A Survey on PEV Charging Infrastructure: Impact Assessment and Planning

Plug-in electric vehicles (PEVs) represent a huge step forward in a green transportation system, contribute in reduction of greenhouse gas emission, and reduce the dependence on fossil fuel. Integration of PEVs into the electric power system will result in a considerable addition to electricity demand. Due to PEV mobility, this demand has a random distribution in space and time among distribution system nodes. Therefore, short term forecast of PEV charging demand is more challenging than that for conventional loads. Assessment of PEV impacts on the power system is essential to mitigate the impairments from PEV loads. Optimal planning of PEV charging infrastructure will promote the penetration rate of PEVs and minimize the negative impacts of PEVs on the electric power distribution system and transportation road network. Design of charging facilities with integrated distributed energy resources (DER) is considered a solution to alleviate strain on the grid, reduce the integration cost with the distribution network and the charging cost. In this paper, we present a comprehensive literature survey on modelling of PEV charging demand, impact assessment approaches and tools, and charging infrastructure planning. Moreover, an overview on charging facility design with integrated DER is given. Some future research directions are identified.

[1]  Michael Kuby,et al.  The flow-refueling location problem for alternative-fuel vehicles , 2005 .

[2]  B. Bak-Jensen,et al.  Probabilistic load flow: A review , 2008, 2008 Third International Conference on Electric Utility Deregulation and Restructuring and Power Technologies.

[3]  M. J. Hodgson A Flow-Capturing Location-Allocation Model , 2010 .

[4]  Robert C. Green,et al.  The impact of plug-in hybrid electric vehicles on distribution networks: a review and outlook , 2010, PES 2010.

[5]  Fabrizio Granelli,et al.  Local energy storage sizing in plug-in hybrid electric vehicle charging stations under blocking probability constraints , 2011, 2011 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[6]  Di Wu,et al.  Electric Energy and Power Consumption by Light-Duty Plug-In Electric Vehicles , 2011, IEEE Transactions on Power Systems.

[7]  Sami Repo,et al.  Statistical Charging Load Modeling of PHEVs in Electricity Distribution Networks Using National Travel Survey Data , 2012, IEEE Transactions on Smart Grid.

[8]  Andreas Sumper,et al.  Requirements for EV charge stations with photovoltaic generation and storage , 2012, 2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe).

[9]  G. Papaefthymiou,et al.  Stochastic Modeling of Power Demand Due to EVs Using Copula , 2012, IEEE Transactions on Power Systems.

[10]  Mohammad Shahidehpour,et al.  Hourly Coordination of Electric Vehicle Operation and Volatile Wind Power Generation in SCUC , 2012, IEEE Transactions on Smart Grid.

[11]  Alexis Kwasinski,et al.  Spatial and Temporal Model of Electric Vehicle Charging Demand , 2012, IEEE Transactions on Smart Grid.

[12]  Xiao-Ping Zhang,et al.  Modeling of Plug-in Hybrid Electric Vehicle Charging Demand in Probabilistic Power Flow Calculations , 2012, IEEE Transactions on Smart Grid.

[13]  Tom Molinski,et al.  PEV Charging Profile Prediction and Analysis Based on Vehicle Usage Data , 2012, IEEE Transactions on Smart Grid.

[14]  Marija D. Ilic,et al.  Network Impacts and Cost Savings of Controlled EV Charging , 2012, IEEE Transactions on Smart Grid.

[15]  Kit Po Wong,et al.  Traffic-Constrained Multiobjective Planning of Electric-Vehicle Charging Stations , 2013, IEEE Transactions on Power Delivery.

[16]  Mahmud Fotuhi-Firuzabad,et al.  Investigating the Impacts of Plug-in Hybrid Electric Vehicles on Power Distribution Systems , 2013, IEEE Transactions on Smart Grid.

[17]  Farhat Saleemi,et al.  A smart charging station for EVs with evaluation of different energy storage technologies , 2013, 2013 IEEE Conference on Clean Energy and Technology (CEAT).

[18]  Ehab F. El-Saadany,et al.  PEVs modeling and impacts mitigation in distribution networks , 2013, IEEE Transactions on Power Systems.

[19]  Fang He,et al.  Optimal deployment of public charging stations for plug-in hybrid electric vehicles , 2013 .

[20]  Chresten Træholt,et al.  EV Charging Facilities and Their Application in LV Feeders With Photovoltaics , 2013, IEEE Transactions on Smart Grid.

[21]  Zhipeng Liu,et al.  Optimal Planning of Electric-Vehicle Charging Stations in Distribution Systems , 2013, IEEE Transactions on Power Delivery.

[22]  Fabrizio Granelli,et al.  Electric Power Allocation in a Network of Fast Charging Stations , 2013, IEEE Journal on Selected Areas in Communications.

[23]  A. Scaglione,et al.  A Scalable Stochastic Model for the Electricity Demand of Electric and Plug-In Hybrid Vehicles , 2014, IEEE Transactions on Smart Grid.

[24]  Payam Sadeghi-Barzani,et al.  Optimal fast charging station placing and sizing , 2014 .

[25]  Marc A. Rosen,et al.  Intelligent optimization to integrate a plug-in hybrid electric vehicle smart parking lot with renewable energy resources and enhance grid characteristics , 2014 .

[26]  Xiangning Lin,et al.  Distribution network planning integrating charging stations of electric vehicle with V2G , 2014 .

[27]  Jin-Woo Jung,et al.  Electric vehicles and smart grid interaction: A review on vehicle to grid and renewable energy sources integration , 2014 .

[28]  Weihua Zhuang,et al.  Plug-in electric vehicle charging demand estimation based on queueing network analysis , 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

[29]  Yan Xu,et al.  A Multi-Objective Collaborative Planning Strategy for Integrated Power Distribution and Electric Vehicle Charging Systems , 2014, IEEE Transactions on Power Systems.

[30]  Wilsun Xu,et al.  Method to Assess the Power-Quality Impact of Plug-in Electric Vehicles , 2014, IEEE Transactions on Power Delivery.

[31]  Xiaowen Chu,et al.  Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions , 2013, IEEE Transactions on Smart Grid.

[32]  Sonia Leva,et al.  Urban Scale Photovoltaic Charging Stations for Electric Vehicles , 2014, IEEE Transactions on Sustainable Energy.

[33]  Fouad Baouche,et al.  Efficient Allocation of Electric Vehicles Charging Stations: Optimization Model and Application to a Dense Urban Network , 2014, IEEE Intelligent Transportation Systems Magazine.

[34]  Chan-Nan Lu,et al.  Stochastic Analyses of Electric Vehicle Charging Impacts on Distribution Network , 2014, IEEE Transactions on Power Systems.

[35]  Prasanta Ghosh,et al.  Optimized Electric Vehicle Charging With Intermittent Renewable Energy Sources , 2014, IEEE Journal of Selected Topics in Signal Processing.

[36]  Ehab F. El-Saadany,et al.  Real-Time PEV Charging/Discharging Coordination in Smart Distribution Systems , 2014, IEEE Transactions on Smart Grid.

[37]  Hwasoo Yeo,et al.  An Analytical Planning Model to Estimate the Optimal Density of Charging Stations for Electric Vehicles , 2015, PloS one.

[38]  Luigi Martirano,et al.  EV fast charging stations and energy storage technologies: A real implementation in the smart micro grid paradigm , 2015 .

[39]  Zechun Hu,et al.  Value of the energy storage system in an electric bus fast charging station , 2015 .

[40]  Yu Peng,et al.  A review on electric vehicles interacting with renewable energy in smart grid , 2015 .

[41]  Weihua Zhuang,et al.  Investigating Wireless Charging and Mobility of Electric Vehicles on Electricity Market , 2015, IEEE Transactions on Industrial Electronics.

[42]  Xiu Yao,et al.  Load Modeling and Identification Based on Ant Colony Algorithms for EV Charging Stations , 2015, IEEE Transactions on Power Systems.

[43]  Dongsuk Kum,et al.  Economic Analysis of the Dynamic Charging Electric Vehicle , 2015, IEEE Transactions on Power Electronics.

[44]  Peng Wang,et al.  Probabilistic estimation of plug-in electric vehicles charging load profile , 2015 .

[45]  Krischonme Bhumkittipich,et al.  EV charging station design with PV and energy storage using energy balance analysis , 2015, 2015 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA).

[46]  Dipti Srinivasan,et al.  Multi-objective siting and sizing of E charging stations in the distribution system , 2015, 2015 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA).

[47]  Kankar Bhattacharya,et al.  A stochastic distribution operations framework to study the impact of PEV charging loads , 2015, 2015 North American Power Symposium (NAPS).

[48]  Erchin Serpedin,et al.  Optimal planning of fast PEV charging facilities , 2015, 2015 First Workshop on Smart Grid and Renewable Energy (SGRE).

[49]  Vigna Kumaran Ramachandaramurthy,et al.  A review on the state-of-the-art technologies of electric vehicle, its impacts and prospects , 2015 .

[50]  Mohamed M. Abdallah,et al.  Capacity Planning Frameworks for Electric Vehicle Charging Stations With Multiclass Customers , 2015, IEEE Transactions on Smart Grid.

[51]  Changhyun Kwon,et al.  Multi-period planning for electric car charging station locations: A case of Korean Expressways , 2015, Eur. J. Oper. Res..

[52]  Shengyin Li,et al.  Optimal Deployment of Alternative Fueling Stations on Transportation Networks Considering Deviation Paths , 2015 .

[53]  Hua Cai,et al.  Optimal locations of electric public charging stations using real world vehicle travel patterns , 2015 .

[54]  Qingquan Li,et al.  Optimizing the Locations of Electric Taxi Charging Stations: a Spatial-temporal Demand Coverage Approach , 2016 .

[55]  Peng Wang,et al.  Nodal Impact Assessment and Alleviation of Moving Electric Vehicle Loads: From Traffic Flow to Power Flow , 2016, IEEE Transactions on Power Systems.

[56]  Furong Li,et al.  Economic planning of electric vehicle charging stations considering traffic constraints and load profile templates , 2016 .

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

[58]  Francesco Delli Priscoli,et al.  On the control of energy storage systems for electric vehicles fast charging in service areas , 2016, 2016 24th Mediterranean Conference on Control and Automation (MED).

[59]  Peng Wang,et al.  Probabilistic Modeling of Nodal Charging Demand Based on Spatial-Temporal Dynamics of Moving Electric Vehicles , 2016, IEEE Transactions on Smart Grid.

[60]  Pavol Bauer,et al.  System design for a solar powered electric vehicle charging station for workplaces , 2016 .

[61]  Qiuwei Wu,et al.  Probabilistic modeling of nodal electric vehicle load due to fast charging stations , 2016, 2016 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS).

[62]  Mostafa Sedighizadeh,et al.  Optimal siting and sizing of distribution system operator owned EV parking lots , 2016 .

[63]  J. Catalão,et al.  Allocation of plug-in vehicles' Parking Lots in distribution systems considering network-constrained objectives , 2016, 2016 IEEE/PES Transmission and Distribution Conference and Exposition (T&D).

[64]  Xue Liu,et al.  Smart Charging for Electric Vehicles: A Survey From the Algorithmic Perspective , 2016, IEEE Communications Surveys & Tutorials.

[65]  Zicheng Bi,et al.  A review of wireless power transfer for electric vehicles: Prospects to enhance sustainable mobility , 2016 .

[66]  Ahad Kazemi,et al.  A Probabilistic Approach to Determine Optimal Capacity and Location of Electric Vehicles Parking Lots in Distribution Networks , 2016, IEEE Transactions on Industrial Informatics.

[67]  Mahmud Fotuhi-Firuzabad,et al.  Optimal Sizing of Storage System in a Fast Charging Station for Plug-in Hybrid Electric Vehicles , 2016, IEEE Transactions on Transportation Electrification.

[68]  Geraint Bevan,et al.  Review of Energy Storage Systems in electric grid and their potential in distribution networks , 2016, 2016 Eighteenth International Middle East Power Systems Conference (MEPCON).

[69]  Nikos D. Hatziargyriou,et al.  Distributed Coordination of Electric Vehicles providing V2G Regulation Services , 2016, IEEE Transactions on Power Systems.

[70]  Abhisek Ukil,et al.  TOU pricing based energy management of public EV charging stations using energy storage system , 2016, 2016 IEEE International Conference on Industrial Technology (ICIT).

[71]  Julio E. Normey-Rico,et al.  Energy management of an experimental microgrid coupled to a V2G system , 2016 .

[72]  Yi Guo,et al.  Investigate the impacts of PEV charging facilities on integrated electric distribution system and electrified transportation system , 2016, T&D 2016.

[73]  Alejandro Navarro-Espinosa,et al.  Probabilistic Impact Assessment of Low Carbon Technologies in LV Distribution Systems , 2016, IEEE Transactions on Power Systems.

[74]  Giuseppe Buja,et al.  Reactive Power Compensation Capabilities of V2G-Enabled Electric Vehicles , 2017, IEEE Transactions on Power Electronics.

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

[76]  Jinkuan Wang,et al.  Coordination Dispatch of Electric Vehicles Charging/Discharging and Renewable Energy Resources Power in Microgrid , 2017 .

[77]  Michael Devetsikiotis,et al.  A hierarchical optimization model for a network of electric vehicle charging stations , 2017 .

[78]  Kankar Bhattacharya,et al.  Optimal design of electric vehicle charging stations considering various energy resources , 2017 .

[79]  Kankar Bhattacharya,et al.  Electric Vehicle Charging Facility as a Smart Energy Microhub , 2017, IEEE Transactions on Sustainable Energy.

[80]  Kankar Bhattacharya,et al.  Queuing analysis based PEV load modeling considering battery charging behavior and their impact on distribution system operation , 2017 .