A Survey on Power System Blackout and Cascading Events: Research Motivations and Challenges

Power systems are the most complex systems and have great importance in modern life. They have direct impacts on the modernization, economic, political and social aspects. To operate such systems in a stable mode, several control and protection techniques are required. However, modern systems are equipped with several protection schemes with the aim of avoiding the unpredicted events and power outages, power systems are still encountering emergency and mal-operation situations. The most severe emergencies put the whole or at least a part of the system in danger. If the emergency is not well managed, the power system is likely to have cascading failures that might lead to a blackout. Due to the consequences, many countries around the world have research and expert teams who work to avoid blackouts on their systems. In this paper, a comprehensive review on the major blackouts and cascading events that have occurred in the last decade are introduced. A particular focus is given on the US power system outages and their causes since it is one of the leading power producers in the world and it is also due to the ready availability of data for the past events. The paper also highlights the root causes of different blackouts around the globe. Furthermore, blackout and cascading analysis methods and the consequences of blackouts are surveyed. Moreover, the challenges in the existing protective schemes and research gaps in the topic of power system blackout and cascading events are marked out. Research directions and issues to be considered in future power system blackout studies are also proposed.

[1]  Y. Hain,et al.  Analysis of the power blackout of June 8, 1995 in the Israel Electric Corporation , 1997 .

[2]  Seth Blumsack,et al.  Topological Models and Critical Slowing down: Two Approaches to Power System Blackout Risk Analysis , 2011, 2011 44th Hawaii International Conference on System Sciences.

[3]  K. W. Hedman,et al.  Real-Time Contingency Analysis With Transmission Switching on Real Power System Data , 2016, IEEE Transactions on Power Systems.

[4]  J. A. Laghari,et al.  Application of computational intelligence techniques for load shedding in power systems: A review , 2013 .

[5]  C. Loutan,et al.  Frequency response of California and WECC under high wind and solar conditions , 2012, 2012 IEEE Power and Energy Society General Meeting.

[6]  Quan Chen,et al.  Composite Power System Vulnerability Evaluation to Cascading Failures Using Importance Sampling and Antithetic Variates , 2013, IEEE Transactions on Power Systems.

[7]  Bu Guang-quan,et al.  PRELIMINARY ANALYSIS OF LARGE SCALE BLACKOUT IN INTERCONNECTED NORTH AMERICA POWER GRID ON AUGUST 14 AND LESSONS TO BE DRAWN , 2003 .

[8]  Wenyuan Li,et al.  Basic Concepts of Power System Reliability Evaluation , 1994 .

[9]  I. Dobson,et al.  Estimating the Propagation and Extent of Cascading Line Outages From Utility Data With a Branching Process , 2012, IEEE Transactions on Power Systems.

[10]  Daniel S. Kirschen,et al.  Criticality in a cascading failure blackout model , 2006 .

[11]  K. Hemmaplardh,et al.  Time Frame Notion and Time Response of the Models in Transient, Mid-Term and Long-Term Stability Programs , 1984, IEEE Transactions on Power Apparatus and Systems.

[12]  Mohamed Osman Hassan Supervisor,et al.  Contingency Analysis In Presence Of SVC Controller Of Sudan National Grid For Electricity , 2018 .

[13]  M. Uematsu,et al.  134Cs and 137Cs in the North Pacific Ocean derived from the March 2011 TEPCO Fukushima Dai-ichi Nuclear Power Plant accident, Japan. Part one: surface pathway and vertical distributions , 2016, Journal of Oceanography.

[14]  D. Altman,et al.  Bias Due to Changes in Specified Outcomes during the Systematic Review Process , 2010, PloS one.

[15]  Masoud Hajiakbari Fini,et al.  Multi agent electric vehicle control based primary frequency support for future smart micro-grid , 2015, 2015 Smart Grid Conference (SGC).

[16]  Hassan Haes Alhelou,et al.  Comparative study on the performance of many-objective and single-objective optimisation algorithms in tuning load frequency controllers of multi-area power systems , 2016 .

[17]  Biyun Chen,et al.  Impact of Cyber System Failure on Cascading Blackout of Power Grid , 2018, 2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2).

[18]  Chris W. Johnson.  Analysing the causes of the Italian and Swiss Blackout, 28 th September 2003 , 2007 .

[19]  G.T. Heydt,et al.  Slow-Coherency-Based Controlled Islanding—A Demonstration of the Approach on the August 14, 2003 Blackout Scenario , 2006, IEEE Transactions on Power Systems.

[20]  Nasir Ghani,et al.  Stochastic Analysis of Cascading-Failure Dynamics in Power Grids , 2014, IEEE Transactions on Power Systems.

[21]  E. Miguel,et al.  Experimental Evidence on the Demand for and Costs of Rural Electrification , 2016 .

[22]  Hassan Haes Alhelou.  Fault Detection and Isolation in Power Systems Using Unknown Input Observer , 2019 .

[23]  Zheng Tao,et al.  Modeling & Mitigation of Geomagnetically Induced Currents (GICs) for Single-Phase Power Transformer , 2018, 2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE).

[24]  Chao Zhai,et al.  Decentralized sweep coverage algorithm for uncertain region of multi-agent systems , 2012, 2012 American Control Conference (ACC).

[25]  I. Dobson,et al.  Risk Assessment of Cascading Outages: Methodologies and Challenges , 2012, IEEE Transactions on Power Systems.

[26]  C.W. Taylor,et al.  The anatomy of a power grid blackout - Root causes and dynamics of recent major blackouts , 2006, IEEE Power and Energy Magazine.

[27]  Yi Jun,et al.  Analysis and Lessons of the Blackout in Indian Power Grid on July 30 and 31,2012 , 2012 .

[28]  Juan Li,et al.  Analysis, control, and economic impact assessment of major blackout events , 2008 .

[29]  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.

[30]  Ashraf M. Attia,et al.  The Impact of Social Networks on Behavioral Change: A Conceptual Framework , 2012 .

[31]  Sisil Kumarawadu,et al.  Comparison of three Under-Frequency Load Shedding Schemes referring to the Power System of Sri Lanka , 2016 .

[32]  S. Chakrabarti,et al.  Review of Load Frequency Control methods, Part-I: Introduction and Pre-deregulation Scenario , 2013, 2013 International Conference on Control, Automation, Robotics and Embedded Systems (CARE).

[33]  Tim Hess,et al.  Impacts of the summer 2007 floods on agriculture in England , 2009 .

[34]  Réka Albert,et al.  Structural vulnerability of the North American power grid. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[35]  Yacov Y. Haimes,et al.  A Risk-based Input–Output Methodology for Measuring the Effects of the August 2003 Northeast Blackout , 2007 .

[36]  P. Shekelle,et al.  Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement , 2015, Systematic Reviews.

[37]  J.F. Hauer,et al.  Performance of "WAMS East" in providing dynamic information for the North East blackout of August 14, 2003 , 2004, IEEE Power Engineering Society General Meeting, 2004..

[38]  Francisco Santamaria,et al.  Analysis of major blackouts from 2003 to 2015: Classification of incidents and review of main causes , 2016 .

[39]  Alessandro V. M. Oliveira,et al.  Airport slots and the internalization of congestion by airlines: An empirical model of integrated flight disruption management in Brazil , 2018, Transportation Research Part A: Policy and Practice.

[40]  Hui Ren,et al.  Cascading failures in electric power systems: What about prices? , 2007, 2007 iREP Symposium - Bulk Power System Dynamics and Control - VII. Revitalizing Operational Reliability.

[41]  Daniel Bienstock,et al.  Adaptive online control of cascading blackouts , 2011, 2011 IEEE Power and Energy Society General Meeting.

[42]  Dmitry Sokolov,et al.  A Review of the Experience Achieved at the Yugadanavi 300 MW CCGT in Sri Lanka: Increasing the Firing Temperature of Gas Turbines Using a Novel Vanadium Inhibitor , 2017 .

[43]  Kai Sun.  WAMS-Based Controlled System Separation to Mitigate Cascading Failures in Smart Grid , 2019 .

[44]  Chao Zhai,et al.  Modeling and Identification of Worst-Case Cascading Failures in Power Systems , 2017, ArXiv.

[45]  A. Rose,et al.  REGIONAL ECONOMIC IMPACTS OF TERRORIST ATTACKS ON THE ELECTRIC POWER SYSTEM OF LOS ANGELES: A COMPUTABLE GENERAL DISEQUILIBRIUM ANALYSIS , 2005 .

[46]  P. Hines,et al.  Evaluating the impact of modeling assumptions for cascading failure simulation , 2012, 2012 IEEE Power and Energy Society General Meeting.

[47]  Deepak Ramasubramanian,et al.  Lessons learned from July 2012 Indian blackout , 2012 .

[48]  Adam R. Lucas,et al.  Confected conflict in the wake of the South Australian blackout: Diversionary strategies and policy failure in Australia's energy sector , 2017 .

[49]  T. Van Cutsem,et al.  Simplified time-domain simulation of detailed long-term dynamic models , 2009, 2009 IEEE Power & Energy Society General Meeting.

[50]  Heidi K. Thornquist,et al.  Developing a dynamic model of cascading failure for high performance computing using trilinos , 2011, HiPCNA-PG '11.

[51]  Yuchen Zhang,et al.  Robust Ensemble Data Analytics for Incomplete PMU Measurements-Based Power System Stability Assessment , 2018, IEEE Transactions on Power Systems.

[52]  Zhao Yang Dong,et al.  The 2015 Ukraine Blackout: Implications for False Data Injection Attacks , 2017, IEEE Transactions on Power Systems.

[53]  Junwei Lu,et al.  A Framework for Evaluation of Power Grid Resilience Case Study: 2016 South Australian Blackout , 2018, 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe).

[54]  Mukesh Nagpal,et al.  Lessons Learned From a Regional System Blackout and Restoration in BC Hydro , 2018, IEEE Transactions on Power Delivery.

[55]  P. Hines,et al.  Do topological models provide good information about electricity infrastructure vulnerability? , 2010, Chaos.

[56]  J.E. Dagle.  Data management issues associated with the August 14, 2003 blackout investigation , 2004, IEEE Power Engineering Society General Meeting, 2004..

[57]  Hassan Haes Alhelou,et al.  Wind Driven Optimization Algorithm Application to Load Frequency Control in Interconnected Power Systems Considering GRC and GDB Nonlinearities , 2018 .

[58]  Min Ouyang,et al.  Comparisons of complex network based models and direct current power flow model to analyze power grid vulnerability under intentional attacks , 2014 .

[59]  P. Shekelle,et al.  Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation , 2015, BMJ : British Medical Journal.

[60]  Benjamin A. Carreras,et al.  Validating the OPA Cascading Blackout Model on a 19402 Bus Transmission Network with Both Mesh and Tree Structures , 2019, HICSS.

[61]  A. V. Ketelholdt,et al.  The impact of electricity crises on the consumption behaviour of small and medium enterprises , 2008 .

[62]  V. Latora,et al.  Complex networks: Structure and dynamics , 2006 .

[63]  P. Muthu Kannan,et al.  Sustain the Critical Load in Blackout Using Virtual Instrumentation , 2018 .

[64]  Hassan Haes Alhelou,et al.  An Optimal Photovoltaic Conversion System for Future Smart Grids , 2018 .

[65]  Shu Shuang-yan,et al.  Review of Blackout in Hainan on September 26th——Causes and Recommendations , 2006 .

[66]  Hassan Haes Alhelou.  Under Frequency Load Shedding Techniques for Future Smart Power Systems , 2019, Handbook of Research on Smart Power System Operation and Control.

[67]  C. Gaunt,et al.  Uncertainties within South Africa's goal of universal access to electricity by 2012 , 2017 .

[68]  Morgan Bazilian,et al.  A review of renewable investment and power system operational issues in Bangladesh , 2017 .

[69]  Faruk Kazi,et al.  Augmenting WAMPAC with machine learning tools for early warning and mitigation of blackout events , 2018 .

[70]  D. Kirschen,et al.  Fundamentals of power system economics , 1991 .

[71]  Paul Hines,et al.  A “Random Chemistry” Algorithm for Identifying Collections of Multiple Contingencies That Initiate Cascading Failure , 2012, IEEE Transactions on Power Systems.

[72]  Dorian Mazauric,et al.  Cascading failures in power grids: analysis and algorithms , 2014, e-Energy.

[73]  Bruce Biewald,et al.  The 2003 Blackout: Solutions that Won’t Cost a Fortune , 2003 .

[74]  A. Hasib Chowdhury,et al.  Frequency transient analysis of countrywide blackout of Bangladesh Power System on 1st November, 2014 , 2015, 2015 International Conference on Advances in Electrical Engineering (ICAEE).

[75]  J. Romero.  Blackouts illuminate India's power problems , 2012 .

[76]  M. M. Adibi,et al.  Impact of power system blackouts , 2015, 2015 IEEE Power & Energy Society General Meeting.

[77]  April Reese.  Blackouts cast Australia's green energy in dim light. , 2017, Science.

[78]  Chao Zhai,et al.  A General Alignment Repulsion Algorithm for Flocking of Multi-Agent Systems , 2011, IEEE Transactions on Automatic Control.

[79]  Christian Posse,et al.  Evaluating North American Electric Grid Reliability Using the Barabasi-Albert Network Model , 2004, nlin/0408052.

[80]  P. Gomes,et al.  New strategies to improve bulk power system security: lessons learned from large blackouts , 2004, IEEE Power Engineering Society General Meeting, 2004..

[81]  Adam Rose,et al.  Business Interruption Impacts of a Terrorist Attack on the Electric Power System of Los Angeles: Customer Resilience to a Total Blackout , 2007, Risk analysis : an official publication of the Society for Risk Analysis.

[82]  Yuan-Kang Wu,et al.  Literature Review of Power System Blackouts , 2017 .

[83]  Siddhartha Kumar Khaitan,et al.  Fast parallelized algorithms for on-line extended-term dynamic cascading analysis , 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

[84]  Alexander J. Flueck,et al.  Real-Time Power System Dynamics Simulation Using a Parallel Block-Jacobi Preconditioned Newton-GMRES Scheme , 2012, 2012 SC Companion: High Performance Computing, Networking Storage and Analysis.

[85]  Arindam Nandi,et al.  The effect of natural disaster on fertility, birth spacing, and child sex ratio: evidence from a major earthquake in India , 2017 .

[86]  Cepel Coppe,et al.  Lessons Learned in Restoration from Recent Blackout Incidents in Brazilian Power System , 2012 .

[87]  Julia E. Sullivan,et al.  How cyber-attacks in Ukraine show the vulnerability of the U.S. power grid , 2017 .

[88]  Dennis Palij Bråten.  Taser or shock collar? Energy as a weapon and interdependence in the Ukraine crisis 2014-2015. , 2017 .

[89]  David E. Newman,et al.  Cascading blackout overall structure and some implications for sampling and mitigation , 2017 .

[90]  Benjamin A Carreras,et al.  Complex systems analysis of series of blackouts: cascading failure, critical points, and self-organization. , 2007, Chaos.

[91]  Douglas G Altman,et al.  The impact of outcome reporting bias in randomised controlled trials on a cohort of systematic reviews , 2010, BMJ : British Medical Journal.

[92]  D. Tranfield,et al.  Producing a systematic review. , 2009 .

[93]  Edgar C. Portante,et al.  Simulation of the September 8, 2011, San Diego blackout , 2014, Proceedings of the Winter Simulation Conference 2014.

[94]  Hassan Haes Alhelou,et al.  Hierarchical plug-in EV control based on primary frequency response in interconnected smart grid , 2016, 2016 24th Iranian Conference on Electrical Engineering (ICEE).

[95]  Shilpa Chakravartula,et al.  Complex Networks: Structure and Dynamics , 2014 .

[96]  Pierluigi Siano,et al.  Challenges and Opportunities of Load Frequency Control in Conventional, Modern and Future Smart Power Systems: A Comprehensive Review , 2018, Energies.

[97]  George Cristian Lazaroiu,et al.  Power Quality of Electrical Power Systems , 2019 .

[98]  P. Hines,et al.  Large blackouts in North America: Historical trends and policy implications , 2009 .

[99]  C. Vogel.  Business and climate change: Initial explorations in South Africa , 2009 .

[100]  Brian Veitch,et al.  Incorporating individual differences in human reliability analysis: An extension to the virtual experimental technique , 2017, Safety Science.

[101]  Nikolaos G. Paterakis,et al.  Power system protection with digital overcurrent relays: A review of non-standard characteristics , 2018, Electric Power Systems Research.

[102]  F. Imamura,et al.  Filipinos' Views on the Disaster Information for the 2013 Super Typhoon Haiyan in the Philippines , 2015 .

[103]  Hongtao Wang,et al.  Blackout Risk Assessment of Cascading Outages Considering Wind Power Uncertainty , 2018, 2018 IEEE International Conference on Energy Internet (ICEI).

[104]  Mansi Kedia,et al.  The Anatomy of an Internet Blackout: Measuring the Economic Impact of Internet Shutdowns in India , 2018 .

[105]  Hassan Haes Alhelou.  An Overview of Wide Area Measurement System and Its Application in Modern Power Systems , 2019 .

[106]  J. S. Thorp,et al.  Optimal Locations for Protection System Enhancement: A Simulation of Cascading Outages , 2001, IEEE Power Engineering Review.

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

[108]  Mohammad Reza Aghamohammadi,et al.  A Three Stages Decision Tree-Based Intelligent Blackout Predictor for Power Systems Using Brittleness Indices , 2018, IEEE Transactions on Smart Grid.

[109]  Feifei Bai,et al.  The Anatomy of the 2016 South Australia Blackout: A Catastrophic Event in a High Renewable Network , 2018, IEEE Transactions on Power Systems.

[110]  Chen-Ching Liu,et al.  Empirical Analysis of the Impact of 2003 Blackout on Security Values of U.S. Utilities and Electrical Equipment Manufacturing Firms , 2007, IEEE Transactions on Power Systems.

[111]  Marcos Aurélio Vasconcelos de Freitas,et al.  A review of the causes, impacts and solutions for electricity supply crises in Brazil , 2018 .

[112]  Jian-Wei Wang,et al.  Cascade-based attack vulnerability on the US power grid. , 2009 .

[113]  I. Kamwa,et al.  Causes of the 2003 major grid blackouts in North America and Europe, and recommended means to improve system dynamic performance , 2005, IEEE Transactions on Power Systems.

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

[115]  Jin Zhong,et al.  Risk assessment of power systems under extreme weather conditions — A review , 2017, 2017 IEEE Manchester PowerTech.

[116]  Marco Aiello,et al.  The Power Grid as a Complex Network: a Survey , 2011, ArXiv.

[117]  Faizullah Khan,et al.  Blackout Avoidance through Intelligent Load Shedding in Modern Electrical Power Utility Network , 2018 .

[118]  Anne Marit Waade,et al.  Funding Models and Increasing Transnationalism , 2017 .

[119]  Hemanshu R. Pota,et al.  Islanding Detection of Synchronous Distributed Generator Based on the Active and Reactive Power Control Loops , 2018, Energies.

[120]  Bowen Zhou,et al.  Distributed Accommodation for Distributed Generation – From the View of Power System Blackouts , 2018 .

[121]  Mohammad Saad Alam,et al.  Blackout Mitigation of Voltage Stability Constrained Transmission Corridors through Controlled Series Resistors , 2017 .

[122]  J. Rainwater,et al.  Preventing blackouts. , 1978, Science.

[123]  Ian Dobson,et al.  "Dual Graph" and "Random Chemistry" Methods for Cascading Failure Analysis , 2013, 2013 46th Hawaii International Conference on System Sciences.

[124]  Ayman Faza.  A probabilistic model for estimating the effects of photovoltaic sources on the power systems reliability , 2018, Reliab. Eng. Syst. Saf..

[125]  Amjad Gawanmeh,et al.  Taxonomy Analysis of Security Aspects in Cyber Physical Systems Applications , 2018, 2018 IEEE International Conference on Communications Workshops (ICC Workshops).

[126]  Tapan Kumar Saha,et al.  Power system blackouts - literature review , 2009, 2009 International Conference on Industrial and Information Systems (ICIIS).

[127]  N. Phuangpornpitak,et al.  Opportunities and Challenges of Integrating Renewable Energy in Smart Grid System , 2013 .

[128]  V. E. Lynch,et al.  Critical points and transitions in an electric power transmission model for cascading failure blackouts. , 2002, Chaos.

[129]  Hassan Haes Alhelou,et al.  Robust sensor fault detection and isolation scheme for interconnected smart power systems in presence of RER and EVs using unknown input observer , 2018, International Journal of Electrical Power & Energy Systems.

[130]  M. Delfanti,et al.  Overview of the events and causes of the 2003 Italian blackout , 2006, 2006 IEEE PES Power Systems Conference and Exposition.

[131]  Mohammad Shahidehpour,et al.  Impact of Security on Power Systems Operation , 2005, Proceedings of the IEEE.

[132]  N. Jaleeli,et al.  NERC's new control performance standards , 1999 .

[133]  A. Berizzi,et al.  The Italian 2003 blackout , 2004, IEEE Power Engineering Society General Meeting, 2004..

[134]  M. Kezunovic,et al.  Impact of Extreme Weather on Power System Blackouts and Forced Outages : New Challenges , 2008 .

[135]  Zeng Bing,et al.  Blackout in Brazil Power Grid on February 4,2011 and Inspirations for Stable Operation of Power Grid , 2011 .

[136]  A. Mousa,et al.  A Blackout caused by Multiple Lightning Strikes to a Lightly-loaded Interconnection Consisting of Three 500 kV Power Lines in a Joint Corridor , 2018, 2018 34th International Conference on Lightning Protection (ICLP).

[137]  Hamed Mohsenian-Rad,et al.  Dynamic Load Altering Attacks Against Power System Stability: Attack Models and Protection Schemes , 2017, IEEE Transactions on Smart Grid.

[138]  Jane Bennett.  The Agency of Assemblages and the North American Blackout , 2005 .

[139]  Faruk Kazi,et al.  Cascading Failure Analysis for Indian Power Grid , 2016, IEEE Transactions on Smart Grid.

[140]  Yi Yu,et al.  System crash as dynamics of complex networks , 2016, Proceedings of the National Academy of Sciences.

[141]  Tianshu BI,et al.  Phasor measurement units, WAMS, and their applications in protection and control of power systems , 2018, Journal of Modern Power Systems and Clean Energy.