Eco-driving at signalised intersections for electric vehicles

The effectiveness of electric vehicle (EV) on energy consumption reduction and traffic pollutant emission mitigation is highly expected for its high energy efficiency and zero-emission during running. However, there is a popular belief that the popularisation of EV is hindered by the cruising range limitation and the charging process inconvenience. The driving behaviours have an effect on EV energy consumption, which relates to the extending of EVs’ cruising range. Meanwhile, since the EV consumes lots of energy in urban road when approaching the traffic light, this study focuses on the study of EV eco-driving at signalised intersections with the support of cooperative vehicle infrastructure system technologies. First, by employing the chassis dynamometer test, a microscopic energy consumption rate model for different operation modes is presented. Then, based on driving behaviour analysis, an eco-driving model is established that provides velocity profile for EV eco-driving according to the current vehicle status information and traffic information, especially the signal phasing and timing information. Finally, the energy saving effect of the eco-driving model is fully evaluated with an example application. The results show that the eco-driving strategies advised by the proposed model have good performance on energy consumption reduction.

[1]  Wissam Dib,et al.  Optimal energy management for an electric vehicle in eco-driving applications , 2014 .

[2]  Phil Blythe,et al.  Routing systems to extend the driving range of electric vehicles , 2013 .

[3]  Cheng Deng,et al.  Electric vehicle’s energy consumption of car-following models , 2013 .

[4]  Masafumi Miyatake,et al.  Theoretical study on Eco-Driving Technique for an Electric Vehicle with Dynamic Programming , 2010, 2010 International Conference on Electrical Machines and Systems.

[5]  Hannes Hartenstein,et al.  Can V2X communication help electric vehicles save energy? , 2012, 2012 12th International Conference on ITS Telecommunications.

[6]  Imed Ben Dhaou,et al.  Fuel estimation model for ECO-driving and ECO-routing , 2011, Intelligent Vehicles Symposium.

[7]  T. Holdstock,et al.  Energy consumption analysis of a novel four-speed dual motor drivetrain for electric vehicles , 2012, 2012 IEEE Vehicle Power and Propulsion Conference.

[8]  Michael E. Theologou,et al.  Machine-learning methodology for energy efficient routing , 2012 .

[9]  Hesham Rakha,et al.  ESTIMATING VEHICLE FUEL CONSUMPTION AND EMISSIONS BASED ON INSTANTANEOUS SPEED AND ACCELERATION LEVELS , 2002 .

[10]  António Pais Antunes,et al.  Optimal Location of Charging Stations for Electric Vehicles in a Neighborhood in Lisbon, Portugal , 2011 .

[11]  Kara M. Kockelman,et al.  Locating Electric Vehicle Charging Stations , 2013 .

[12]  Tingting Mu,et al.  Context-Aware and Energy-Driven Route Optimization for Fully Electric Vehicles via Crowdsourcing , 2013, IEEE Transactions on Intelligent Transportation Systems.

[13]  D. Hari,et al.  Analysis of a Driver Behaviour Improvement Tool to Reduce Fuel Consumption , 2012, 2012 International Conference on Connected Vehicles and Expo (ICCVE).

[14]  Kanok Boriboonsomsin,et al.  Dynamic ECO-driving for arterial corridors , 2011, 2011 IEEE Forum on Integrated and Sustainable Transportation Systems.

[15]  Philippe Moulin,et al.  Evaluation of the Energy Efficiency of a Fleet of Electric Vehicle for Eco-Driving Application , 2012 .

[16]  Kenneth S Kurani,et al.  Drivers discuss ecodriving feedback: Goal setting, framing, and anchoring motivate new behaviors , 2013 .

[17]  James Marco,et al.  Method for estimating the energy consumption of electric vehicles and plug-in hybrid electric vehicles under real-world driving conditions , 2013 .

[18]  Javier E. Meseguer,et al.  DrivingStyles: A smartphone application to assess driver behavior , 2013, 2013 IEEE Symposium on Computers and Communications (ISCC).

[19]  Hesham A. Rakha,et al.  Eco-driving at signalized intersections using V2I communication , 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[20]  Neville A. Stanton,et al.  Sustainability, transport and design: reviewing the prospects for safely encouraging eco-driving , 2013, AutomotiveUI.

[21]  Kanok Boriboonsomsin,et al.  Energy and emissions impacts of a freeway-based dynamic eco-driving system , 2009 .

[22]  Mathias Gerard,et al.  Analysis of the main factors influencing the energy consumption of electric vehicles , 2013, 2013 International Electric Machines & Drives Conference.