Title :
Eco-driving assistance system for electric vehicles based on speed profile optimization
Author :
Xiaohai Lin ; Gorges, Daniel ; Liu, Siyuan
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Kaiserslautern, Kaiserslautern, Germany
Abstract :
In this paper an eco-driving assistance system for reducing the energy consumption in electric vehcles is proposed. An accurate electric vehicle model is developed and an optimal control problem is formulated. The optimal control problem is solved based on dynamic programming. As a result an energy-optimal speed profile is obtained. This speed profile is displayed to the driver for eco-drving assistance. Experiments indicate that the speed profile can be tracked well by the driver and that the energy consumption can be reduced substantially.
Keywords :
driver information systems; dynamic programming; electric vehicles; optimal control; vehicle dynamics; dynamic programming; eco-driving assistance system; electric vehicles; energy consumption reduction; energy-optimal speed profile; optimal control problem; speed profile optimization; AC motors; Batteries; Computational modeling; Discharges (electric); Electric vehicles; Energy consumption;
Conference_Titel :
Control Applications (CCA), 2014 IEEE Conference on
Conference_Location :
Juan Les Antibes
DOI :
10.1109/CCA.2014.6981410