On supply demand coordination in vehicle-to-grid — A brief literature review

Plug-in electric vehicle (PHEV) has become an important component in fundamental infrastructure in modern cities. PHEV may consume electricity while charging, may supply electricity while discharging, and may serve as a storage to the electric power grid. It is therefore of significant practical interest to coordinate PHEVs with the rest of the grid. Supply demand coordination is an important way to achieve high energy efficiency at the system level while satisfying the stability of the grid and the trip requirement of the PHEVs. This problem is challenging due to the highly uncertainty from both the supply and the demand side in the system, the multiple-stage decision making, the large-scale of the system, the multiple objective functions and constraints involved. In this work, we briefly review the recent development in this field. We hope this work may shed some insight on supply demand coordination in vehicle-to-grid in general.

[1]  Amany El-Zonkoly,et al.  Intelligent energy management of optimally located renewable energy systems incorporating PHEV , 2014 .

[2]  Yue Li,et al.  Intelligent Parking Garage EV Charging Scheduling Considering Battery Charging Characteristic , 2018, IEEE Transactions on Industrial Electronics.

[3]  Peter B. Luh,et al.  International Journal of Parallel, Emergent and Distributed Systems Decentralised Online Charging Scheduling for Large Populations of Electric Vehicles: a Cyber-physical System Approach Decentralised Online Charging Scheduling for Large Populations of Electric Vehicles: a Cyber-physical System Appro , 2022 .

[4]  Mohammad Saad Alam,et al.  A Comprehensive Review of Wireless Charging Technologies for Electric Vehicles , 2018, IEEE Transactions on Transportation Electrification.

[5]  Arobinda Gupta,et al.  Distributed Charge Scheduling of Plug-In Electric Vehicles Using Inter-Aggregator Collaboration , 2017, IEEE Transactions on Smart Grid.

[6]  Taher Niknam,et al.  Stochastic scheduling of local distribution systems considering high penetration of plug-in electric vehicles and renewable energy sources , 2017 .

[7]  Hrvoje Pandžić,et al.  Optimal operation of aggregated electric vehicle charging stations coupled with energy storage , 2018 .

[8]  H. Morais,et al.  Application-Specific Modified Particle Swarm Optimization for energy resource scheduling considering vehicle-to-grid , 2013, Appl. Soft Comput..

[9]  Wencong Su,et al.  Stochastic Energy Scheduling in Microgrids With Intermittent Renewable Energy Resources , 2014, IEEE Transactions on Smart Grid.

[10]  Qing-Shan Jia,et al.  Matching EV Charging Load With Uncertain Wind: A Simulation-Based Policy Improvement Approach , 2015, IEEE Transactions on Smart Grid.

[11]  Morten Lind,et al.  Electric vehicle fleet management in smart grids: A review of services, optimization and control aspects , 2016 .

[12]  Min Dong,et al.  Real-Time Residential-Side Joint Energy Storage Management and Load Scheduling With Renewable Integration , 2015, IEEE Transactions on Smart Grid.

[13]  Qing-Shan Jia,et al.  Robust Scheduling of EV Charging Load With Uncertain Wind Power Integration , 2018, IEEE Transactions on Smart Grid.

[14]  Shaahin Filizadeh,et al.  A semi-cooperative decentralized scheduling scheme for plug-in electric vehicle charging demand , 2017 .

[15]  J. Driesen,et al.  The Impact of Charging Plug-In Hybrid Electric Vehicles on a Residential Distribution Grid , 2010, IEEE Transactions on Power Systems.

[16]  Ahmed Ouammi,et al.  Optimal Power Scheduling for a Cooperative Network of Smart Residential Buildings , 2016, IEEE Transactions on Sustainable Energy.

[17]  Qing-Shan Jia,et al.  Optimal Control of Multiroom HVAC System: An Event-Based Approach , 2016, IEEE Transactions on Control Systems Technology.

[18]  Yang Li,et al.  Robust Energy Scheduling in Vehicle-to-Grid Networks , 2017, IEEE Network.

[19]  Olivier Deblecker,et al.  Optimal operation of an energy management system for a grid-connected smart building considering photovoltaics’ uncertainty and stochastic electric vehicles’ driving schedule , 2018 .

[20]  Hao Xing,et al.  Decentralized Optimal Scheduling for Charging and Discharging of Plug-In Electric Vehicles in Smart Grids , 2016, IEEE Transactions on Power Systems.

[21]  Jonn Axsen,et al.  Simulating the value of electric-vehicle–grid integration using a behaviourally realistic model , 2018 .

[22]  Michael L. McIntyre,et al.  Analysis of electric vehicle charge scheduling and effects on electricity demand costs , 2014 .

[23]  Lei Zhang,et al.  A Game-Theoretic Approach to Optimal Scheduling of Parking-Lot Electric Vehicle Charging , 2016, IEEE Transactions on Vehicular Technology.

[24]  John W. Polak,et al.  Modelling electric vehicles use: a survey on the methods , 2017 .

[25]  Shoujun Huang,et al.  Black-Scholes option pricing strategy and risk-averse coordination for designing vehicle-to-grid reserve contracts , 2017 .

[26]  John Nellthorp,et al.  Total cost of ownership and market share for hybrid and electric vehicles in the UK, US and Japan , 2018 .

[27]  Ranjit Roy,et al.  Generation scheduling in smart grid environment using global best artificial bee colony algorithm , 2015 .

[28]  Zhongjing Ma,et al.  An efficient game for vehicle-to-grid coordination problems in smart grids , 2015, Int. J. Syst. Sci..

[29]  Mehdi Rahmani-andebili,et al.  Scheduling deferrable appliances and energy resources of a smart home applying multi-time scale stochastic model predictive control , 2017 .

[30]  Azah Mohamed,et al.  Review of energy storage systems for electric vehicle applications: Issues and challenges , 2017 .

[31]  Ali T. Al-Awami,et al.  Coordinated bidding of ancillary services for vehicle-to-grid using fuzzy optimization , 2015, IEEE Transactions on Smart Grid.

[32]  Zita Vale,et al.  A stochastic model for energy resources management considering demand response in smart grids , 2017 .

[33]  Qing-Shan Jia,et al.  A Simulation-Based Policy Improvement Method for Joint-Operation of Building Microgrids With Distributed Solar Power and Battery , 2018, IEEE Transactions on Smart Grid.

[34]  M. Muratori Impact of uncoordinated plug-in electric vehicle charging on residential power demand , 2018 .

[35]  Zhihua Qu,et al.  Distributed Scheduling and Cooperative Control for Charging of Electric Vehicles at Highway Service Stations , 2017, IEEE Transactions on Intelligent Transportation Systems.

[36]  Di Wu,et al.  Two-Stage Energy Management for Office Buildings With Workplace EV Charging and Renewable Energy , 2017, IEEE Transactions on Transportation Electrification.

[37]  Qing-Shan Jia,et al.  Multi-scale event-based optimization for matching uncertain wind supply with EV charging demand , 2017, 2017 13th IEEE Conference on Automation Science and Engineering (CASE).

[38]  Ai Qian,et al.  Hierarchical Optimal Scheduling for Electric Vehicles Based on Distributed Control , 2016 .

[39]  Maarten Steinbuch,et al.  Review of Optimization Strategies for System-Level Design in Hybrid Electric Vehicles , 2017, IEEE Transactions on Vehicular Technology.

[40]  Mehran Sabahi,et al.  Improving Voltage Profile and Optimal Scheduling of Vehicle to Grid Energy based on a New Method , 2018 .

[41]  Mohammad A. S. Masoum,et al.  Stochastic scenario-based generation scheduling in industrial microgrids , 2017 .

[42]  Li Xia,et al.  A tutorial on event-based optimization—a new optimization framework , 2013, Discrete Event Dynamic Systems.

[43]  Hosam K. Fathy,et al.  Plug-in hybrid electric vehicle charge pattern optimization for energy cost and battery longevity , 2011 .

[44]  X. Guan,et al.  A A Tutorial on Event-Based Optimization with Application in Energy Internet , 2017 .

[45]  Ling Guan,et al.  Optimal Scheduling for Charging and Discharging of Electric Vehicles , 2012, IEEE Transactions on Smart Grid.

[46]  Ming Zeng,et al.  An Incentivized Auction-Based Group-Selling Approach for Demand Response Management in V2G Systems , 2015, IEEE Transactions on Industrial Informatics.

[47]  Qing-Shan Jia,et al.  Operational Optimization for Microgrid of Buildings with Distributed Solar Power and Battery , 2017 .

[48]  Alagan Anpalagan,et al.  Optimization classification, algorithms and tools for renewable energy: A review , 2014 .

[49]  Yi Peng,et al.  Design games to solve distributed optimization problem with application in electric vehicle charge management , 2013, Proceedings of the 32nd Chinese Control Conference.

[50]  Zechun Hu,et al.  Distributed Coordination of EV Charging With Renewable Energy in a Microgrid of Buildings , 2018, IEEE Transactions on Smart Grid.

[51]  Mohamed A. El-Sharkawi,et al.  Optimal Scheduling of Vehicle-to-Grid Energy and Ancillary Services , 2012, IEEE Transactions on Smart Grid.

[52]  Panos Y. Papalambros,et al.  Autonomous Electric Vehicle Sharing System Design , 2015, DAC 2015.

[53]  Nikos D. Hatziargyriou,et al.  Distributed coordination of electric vehicles for conforming to an energy schedule , 2017 .

[54]  Peter B. Luh,et al.  Event-Based Optimization Within the Lagrangian Relaxation Framework for Energy Savings in HVAC Systems , 2015, IEEE Transactions on Automation Science and Engineering.

[55]  Qing-Shan Jia,et al.  A Multi-Timescale and Bilevel Coordination Approach for Matching Uncertain Wind Supply With EV Charging Demand , 2017, IEEE Transactions on Automation Science and Engineering.

[56]  P. Balsara,et al.  Wireless Power Transfer for Vehicular Applications: Overview and Challenges , 2018, IEEE Transactions on Transportation Electrification.

[57]  M. Ilic,et al.  Optimal Charge Control of Plug-In Hybrid Electric Vehicles in Deregulated Electricity Markets , 2011, IEEE Transactions on Power Systems.

[58]  P. Plötz,et al.  CO2 Mitigation Potential of Plug-in Hybrid Electric Vehicles larger than expected , 2017, Scientific Reports.

[59]  Qing-Shan Jia,et al.  Simulation-Based Policy Improvement for Energy Management in Commercial Office Buildings , 2012, IEEE Transactions on Smart Grid.

[60]  Wolf Fichtner,et al.  Integrating renewable energy sources by electric vehicle fleets under uncertainty , 2017 .

[61]  Qing-Shan Jia,et al.  Energy-Efficient Buildings Facilitated by Microgrid , 2010, IEEE Transactions on Smart Grid.

[62]  Shahram Jadid,et al.  Multi-objective scheduling of electric vehicles in smart distribution system , 2014 .

[63]  Junwei Lu,et al.  Vehicle-to-grid: linking electric vehicles to the smart grid , 2015 .