Cascading Failure Analysis of Cyber Physical Power System With Multiple Interdependency and Control Threshold

The traditional infrastructure in power system is undergoing a transition to the Smart Grid, in which the communication network and power grid will be integrated into a cyber-physical power system (CPPS). Although the traditional topological analysis reveals the mechanism of cascading failure between two networks, it ignores the control redundancy and standby lines from communication network to power grid. The robustness analysis in CPPS requires a more comprehensive model to analyze failure behavior in reality. Here, we propose a cascading failure model with one-to-multiple interdependency and a relevant theoretical framework to analyze CPPS cascading failure. In consideration of real CPPS, in the proposed model we introduce two robustness factors, the number of dependent links and control threshold, which can better describe the control function from communication nodes to power nodes. The remaining fraction under different initial attacking on high voltage transmission network, small world network, double star network, and the different topological combination of CPPS are analyzed. The results show that the proposed model and robustness factors can better reveal the robustness and the mechanism of two networks in cascading failure.

[1]  George K. Karagiannidis,et al.  Secure Multiple Amplify-and-Forward Relaying With Cochannel Interference , 2016, IEEE Journal of Selected Topics in Signal Processing.

[2]  Jun Yan,et al.  Cascading Failure Analysis With DC Power Flow Model and Transient Stability Analysis , 2015, IEEE Transactions on Power Systems.

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

[4]  Yijia Cao,et al.  Cascading Failure Analysis Considering Interaction Between Power Grids and Communication Networks , 2016, IEEE Transactions on Smart Grid.

[5]  Zhejing Bao,et al.  Dynamics of load entropy during cascading failure propagation in scale-free networks , 2008 .

[6]  Andrey V. Savkin,et al.  A decentralized control algorithm based on the DC power flow model for avoiding cascaded failures in power networks , 2013, 2013 9th Asian Control Conference (ASCC).

[7]  Junbo Zhao,et al.  A Novel Cascading Faults Graph Based Transmission Network Vulnerability Assessment Method , 2018, IEEE Transactions on Power Systems.

[8]  Haibo He,et al.  Supplementary File : Revealing Cascading Failure Vulnerability in Power Grids using Risk-Graph , 2013 .

[9]  Eytan Modiano,et al.  Mitigating cascading failures in interdependent power grids and communication networks , 2014, 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[10]  Tao Huang,et al.  Cascading Fault Graph for the Analysis of Transmission Network Vulnerability Under Different Attacks , 2018 .

[11]  M. Amin,et al.  Toward self-healing energy infrastructure systems , 2001 .

[12]  Anjan Bose Power System Stability: New Opportunities for Control , 2003 .

[13]  S. Corsi,et al.  General blackout in Italy Sunday September 28, 2003, h. 03:28:00 , 2004, IEEE Power Engineering Society General Meeting, 2004..

[14]  Harry Eugene Stanley,et al.  Catastrophic cascade of failures in interdependent networks , 2009, Nature.

[15]  Roberta Terruggia,et al.  Unavailability of critical SCADA communication links interconnecting a power grid and a Telco network , 2010, Reliab. Eng. Syst. Saf..

[16]  George K. Karagiannidis,et al.  Secrecy Cooperative Networks With Outdated Relay Selection Over Correlated Fading Channels , 2017, IEEE Transactions on Vehicular Technology.

[17]  Anjan Bose,et al.  A NEW SCHEME FOR VOLTAGE CONTROL IN A COMPETITIVE ANCILLARY SERVICE MARKET , 2002 .

[18]  Haibo He,et al.  Cyber-physical attacks and defences in the smart grid: a survey , 2016, IET Cyper-Phys. Syst.: Theory & Appl..

[19]  Cao Lihua A Cascading Failures Model in Power Grid Considering Topology Evolvement , 2009 .

[20]  Sushmita Ruj,et al.  Modeling cascading failures in smart power grid using interdependent complex networks and percolation theory , 2013, 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA).

[21]  Ian Dobson,et al.  An initial model fo complex dynamics in electric power system blackouts , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[22]  Ian Dobson,et al.  Initial evidence for self-organized criticality in electric power system blackouts , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[23]  E A Leicht,et al.  Suppressing cascades of load in interdependent networks , 2011, Proceedings of the National Academy of Sciences.

[24]  Harry Eugene Stanley,et al.  Cascade of failures in coupled network systems with multiple support-dependent relations , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

[25]  Yijia Cao,et al.  Dynamical model and analysis of cascading failures on the complex power grids , 2011, Kybernetes.

[26]  Zhenyu Na,et al.  Probabilistic Caching Placement in the Presence of Multiple Eavesdroppers , 2018, Wirel. Commun. Mob. Comput..

[27]  Yijia Cao,et al.  Cascading failures in local-world evolving networks , 2008 .

[28]  Sheng-wei Mei,et al.  Blackout Model Based on OPF and its Self-organized Criticality , 2006, 2006 Chinese Control Conference.

[29]  Peter Palensky,et al.  Simulating Cyber-Physical Energy Systems: Challenges, Tools and Methods , 2014, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[30]  Saleh Soltan,et al.  Comparing the Effects of Failures in Power Grids Under the AC and DC Power Flow Models , 2018, IEEE Transactions on Network Science and Engineering.

[31]  Aonghus Lawlor,et al.  Critical phenomena in heterogeneous k-core percolation. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[32]  Junhui Zhao,et al.  Cache-Aided Multiuser Cognitive Relay Networks With Outdated Channel State Information , 2018, IEEE Access.

[33]  Xin Liu,et al.  Cache Aided Decode-and-Forward Relaying Networks: From the Spatial View , 2018, Wirel. Commun. Mob. Comput..

[34]  Nicanor Quijano,et al.  A survey on Cyber Physical Energy Systems and their applications on smart grids , 2011, 2011 IEEE PES CONFERENCE ON INNOVATIVE SMART GRID TECHNOLOGIES LATIN AMERICA (ISGT LA).

[35]  Y. Moreno,et al.  Instability of scale-free networks under node-breaking avalanches , 2001 .

[36]  Ian Dobson,et al.  Evidence for self-organized criticality in a time series of electric power system blackouts , 2004, IEEE Transactions on Circuits and Systems I: Regular Papers.

[37]  Bao Zhejing Impact of Transmission Distortion of Line-outage-state Information on Cascading Failures , 2012 .

[38]  Sergey N. Dorogovtsev,et al.  K-core Organization of Complex Networks , 2005, Physical review letters.

[39]  Sergey N. Dorogovtsev,et al.  k-core (bootstrap) percolation on complex networks: Critical phenomena and nonlocal effects , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[40]  Kevin Tomsovic,et al.  Designing the Next Generation of Real-Time Control, Communication, and Computations for Large Power Systems , 2005, Proceedings of the IEEE.

[41]  Lin Xu,et al.  Equivalent Admittance Small-World Model for Power System - I. Basic Concepts and Implementation , 2009, 2009 Asia-Pacific Power and Energy Engineering Conference.

[42]  Zhejing Bao,et al.  Comparison of cascading failures in small-world and scale-free networks subject to vertex and edge attacks , 2009 .

[43]  Yuval Shavitt,et al.  A model of Internet topology using k-shell decomposition , 2007, Proceedings of the National Academy of Sciences.

[44]  Gang Wang,et al.  A Study of Self-Organized Criticality of Power System Under Cascading Failures Based on AC-OPF With Voltage Stability Margin , 2008, IEEE Transactions on Power Systems.

[45]  Ming Ding,et al.  Reliability assessment to large-scale power grid based on small-world topological model , 2006, 2006 International Conference on Power System Technology.