Title :
Role of Terrain Preview in Energy Management of Hybrid Electric Vehicles
Author :
Zhang, Chen ; Vahidi, Ardalan ; Pisu, Pierluigi ; Li, Xiaopeng ; Tennant, Keith
Author_Institution :
Dept. of Mech. Eng., Clemson Univ., Clemson, SC, USA
fDate :
3/1/2010 12:00:00 AM
Abstract :
Energy-management strategy plays a critical role in high fuel economy that modern hybrid electric vehicles can achieve, yet a lack of information about future driving conditions is one of the limitations of fulfilling the maximum fuel economy potential of hybrid vehicles. Today, with wider deployment of vehicle telematic technologies, prediction of future driving conditions, e.g., road grade, is becoming more realistic. This paper evaluates the potential gain in fuel economy if road grade information is integrated into the energy management of hybrid vehicles. Real-world road geometry information is utilized in power-management decisions by using both dynamic programming (DP) and a standard equivalent consumption minimization strategy (ECMS). At the same time, two baseline control strategies with no future information are developed and validated for comparison purposes. Simulation results show that road terrain preview enables fuel savings. The level of improvement depends on the cruising speed, control strategy, road profile, and the size of the battery.
Keywords :
dynamic programming; energy conservation; fuel economy; hybrid electric vehicles; ECMS; baseline control strategies; dynamic programming; energy management strategy; equivalent consumption minimization strategy; fuel economy; hybrid electric vehicles; road geometry information; road terrain; Energy management; hybrid electric vehicle; road grade; terrain preview;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2009.2038707