Resilience-Oriented Pre-Hurricane Resource Allocation in Distribution Systems Considering Electric Buses

Proactive preparedness to cope with extreme weather events is significantly helpful in reducing the restoration cost and enhancing the resilience of distribution systems. This paper is focused on the resource allocation problem in distribution systems ahead of a coming hurricane. Generation resources such as diesel oil and batteries are considered for allocation, which can be used to serve outage critical load in the post-hurricane restoration. Electric buses are also considered as a kind of resource. Considering the uncertainties of system faults, the allocation problem is formulated into a mixed-integer stochastic nonlinear program. A heuristic method is then proposed, which obtains the allocation plan by solving a mixed-integer linear program. Numerical simulations are performed on the IEEE 123-node feeder system under several scenarios to demonstrate the effectiveness of the proposed method. The impacts of resources transportation cost, initial distribution of electric buses, and hurricane severity on the allocation plan are discussed.

[1]  David Simpson,et al.  An Overview of Disaster Preparedness Literature: Building Blocks for an Applied Bay Area Template , 2006 .

[2]  C.J. Zapata,et al.  Modeling the repair process of a power distribution system , 2008, 2008 IEEE/PES Transmission and Distribution Conference and Exposition: Latin America.

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

[4]  Elin Broström Ice Storm Modelling in Transmission System Reliability Calculations , 2007 .

[5]  M. Lindell,et al.  Preparedness for emergency response: guidelines for the emergency planning process. , 2003, Disasters.

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

[7]  Sean David Whipple Predictive storm damage modeling and optimizing crew response to improve storm response operations , 2014 .

[8]  Hamed Mohsenian Rad,et al.  PEV-based combined frequency and voltage regulation for smart grid , 2012, 2012 IEEE PES Innovative Smart Grid Technologies (ISGT).

[9]  A. Kwasinski,et al.  Microgrids availability evaluation using a Markov chain energy storage model: a comparison study in system architectures , 2012, PES T&D 2012.

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

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

[12]  J. A. Pecas Lopes,et al.  Service restoration on distribution systems using Multi‐MicroGrids , 2011 .

[13]  D. Paton Disaster preparedness: a social‐cognitive perspective , 2003 .

[14]  Hamed Ahmadi,et al.  Distribution system restoration considering critical infrastructures interdependencies , 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

[15]  Magdy M. A. Salama,et al.  Adaptive Self-Adequate Microgrids Using Dynamic Boundaries , 2016, IEEE Transactions on Smart Grid.

[16]  N. Safaei,et al.  Workforce Planning for Power Restoration: An Integrated Simulation-Optimization Approach , 2012, IEEE Transactions on Power Systems.

[17]  P. Hilber,et al.  Vulnerability Analysis of Power Distribution Systems for Cost-Effective Resource Allocation , 2012, IEEE Transactions on Power Systems.

[18]  Antonio Di Pietro,et al.  A Platform for Disaster Response Planning with Interdependency Simulation Functionality , 2013, Critical Infrastructure Protection.

[19]  Fan Zhang,et al.  Operation of networked microgrids in a distribution system , 2015 .

[20]  Hanif D. Sherali,et al.  A resource allocation approach for managing critical network-based infrastructure systems , 2016 .

[21]  Feng Zhao,et al.  Stochastic Modeling and Forecasting of Load Demand for Electric Bus Battery-Swap Station , 2014, IEEE Transactions on Power Delivery.

[22]  Joëlle J Levac,et al.  Household Emergency Preparedness: A Literature Review , 2012, Journal of Community Health.

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

[24]  Anil Pahwa,et al.  Modeling Weather-Related Failures of Overhead Distribution Lines , 2006, IEEE Transactions on Power Systems.

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

[26]  Hongjie Jia,et al.  A multi-level service restoration strategy of distribution network considering microgrids and electric vehicles , 2014, 2014 International Conference on Intelligent Green Building and Smart Grid (IGBSG).

[27]  R. Chris Camphouse,et al.  Measurement of System Resilience: Application to Chemical Supply Chains , 2010 .

[28]  Benigno E Aguirre,et al.  Hurricane Katrina and the healthcare infrastructure: A focus on disaster preparedness, response, and resiliency. , 2006, Frontiers of health services management.

[29]  J.D. McCalley,et al.  Contingency Probability Estimation Using Weather and Geographical Data for On-Line Security Assessment , 2006, 2006 International Conference on Probabilistic Methods Applied to Power Systems.

[30]  Frank Thomalla,et al.  "We all knew that a cyclone was coming": disaster preparedness and the cyclone of 1999 in Orissa, India. , 2004, Disasters.

[31]  Salman Mohagheghi,et al.  Electric service restoration using microgrids , 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

[32]  Ying Chen,et al.  Dynamic load shedding for an islanded microgrid with limited generation resources , 2016 .

[33]  Mahmud Fotuhi-Firuzabad,et al.  Enhancing Power System Resilience Through Hierarchical Outage Management in Multi-Microgrids , 2016, IEEE Transactions on Smart Grid.

[34]  C.M. Colson,et al.  Distributed multi-agent microgrids: a decentralized approach to resilient power system self-healing , 2011, 2011 4th International Symposium on Resilient Control Systems.

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

[36]  Yi Guo,et al.  Two-stage economic operation of microgrid-like electric vehicle parking deck , 2016, T&D 2016.

[37]  Antonio Di Pietro,et al.  Resources allocation in disaster response using Ordinal Optimization based approach , 2014, 2014 IEEE Canada International Humanitarian Technology Conference - (IHTC).

[38]  Diogo Varajao,et al.  Microgrid Service Restoration: The Role of Plugged-in Electric Vehicles , 2013, IEEE Industrial Electronics Magazine.

[39]  Alexis Kwasinski,et al.  Powering Through the Storm: Microgrids Operation for More Efficient Disaster Recovery , 2014, IEEE Power and Energy Magazine.

[40]  Dipti Srinivasan,et al.  A Decentralized Multiagent System Approach for Service Restoration Using DG Islanding , 2015, IEEE Transactions on Smart Grid.

[41]  Anya Castillo,et al.  Microgrid provision of blackstart in disaster recovery for power system restoration , 2013, 2013 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[42]  To-Yat Cheung Graph Traversal Techniques and the Maximum Flow Problem in Distributed Computation , 1983, IEEE Trans. Software Eng..

[43]  Yin Xu,et al.  Placement of Remote-Controlled Switches to Enhance Distribution System Restoration Capability , 2016, IEEE Transactions on Power Systems.

[44]  A Kwasinski,et al.  Quantitative Evaluation of DC Microgrids Availability: Effects of System Architecture and Converter Topology Design Choices , 2011, IEEE Transactions on Power Electronics.

[45]  Jianyu Yang,et al.  Allocation and scheduling of relief materials based on GIS , 2011, Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services.

[46]  A. Pahwa,et al.  Prediction of weather-related failures of overhead distribution feeders , 2005, 2004 International Conference on Probabilistic Methods Applied to Power Systems.

[47]  Fushuan Wen,et al.  Optimisation model for power system restoration with support from electric vehicles employing battery swapping , 2016 .

[48]  Pierluigi Mancarella,et al.  The Grid: Stronger, Bigger, Smarter?: Presenting a Conceptual Framework of Power System Resilience , 2015, IEEE Power and Energy Magazine.

[49]  Pierluigi Mancarella,et al.  Influence of extreme weather and climate change on the resilience of power systems: Impacts and possible mitigation strategies , 2015 .

[50]  Chen-Ching Liu,et al.  Distribution System Restoration With Microgrids Using Spanning Tree Search , 2014, IEEE Transactions on Power Systems.

[51]  Yin Xu,et al.  Microgrids for Service Restoration to Critical Load in a Resilient Distribution System , 2018, IEEE Transactions on Smart Grid.

[52]  Chanan Singh,et al.  Evaluation of Hurricane Impact on Failure Rate of Transmission Lines Using Fuzzy Expert System , 2009, 2009 15th International Conference on Intelligent System Applications to Power Systems.

[53]  Hamid Lesani,et al.  Enhancement of self-healing property of smart grid in islanding mode using electric vehicles and direct load control , 2014, 2014 Smart Grid Conference (SGC).

[54]  P Frías,et al.  Assessment of the Impact of Plug-in Electric Vehicles on Distribution Networks , 2011, IEEE Transactions on Power Systems.

[55]  Suzanne Wilkinson,et al.  Resourcing for a resilient post-disaster reconstruction environment , 2010 .

[56]  Jun Zhuang,et al.  Balancing pre-disaster preparedness and post-disaster relief , 2016, Eur. J. Oper. Res..

[57]  A. Pahwa,et al.  Modeling Weather-Related Failures of Overhead Distribution Lines , 2007, 2007 IEEE Power Engineering Society General Meeting.

[58]  Math Bollen Effects of adverse weather and aging on power system reliability , 2000, 2000 IEEE Industrial and Commercial Power Systems Technical Conference. Conference Record (Cat. No.00CH37053).

[59]  A. D. Patton,et al.  Power System Reliability I-Measures of Reliability and Methods of Calculation , 1964 .

[60]  Goran Strbac,et al.  Microgrids: Enhancing the Resilience of the European Megagrid , 2015, IEEE Power and Energy Magazine.

[61]  Shaligram Pokharel,et al.  Optimization models in emergency logistics: A literature review , 2012 .

[62]  Chanan Singh,et al.  A Methodology for Evaluation of Hurricane Impact on Composite Power System Reliability , 2011, IEEE Transactions on Power Systems.

[63]  M. Kezunovic BEVs/PHEVs as dispersed energy storage in smart grid , 2012, 2012 IEEE PES Innovative Smart Grid Technologies (ISGT).

[64]  Jianhui Wang,et al.  Mobile Emergency Generator Pre-Positioning and Real-Time Allocation for Resilient Response to Natural Disasters , 2018, IEEE Transactions on Smart Grid.

[65]  Alexis Kwasinski,et al.  Availability Evaluation of Micro-Grids for Resistant Power Supply During Natural Disasters , 2012, IEEE Transactions on Smart Grid.

[66]  Yoshiki Yamagata,et al.  A first step towards resilient graph partitioning for electrical grids , 2014, 7th International Conference on Information and Automation for Sustainability.

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

[68]  Ming-Jong Yao,et al.  Repair-unit location models for power failures , 1998 .

[69]  Leonardo Dueñas-Osorio,et al.  Efficient Resilience Assessment Framework for Electric Power Systems Affected by Hurricane Events , 2016 .

[70]  Da Xie,et al.  Black-start scheme based on EV's intelligent integrated station , 2014, 2014 International Conference on Power System Technology.