A Novel Metric to Quantify and Enable Resilient Distribution System Using Graph Theory and Choquet Integral

Network operators and utilities are challenged with increasing extreme weather conditions, resulting in interrupted power supply to critical loads. Resiliency metrics, which can capture the level of preparedness to resist adverse impact of extreme conditions on a distribution system, can be leveraged in multiple ways to provide better operation of the network and design of the future systems. In this paper, a methodology to quantify resiliency and maintain power supply to critical loads (CLs) during extreme contingencies has been proposed. Resiliency evaluation of power distribution system has been defined as a multi-criteria decision making problem and quantified using graph theoretic approach and Choquet integral. The algorithm proposed in this paper to calculate the resiliency for all feasible network configurations supplying CLs in a network is useful in planning as well as operation of the distribution network. The application of the proposed algorithm is demonstrated through several case studies using two proximal CERTS microgrids and IEEE 123 node distribution system. Simulation studies are also provided for planning of resilient network, by placing additional switches in the considered distribution systems with microgrid.

[1]  Yin Xu,et al.  Evaluating the Feasibility to Use Microgrids as a Resiliency Resource , 2017, IEEE Transactions on Smart Grid.

[2]  Narsingh Deo,et al.  On Algorithms for Enumerating All Circuits of a Graph , 1976, SIAM J. Comput..

[3]  Anurag K. Srivastava,et al.  Defining and Enabling Resiliency of Electric Distribution Systems With Multiple Microgrids , 2016, IEEE Transactions on Smart Grid.

[4]  Alexis Kwasinski,et al.  Quantitative Model and Metrics of Electrical Grids’ Resilience Evaluated at a Power Distribution Level , 2016 .

[5]  K. Leszczynski,et al.  Sugeno's fuzzy measure and fuzzy clustering , 1985 .

[6]  Jianhui Wang,et al.  Resilient Distribution System by Microgrids Formation After Natural Disasters , 2016, IEEE Transactions on Smart Grid.

[7]  Ross Baldick,et al.  Research on Resilience of Power Systems Under Natural Disasters—A Review , 2016, IEEE Transactions on Power Systems.

[8]  Zhu Han,et al.  Stochastic Pre-hurricane Restoration Planning for Electric Power Systems Infrastructure , 2015, IEEE Transactions on Smart Grid.

[9]  Ming Xu,et al.  An infrastructure ecology approach for urban infrastructure sustainability and resiliency , 2011, 2011 IEEE/PES Power Systems Conference and Exposition.

[10]  Guanrong Chen,et al.  Complex networks: small-world, scale-free and beyond , 2003 .

[11]  Yin Xu,et al.  Toward a resilient distribution system , 2015, 2015 IEEE Power & Energy Society General Meeting.

[12]  Eiichiro Takahagi λ Fuzzy Measure Identification Methods using λ and Weights , 2005 .

[13]  Amin Khodaei,et al.  Resiliency-Oriented Microgrid Optimal Scheduling , 2014, IEEE Transactions on Smart Grid.

[14]  Albert-László Barabási,et al.  Statistical mechanics of complex networks , 2001, ArXiv.

[15]  Mohammad E. Khodayar,et al.  Resilient Operation of Multiple Energy Carrier Microgrids , 2015, IEEE Transactions on Smart Grid.

[16]  P. Denholm,et al.  Estimating the value of electricity storage in PJM: Arbitrage and some welfare effects , 2009 .

[17]  Lamine Mili,et al.  On the Definition of Cyber-Physical Resilience in Power Systems , 2015, ArXiv.

[18]  Robert Mikac,et al.  Critical Infrastructure Security and Resilience of the Republic of Croatia , 2016 .

[19]  Shay Bahramirad,et al.  Building Resilient Integrated Grids: One neighborhood at a time. , 2015, IEEE Electrification Magazine.

[20]  Eric D. Vugrin,et al.  A resilience assessment framework for infrastructure and economic systems: Quantitative and qualitative resilience analysis of petrochemical supply chains to a hurricane , 2011 .

[21]  Marc Roubens,et al.  Multiple criteria decision making , 1994 .

[22]  Frank L. Rubin,et al.  Enumerating all simple paths in a graph , 1978 .

[23]  Cesar A. Silva-Monroy,et al.  Conceptual Framework for Developing Resilience Metrics for the Electricity, Oil, and Gas Sectors in the United States , 2014 .

[24]  Rabih A. Jabr,et al.  Polyhedral Formulations and Loop Elimination Constraints for Distribution Network Expansion Planning , 2013, IEEE Transactions on Power Systems.

[25]  A. Akhil The CERTS MicroGrid Concept , 2002 .

[26]  My T. Thai,et al.  Detecting Critical Nodes in Interdependent Power Networks for Vulnerability Assessment , 2013, IEEE Transactions on Smart Grid.

[27]  Ying Chen,et al.  Resilience-Oriented Critical Load Restoration Using Microgrids in Distribution Systems , 2016, IEEE Transactions on Smart Grid.

[28]  Jianhui Wang,et al.  Self-Healing Resilient Distribution Systems Based on Sectionalization Into Microgrids , 2015, IEEE Transactions on Power Systems.

[29]  J. P. Peerenboom,et al.  Resilience Measurement Index: An Indicator of Critical Infrastructure Resilience , 2013 .

[30]  Mohammad Shahidehpour,et al.  Resilience enhancement with DC microgrids , 2015, 2015 IEEE Power & Energy Society General Meeting.

[31]  Mohammad E. Khodayar,et al.  Expansion of Autonomous Microgrids in Active Distribution Networks , 2018, IEEE Transactions on Smart Grid.

[32]  Donald E. Knuth,et al.  Big Omicron and big Omega and big Theta , 1976, SIGA.

[33]  Robert E. Tarjan,et al.  Depth-First Search and Linear Graph Algorithms , 1972, SIAM J. Comput..

[34]  Alexis Kwasinski,et al.  Japan's Pivot to Resilience: How Two Microgrids Fared After the 2011 Earthquake , 2015, IEEE Power and Energy Magazine.

[35]  Christophe Labreuche,et al.  The Choquet integral for the aggregation of interval scales in multicriteria decision making , 2003, Fuzzy Sets Syst..

[36]  Zhuding Wang,et al.  Implementing transformer nodal admittance matrices into backward/forward sweep-based power flow analysis for unbalanced radial distribution systems , 2004 .

[37]  Jianhui Wang,et al.  Networked Microgrids for Self-Healing Power Systems , 2016, IEEE Transactions on Smart Grid.

[38]  W. H. Kersting,et al.  Radial distribution test feeders , 1991, 2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194).