sensor fault and cyber attack resilient operation of DC microgrids , 2018, International Journal of Electrical Power & Energy Systems.

[6]  Lixian Zhang,et al.  Stability and stabilization of Markovian jump linear systems with partly unknown transition probabilities , 2009, Autom..

[7]  Ling Shi,et al.  Optimal Denial-of-Service Attack Scheduling With Energy Constraint Over Packet-Dropping Networks , 2018, IEEE Transactions on Automatic Control.

[8]  Ali Davoudi,et al.  Detection of False-Data Injection Attacks in Cyber-Physical DC Microgrids , 2017, IEEE Transactions on Industrial Informatics.

[9]  Bing Wang,et al.  Active Synchronous Detection of Deception Attacks in Microgrid Control Systems , 2017, IEEE Transactions on Smart Grid.

[10]  Siddharth Sridhar,et al.  Cyber–Physical System Security for the Electric Power Grid , 2012, Proceedings of the IEEE.

[11]  Petar Popovski,et al.  Anti-jamming strategy for distributed microgrid control based on Power Talk communication , 2017, 2017 IEEE International Conference on Communications Workshops (ICC Workshops).

[12]  Xiaoyu Wang,et al.  Investigation of positive feedback anti-islanding control for multiple inverter-based distributed generators , 2009, 2009 IEEE Power & Energy Society General Meeting.

[13]  Steven W. Su,et al.  Cyber attack protection and control of microgrids , 2018, IEEE/CAA Journal of Automatica Sinica.

[14]  Wenxin Liu,et al.  Distributed Control of Inverter-Interfaced Microgrids With Bounded Transient Line Currents , 2018, IEEE Transactions on Industrial Informatics.

[15]  Peter Xiaoping Liu,et al.  Impact of Communication Delays on Secondary Frequency Control in an Islanded Microgrid , 2015, IEEE Transactions on Industrial Electronics.

[16]  Jun Sun,et al.  Stability Analysis of the Cyber Physical Microgrid System under the Intermittent DoS Attacks , 2017 .

[17]  H. Chizeck,et al.  Controllability, stabilizability, and continuous-time Markovian jump linear quadratic control , 1990 .

[18]  L. Ghaoui,et al.  LMI optimization for nonstandard Riccati equations arising in stochastic control , 1996, IEEE Trans. Autom. Control..

[19]  Karl Henrik Johansson,et al.  Voltage control for interconnected microgrids under adversarial actions , 2015, 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA).

[20]  Wei Xing Zheng,et al.  Distributed Load Sharing Under False Data Injection Attack in an Inverter-Based Microgrid , 2019, IEEE Transactions on Industrial Electronics.

[21]  Sai Pushpak,et al.  Vulnerability analysis of large-scale dynamical networks to coordinated attacks , 2014, 2014 4th Australian Control Conference (AUCC).

[22]  Fuzhen Zhang The Schur complement and its applications , 2005 .

[23]  Heejo Lee,et al.  This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. INVITED PAPER Cyber–Physical Security of a Smart Grid Infrastructure , 2022 .

[24]  Frank L. Lewis,et al.  Synchrony in Networked Microgrids Under Attacks , 2018, IEEE Transactions on Smart Grid.

[25]  H. Farhangi,et al.  The path of the smart grid , 2010, IEEE Power and Energy Magazine.

[26]  Mariesa L. Crow,et al.  Mitigating Event Confidentiality Violations in Smart Grids: An Information Flow Security-Based Approach , 2013, IEEE Transactions on Smart Grid.

[27]  J.A.P. Lopes,et al.  Defining control strategies for MicroGrids islanded operation , 2006, IEEE Transactions on Power Systems.

[28]  P. Kiessler Stochastic Switching Systems: Analysis and Design , 2008 .

[29]  Josep M. Guerrero,et al.  Advanced Control Architectures for Intelligent Microgrids—Part I: Decentralized and Hierarchical Control , 2013, IEEE Transactions on Industrial Electronics.

[30]  Josep M. Guerrero,et al.  Aalborg Universitet Networked and Distributed Control Method with Optimal Power Dispatch for Islanded , 2016 .

[31]  Geza Joos,et al.  Real-time testing platform for microgrid controllers against false data injection cybersecurity attacks , 2016, 2016 IEEE Power and Energy Society General Meeting (PESGM).

[32]  Josep M. Guerrero,et al.  Distributed Secondary Voltage and Frequency Control for Islanded Microgrids With Uncertain Communication Links , 2017, IEEE Transactions on Industrial Informatics.

[33]  Martine Chlela,et al.  Fallback Control for Isochronous Energy Storage Systems in Autonomous Microgrids Under Denial-of-Service Cyber-Attacks , 2018, IEEE Transactions on Smart Grid.

[34]  Il-Yop Chung,et al.  Control Methods of Inverter-Interfaced Distributed Generators in a Microgrid System , 2010, IEEE Transactions on Industry Applications.