A pilot study to address the travel behaviour and the usability of electric vehicles in two Italian provinces

Abstract This paper presents the results of a pilot study based on the analysis of driving data of a large sample of vehicles to address the urban travel behaviour and the usability of electric vehicles in real world conditions. The work relies on two databases, containing the anonymous driving patterns of approximately 28,000 conventional fuel vehicles in the Italian provinces of Modena and Firenze during one month (May 2011). From the statistical processing of the data it is possible to depict the urban mobility behaviour in these geographical areas, characterising trips length, average speed and parking duration distributions. Then these results have been used to quantify the urban fleet share suitable to be converted to battery electric vehicles, the modal shift required to meet the e-mobility target of the EU White Paper 2011 and the electric energy demand from the EVs fleet, by assuming overnight recharge.

[1]  Carlo Ratti,et al.  Does Urban Mobility Have a Daily Routine? Learning from the Aggregate Data of Mobile Networks , 2010 .

[2]  Elena Paffumi,et al.  European type-approval test procedure for evaporative emissions from passenger cars against real-world mobility data from two Italian provinces. , 2014, The Science of the total environment.

[3]  Michele De Gennaro,et al.  GIS-driven analysis of e-mobility in urban areas: An evaluation of the impact on the electric energy grid , 2014 .

[4]  Mobashwir Khan,et al.  Predicting the Market Potential of Plug-in Electric Vehicles Using Multiday GPS Data , 2012 .

[5]  Ryan Smith,et al.  GPS-based optimization of plug-in hybrid electric vehicles’ power demands in a cold weather city , 2011 .

[6]  Thomas H. Bradley,et al.  Analysis of plug-in hybrid electric vehicle utility factors , 2010 .

[7]  Randall Guensler,et al.  Electric vehicles: How much range is required for a day’s driving? , 2011 .

[8]  A. Rufer,et al.  An ultrafast EV charging station demonstrator , 2012, International Symposium on Power Electronics Power Electronics, Electrical Drives, Automation and Motion.

[9]  Franklin Farell Roadmap to a Single European Transport Area: Towards a competitive and resource efficient transport system , 2014 .

[10]  Chris Gearhart,et al.  A statistical approach to estimating acceptance of electric vehicles and electrification of personal transportation , 2013 .

[11]  L. Gaines,et al.  A review of battery life-cycle analysis : state of knowledge and critical needs. , 2010 .

[12]  Oscar Apeldoorn,et al.  Ultra-fast DC-charge infrastructures for EV-mobility and future smart grids , 2010, 2010 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe).

[13]  Zhenhong Lin,et al.  Within-Day Recharge of Plug-in Hybrid Electric Vehicles: Energy Impact of Public Charging Infrastructure , 2012 .

[14]  J. T. Salihi,et al.  1974 Energy Requirements for Electric Cars and Their Impact on Electric Power Generation and Distribution Systems , 1984, IEEE Transactions on Industry Applications.

[15]  Oar,et al.  Green Vehicle Guide , 2015 .

[16]  A. Ismail,et al.  Effect of Transportation Policies on Modal Shift from Private Car to Public Transport in Malaysia , 2007 .

[17]  Nico Vandaele,et al.  Towards a Modal Shift in Freight Transport? A Business Logistics Analysis of Some Policy Measures , 2006 .

[18]  H. Helms,et al.  Electric vehicle and plug-in hybrid energy efficiency and life cycle emissions , 2010 .

[19]  Unfccc Kyoto Protocol to the United Nations Framework Convention on Climate Change , 1997 .

[20]  Harald Scholz,et al.  Assessment of the potential of electric vehicles and charging strategies to meet urban mobility requirements , 2015 .

[21]  E. Helmers,et al.  Electric cars: technical characteristics and environmental impacts , 2012, Environmental Sciences Europe.

[22]  Albert-László Barabási,et al.  Understanding individual human mobility patterns , 2008, Nature.

[23]  Guzay Pasaoglu,et al.  Potential vehicle fleet CO2 reductions and cost implications for various vehicle technology deployment scenarios in Europe , 2012 .

[24]  Michele De Gennaro,et al.  Analysis and assessment of the electrification of urban road transport based on real-life mobility data , 2013 .