Evaluation of emissions of CO2 and air pollutants from electric vehicles in Italian cities

The paper analyzes data about recharge of electric cars in Rome during 2013 as a part of a national research project (P.R.I.M.E.). The electric vehicles were recharged through the public Enel Distribuzione recharging infrastructure. For each recharge, the initial and final time were registered together with the electricity absorbed from the grid. The total number of recharges was about 7700. The first step of the investigation is the statistical analysis of the distribution of recharges in daily time slots in order to analyze the recharge behavior of Italian drivers. For each day and for each time slot, literature data from the Italian national grid operator (Terna) were used to retrieve the energy mix used to produce electricity in that day and in that time slot. In the third step, electricity generation mixes were used to obtain emission factors for greenhouse (CO2) and pollutant emissions (CO, NOx, HC and particulate). Using information about the electric consumption of vehicles registered in Rome, the emission factors in g/km were obtained and compared with the limits set by European legislation for conventional (gasoline and diesel).

[1]  Ibrahim Dincer,et al.  Economic and environmental comparison of conventional, hybrid, electric and hydrogen fuel cell vehicles , 2006 .

[2]  Martina Wikström,et al.  Socio-technical experiences from electric vehicle utilisation in commercial fleets , 2014 .

[3]  H. Nijmeijer,et al.  Evaluating the TU/e Lupo EL BEV performance , 2013, 2013 World Electric Vehicle Symposium and Exhibition (EVS27).

[4]  S. Blumsack,et al.  Long-term electric system investments to support Plug-in Hybrid Electric Vehicles , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[5]  Xiaosong Hu,et al.  Charging time and loss optimization for LiNMC and LiFePO4 batteries based on equivalent circuit models , 2013 .

[6]  Justin D.K. Bishop,et al.  Cost-effectiveness of alternative powertrains for reduced energy use and CO2 emissions in passenger vehicles , 2014 .

[7]  Thomas F. Golob,et al.  CLEAN AIR FOREVER? A LONGITUDINAL ANALYSIS OF OPINIONS ABOUT AIR POLLUTION AND ELECTRIC VEHICLES , 1997 .

[8]  Domenico Laforgia,et al.  A method to estimate the environmental impact of an electric city car during six months of testing in an Italian city , 2014 .

[9]  Domenico Laforgia,et al.  An Integrated Tool to Monitor Renewable Energy Flows and Optimize the Recharge of a Fleet of Plug-in Electric Vehicles in the Campus of the University of Salento: Preliminary Results , 2014 .

[10]  Willett Kempton,et al.  Using fleets of electric-drive vehicles for grid support , 2007 .

[11]  Teresa Donateo,et al.  Impact of Hybrid and Electric Mobility in a Medium-Sized Historic City , 2013 .

[12]  Stephen Potter,et al.  Transport Energy and Emissions: Urban Public Transport , 2003 .

[13]  Toshihiko Nakata,et al.  Techno-economic assessment of lightweight and zero emission vehicles deployment in the passenger car fleet of developing countries , 2014 .

[14]  André Faaij,et al.  Fulfilling the electricity demand of electric vehicles in the long term future: An evaluation of centralized and decentralized power supply systems , 2013 .

[15]  B. Varga Electric vehicles, primary energy sources and CO2 emissions: Romanian case study , 2013 .

[16]  Ozan Erdinc,et al.  Economic impacts of small-scale own generating and storage units, and electric vehicles under different demand response strategies for smart households , 2014 .

[17]  Aoife Foley,et al.  Impacts of Electric Vehicle charging under electricity market operations , 2013 .

[18]  John M German Hybrid Powered Vehicles , 2003 .

[19]  Marco Frey,et al.  Comparison between hydrogen and electric vehicles by life cycle assessment: A case study in Tuscany, Italy , 2011 .

[20]  Giampaolo Manzolini,et al.  Energy analysis of electric vehicles using batteries or fuel cells through well-to-wheel driving cycle simulations , 2009 .

[21]  Marc Ross,et al.  Real-World Emissions from Conventional Passenger Cars. , 1998, Journal of the Air & Waste Management Association.

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

[23]  Suzanna Long,et al.  Barriers to widespread adoption of electric vehicles: An analysis of consumer attitudes and perceptions , 2012 .

[24]  Domenico Laforgia,et al.  Effect of Driving Conditions and Auxiliaries on Mileage and CO 2 Emissions of a Gasoline and an Electric City Car , 2014 .

[25]  Ufuk Topcu,et al.  Optimal decentralized protocol for electric vehicle charging , 2013 .

[26]  Samveg Saxena,et al.  Electrical consumption of two-, three- and four-wheel light-duty electric vehicles in India , 2014 .

[27]  J L Sullivan,et al.  CO2 emission benefit of diesel (versus gasoline) powered vehicles. , 2004, Environmental science & technology.

[28]  John Lowry,et al.  Electric Vehicle Technology Explained , 2003 .

[29]  Patrick Debal,et al.  Comparison of on-road emissions with emissions measured on chassis dynamometer test cycles , 2006 .

[30]  Marino Gatto,et al.  Carbon emissions: The economic benefits of the Kyoto Protocol , 2001, Nature.

[31]  James Marco,et al.  The Novel Application of Optimization and Charge Blended Energy Management Control for Component Downsizing within a Plug-in Hybrid Electric Vehicle , 2012 .

[32]  Yohji Uchiyama,et al.  Life-cycle assessment of electricity generation options: The status of research in year 2001 , 2002 .

[33]  Paul Fletcher,et al.  Gas Turbine Performance , 1998 .

[34]  Saifur Rahman,et al.  Demand Response as a Load Shaping Tool in an Intelligent Grid With Electric Vehicles , 2011, IEEE Transactions on Smart Grid.

[35]  Malcolm McCulloch,et al.  Modeling the CO2 emissions from battery electric vehicles given the power generation mixes of different countries , 2011 .

[36]  Jarod C. Kelly,et al.  Vehicle lightweighting vs. electrification: Life cycle energy and GHG emissions results for diverse powertrain vehicles , 2014 .

[37]  Anibal T. de Almeida,et al.  Impact of the electricity mix and use profile in the life-cycle assessment of electric vehicles , 2013 .

[38]  Xiaosong Hu,et al.  Energy efficiency analysis of a series plug-in hybrid electric bus with different energy management strategies and battery sizes , 2013 .

[39]  Willett Kempton,et al.  Vehicle-to-Grid Power: Battery, Hybrid, and Fuel Cell Vehicles as Resources for Distributed Electric Power in California , 2001 .

[40]  Aymeric Rousseau,et al.  Well-to-Wheels Results of Energy Use, Greenhouse Gas Emissions, and Criteria Air Pollutant Emissions of Selected Vehicle/Fuel Systems , 2006 .

[41]  Riccardo Fagiani,et al.  Cost and emissions impacts of plug-in hybrid vehicles on the Ohio power system , 2010 .

[42]  Eva Valeri,et al.  Scenari di penetrazione di mercato di automobili con differenti tipologie di alimentazione , 2013 .

[43]  Ye Wu,et al.  Total versus urban: Well-to-wheels assessment of criteria pollutant emissions from various vehicle/fuel systems , 2009 .