Optimal allocation of electric vehicle charging stations in a highway network: Part 1. Methodology and test application

Abstract Gradual electrification is widely considered as a feasible strategy for reducing the oil dependency and CO2 emissions of road transportation. In chase of these aims increasing importance has been attributed to Electric Vehicles (EVs). Although the European Commission has strongly supported sustainable mobility initiatives in recent years, with the purpose of decarbonizing road transport and mitigating urban air pollution, results are below expectations. Among the initiatives that can be implemented the most important is certainly the use of electric vehicles on a large scale but it will be necessary, in parallel, to plan an appropriate system of infrastructures that will be able to support the expansion. In this paper a methodology to provide optimal locations of electric vehicle infrastructures in a highway network is proposed. The procedure can also be used to support the implementation of the DAFI (Directive on the Deployment of Alternative Fuels Infrastructure). The goal is to estimate the basic number of charging stations and determine their correct allocation on the road network by analyzing the supply and demand and considering the psychological component of the driver. In Part 1, the subject of this research article, a model is presented to detect how many charging infrastructures are required within the service areas and to identify their location. After the description of the solution algorithm, a test application is performed in order to assess model and technique. With the aim of analysing a high-level system, the model will be used, in Part 2 of the work, to calculate and distribute the charging point on the Italian case study.

[1]  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.

[2]  Zhong Liu,et al.  Siting and sizing of fast charging stations in highway network with budget constraint , 2018, Applied Energy.

[3]  Xiaobo Dou,et al.  Optimal planning of electric vehicle charging stations comprising multi-types of charging facilities , 2018, Applied Energy.

[4]  Richard Mounce,et al.  On the potential for one-way electric vehicle car-sharing in future mobility systems , 2019, Transportation Research Part A: Policy and Practice.

[5]  G. Valenti,et al.  A demand-side approach to the optimal deployment of electric vehicle charging stations in metropolitan areas , 2016 .

[6]  Ehab F. El-Saadany,et al.  Optimal Resource Allocation and Charging Prices for Benefit Maximization in Smart PEV-Parking Lots , 2017, IEEE Transactions on Sustainable Energy.

[7]  Mehmet Efe Biresselioglu,et al.  Electric mobility in Europe: A comprehensive review of motivators and barriers in decision making processes , 2018 .

[8]  Hongjie Jia,et al.  A Load Forecast Method for Fast Charging Stations of Electric Vehicles on the freeway considering the information interaction , 2017 .

[9]  Shiyu Yan The economic and environmental impacts of tax incentives for battery electric vehicles in Europe , 2018, Energy Policy.

[10]  Hwasoo Yeo,et al.  Trajectory-interception based method for electric vehicle taxi charging station problem with real taxi data , 2016 .

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

[12]  Thomas Franke,et al.  Interacting with limited mobility resources: Psychological range levels in electric vehicle use , 2013 .

[13]  J. Javier Brey,et al.  Incorporating refuelling behaviour and drivers’ preferences in the design of alternative fuels infrastructure in a city , 2016 .

[14]  Lin Gong,et al.  INTEGRATED PLANNING OF BEV PUBLIC FAST-CHARGING STATIONS , 2016 .

[15]  S. Funke,et al.  Fast charging infrastructure for electric vehicles: Today’s situation and future needs , 2018, Transportation Research Part D: Transport and Environment.

[16]  Srithar Rajoo,et al.  A review of Battery Electric Vehicle technology and readiness levels , 2017 .

[17]  R. Fraser,et al.  Study of energy storage systems and environmental challenges of batteries , 2019, Renewable and Sustainable Energy Reviews.

[18]  Vincenzo Antonucci,et al.  Optimal allocation of electric vehicle charging stations in a highway network: Part 2. The Italian case study , 2019 .

[19]  Liselotte Lindblad DEPLOYMENT METHODS FOR ELECTRIC VEHICLE INFRASTRUCTURE , 2012 .

[20]  Wei Hao,et al.  Investigation on Range Anxiety and Safety Buffer of Battery Electric Vehicle Drivers , 2018, Journal of Advanced Transportation.

[21]  Csaba Csiszár,et al.  Urban public charging station locating method for electric vehicles based on land use approach , 2019, Journal of Transport Geography.

[22]  Florin Mariasiu,et al.  Electric vehicle battery technologies: From present state to future systems , 2015 .

[23]  Vincenzo Antonucci,et al.  Electric vehicle charging infrastructure planning in a road network , 2017 .

[24]  Wei Wu,et al.  Stabilised control strategy for PEM fuel cell and supercapacitor propulsion system for a city bus , 2018, International Journal of Hydrogen Energy.

[25]  Martin Kumar Patel,et al.  An interdisciplinary review of energy storage for communities: Challenges and perspectives , 2017 .

[26]  Daniele Milone,et al.  Energy Saving in Public Transport Using Renewable Energy , 2017 .

[27]  Caspar G. Chorus,et al.  Fully charged: An empirical study into the factors that influence connection times at EV-charging stations , 2018, Energy Policy.

[28]  A. Testa,et al.  Fuzzy logic based management of a stand-alone hybrid generator , 2011, 2011 International Conference on Clean Electrical Power (ICCEP).

[29]  S. Graziani,et al.  A Comparative Analysis of the Influence of Methods for Outliers Detection on the Performance of Data Driven Models , 2007, 2007 IEEE Instrumentation & Measurement Technology Conference IMTC 2007.

[30]  Ralf Philipsen,et al.  Fast-charging station here, please! User criteria for electric vehicle fast-charging locations , 2016 .

[31]  Marc Melaina,et al.  Refueling availability for alternative fuel vehicle markets: Sufficient urban station coverage , 2008 .

[32]  Vincenzo Franzitta,et al.  Hydrogen Production from Sea Wave for Alternative Energy Vehicles for Public Transport in Trapani (Italy) , 2016 .