Impact analysis of cyber system in microgrids: Perspective from economy and reliability

Abstract With the increasing requirements of power supply quality and operation economy of the microgrid in smart grid field, real-time energy scheduling methods that highly rely on the cyber system are inevitable supports for the optimal operation of microgrids. As a typical cyber-physical system, the disturbance and failure on the cyber side may make the performance of microgrids deviate from the expected ones. To quantify the degree to which these cyber contingencies influence the microgrid system, we propose a novel quantification and analytical framework. In this framework, the cyber system of a centrally controlled microgrid is abstracted consisting of information conversion, transmission and routing forward, as well as fusion and calculation. On this basis, the general information flow is modeled through information mapping between measured state and control command. Furthermore, an equivalent model for a cyber-physical microgrid system is formulated by integrating information mapping model into the state transition of physical microgrid. With this equivalent model, a unified impact analytical procedure is presented to accurately quantify the physical impact of multi-cyber-contingencies in both economy and reliability aspects. Numerical simulations on a microgrid validate the reasonableness and effectiveness of the proposed method.

[1]  Tao Huang,et al.  Complex Network-Based Transmission Network Vulnerability Assessment Using Adjacent Graphs , 2020, IEEE Systems Journal.

[2]  Yu Wang,et al.  A Distributed Control Scheme of Thermostatically Controlled Loads for the Building-Microgrid Community , 2020, IEEE Transactions on Sustainable Energy.

[3]  Yong Fu,et al.  Reliability Assessment of Smart Grids Considering Indirect Cyber-Power Interdependencies , 2014, IEEE Transactions on Smart Grid.

[4]  Ali Zangeneh,et al.  Energy management in multi-microgrids considering point of common coupling constraint , 2020 .

[5]  Ali Bidram,et al.  Detection and mitigation of cyber-threats in the DC microgrid distributed control system , 2020 .

[6]  Yan Li,et al.  SDN-Enabled Cyber-Physical Security in Networked Microgrids , 2019, IEEE Transactions on Sustainable Energy.

[7]  Jinyu Wen,et al.  Enabling Online Scheduling for Multi-Microgrid Systems: An Event-Triggered Approach , 2021, IEEE Transactions on Smart Grid.

[8]  Yong Fu,et al.  Reliability Assessment of Smart Grid Considering Direct Cyber-Power Interdependencies , 2012, IEEE Transactions on Smart Grid.

[9]  Nian Liu,et al.  An Integrated Planning Approach for Distributed Generation Interconnection in Cyber Physical Active Distribution Systems , 2020, IEEE Transactions on Smart Grid.

[10]  Fengzhang Luo,et al.  Impacts of Cyber System on Microgrid Operational Reliability , 2019, IEEE Transactions on Smart Grid.

[11]  Haibo He,et al.  Optimal Real-Time Operation Strategy for Microgrid: An ADP-Based Stochastic Nonlinear Optimization Approach , 2019, IEEE Transactions on Sustainable Energy.

[12]  Dan Wang,et al.  Energy efficient communication networks design for demand response in smart grid , 2011, 2011 International Conference on Wireless Communications and Signal Processing (WCSP).

[13]  Yu Wang,et al.  Distributed control of heterogeneous energy storage systems in islanded microgrids: Finite-time approach and cyber-physical implementation , 2020 .

[14]  Ahmed Mohamed,et al.  Impact of Communication Latency on the Bus Voltage of Centrally Controlled DC Microgrids During Islanding , 2019, IEEE Transactions on Sustainable Energy.

[15]  Tao Wang,et al.  Integrated fault propagation model based vulnerability assessment of the electrical cyber-physical system under cyber attacks , 2019, Reliab. Eng. Syst. Saf..

[16]  Suryanarayana Doolla,et al.  Energy Management in Smart Distribution Systems With Vehicle-to-Grid Integrated Microgrids , 2018, IEEE Transactions on Smart Grid.

[17]  Yang Wang,et al.  Evaluating multiple reliability indices of regional networks in wide area measurement system , 2009 .

[18]  Adam Hahn,et al.  CP-SAM: Cyber-Physical Security Assessment Metric for Monitoring Microgrid Resiliency , 2020, IEEE Transactions on Smart Grid.

[19]  Haibo He,et al.  Automated Demand Response Framework in ELNs: Decentralized Scheduling and Smart Contract , 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[20]  Hanif Livani,et al.  An Economic-Reliability Security-Constrained Optimal Dispatch for Microgrids , 2018, IEEE Transactions on Power Systems.

[21]  Hongbin Sun,et al.  EMS communication routings' optimisation to enhance power system security considering cyber-physical interdependence , 2018, IET Cyper-Phys. Syst.: Theory & Appl..

[22]  Xinghuo Yu,et al.  Distributed Multi-DER Cooperative Control for Master-Slave-Organized Microgrid Networks With Limited Communication Bandwidth , 2019, IEEE Transactions on Industrial Informatics.

[23]  Haibo He,et al.  Flexibility Provisions in Active Distribution Networks With Uncertainties , 2021, IEEE Transactions on Sustainable Energy.

[24]  Mohsen Hamzeh,et al.  Optimizing Configuration of Cyber Network Considering Graph Theory Structure and Teaching–Learning-Based Optimization (GT-TLBO) , 2019, IEEE Transactions on Industrial Informatics.

[25]  Bin Sun,et al.  The Reliability Evaluation Method Study of Power System Communication Networks in Case of Ice Storm , 2013 .

[26]  Dilan Jayaweera,et al.  Reliability assessment of a power system with cyber-physical interactive operation of photovoltaic systems , 2018, International Journal of Electrical Power & Energy Systems.

[27]  Zhao Yang Dong,et al.  Interval Optimization Based Coordination of Demand Response and Battery Energy Storage System Considering SOC Management in a Microgrid , 2020, IEEE Transactions on Sustainable Energy.

[28]  Mohammad Shahidehpour,et al.  Microgrid Risk Analysis Considering the Impact of Cyber Attacks on Solar PV and ESS Control Systems , 2017, IEEE Transactions on Smart Grid.

[29]  Jianhui Wang,et al.  Resilience Analysis of DC Microgrids Under Denial of Service Threats , 2019, IEEE Transactions on Power Systems.

[30]  Y. Tsao,et al.  Sustainable microgrid design considering blockchain technology for real-time price-based demand response programs , 2021 .

[31]  Mohammad Shahidehpour,et al.  New Metrics for Assessing the Reliability and Economics of Microgrids in Distribution System , 2013, IEEE Transactions on Power Systems.

[32]  Haibo He,et al.  Interactive Energy Management for Enhancing Power Balances in Multi-Microgrids , 2019, IEEE Transactions on Smart Grid.

[33]  Jianhui Wang,et al.  Cyber-Physical Modeling and Cyber-Contingency Assessment of Hierarchical Control Systems , 2015, IEEE Transactions on Smart Grid.

[34]  Haibo He,et al.  Real-Time Demand Side Management for a Microgrid Considering Uncertainties , 2019, IEEE Transactions on Smart Grid.

[35]  Lalit Goel,et al.  A Two-Layer Energy Management System for Microgrids With Hybrid Energy Storage Considering Degradation Costs , 2018, IEEE Transactions on Smart Grid.

[36]  Yu Wang,et al.  Distributed Resilient Control for Energy Storage Systems in Cyber–Physical Microgrids , 2021, IEEE Transactions on Industrial Informatics.

[37]  Yong Fu,et al.  Reliability Modeling and Evaluation of Power Systems With Smart Monitoring , 2013, IEEE Transactions on Smart Grid.