Influence of hybridisation on eco-driving habits using realistic driving cycles

This study covers three main aspects. First, it presents a way to create driving cycles using only driver behaviour (acceleration, deceleration and maximum speed) and route data as input parameters. Second, a power-based approach to describe different vehicle architectures from internal combustion engine vehicle, over stop and start to series and parallel hybrid solutions is presented and respective component modelling approaches are introduced. Finally, the fuel consumption on a given cycle in function of eco-driving parameters is evaluated. It can be seen that hybrid solutions show minimum fuel consumption of about 3 L/100 km, whereas eco-driving habits do change slightly when applied to hybrid architectures because of new technologies such as braking energy recovery.

[1]  O. Bethoux,et al.  A distributed model predictive control scheme for reducing consumption of hybrid fuel cell systems , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[2]  Guo-Ping Liu,et al.  Optimal fuzzy power control and management of fuel cell/battery hybrid vehicles , 2009 .

[3]  Arne Höltl,et al.  Perceived usefulness of eco-driving assistance systems in Europe , 2012 .

[4]  Ali Emadi,et al.  Classification and Review of Control Strategies for Plug-In Hybrid Electric Vehicles , 2011, IEEE Transactions on Vehicular Technology.

[5]  Hesham Rakha,et al.  The effects of route choice decisions on vehicle energy consumption and emissions , 2008 .

[6]  Masafumi Miyatake,et al.  Theoretical study on eco-driving technique for an Electric Vehicle considering traffic signals , 2011, 2011 IEEE Ninth International Conference on Power Electronics and Drive Systems.

[7]  Alireza Khaligh,et al.  Battery, Ultracapacitor, Fuel Cell, and Hybrid Energy Storage Systems for Electric, Hybrid Electric, Fuel Cell, and Plug-In Hybrid Electric Vehicles: State of the Art , 2010, IEEE Transactions on Vehicular Technology.

[8]  Klaus Bengler,et al.  The Impact of an Anticipatory Eco-Driver Assistant System in Different Complex Driving Situations on the Driver Behavior , 2014, IEEE Intelligent Transportation Systems Magazine.

[9]  Eva Ericsson,et al.  Variability in urban driving patterns , 2000 .

[10]  Caroline Schiebi,et al.  Identification and analysis of motives for eco-friendly driving within the eco-move project , 2013 .

[11]  S. R. Cikanek,et al.  Regenerative braking system for a hybrid electric vehicle , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

[12]  Eva Ericsson,et al.  Independent driving pattern factors and their influence on fuel-use and exhaust emission factors , 2001 .

[13]  Alan Keromnes,et al.  Development and validation of a 5 stroke engine for range extenders application , 2014 .

[14]  Ganesan Nagasubramanian,et al.  Modeling capacity fade in lithium-ion cells , 2005 .

[15]  Mutasim A. Salman,et al.  Energy management strategies for parallel hybrid vehicles using fuzzy logic , 2000 .

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

[17]  Yadollah Saboohi,et al.  Model for developing an eco-driving strategy of a passenger vehicle based on the least fuel consumption , 2009 .

[18]  Sam Akehurst,et al.  Development and Field Trial of a Driver Assistance System to Encourage Eco-Driving in Light Commercial Vehicle Fleets , 2013, IEEE Transactions on Intelligent Transportation Systems.

[19]  Hong Huo,et al.  Characterization of vehicle driving patterns and development of driving cycles in Chinese cities , 2008 .

[20]  Helena Strömberg,et al.  Comparative effects of eco-driving initiatives aimed at urban bus drivers - Results from a field trial , 2013 .

[21]  M. André Real-world driving cycles for measuring cars pollutant emissions - Part A: The ARTEMIS European driving cycles , 2009 .

[22]  Michel De Paepe,et al.  Recommendations for the new WLTP cycle based on an analysis of vehicle emission measurements on NEDC and CADC , 2012 .

[23]  D. Chrenko,et al.  Simple method of estimating consumption of internal combustion engine for hybrid application , 2012, 2012 IEEE Transportation Electrification Conference and Expo (ITEC).

[24]  Ryosuke Ando,et al.  A Study on Factors Affecting the Effective Eco-driving , 2012 .

[25]  Jean Andrey,et al.  Eco-driver training within the City of Calgary's municipal fleet: Monitoring the impact , 2013 .

[26]  Ryosuke Ando,et al.  How Does Driving Behavior Change When Following an Eco-driving Car? , 2011 .

[27]  Tom V. Mathew,et al.  Development of real-world driving cycle: Case study of Pune, India , 2009 .