Real-Time Velocity Optimization to Minimize Energy Use in Passenger Vehicles

被引:11
作者
Levermore, Thomas [1 ]
Sahinkaya, M. Necip [1 ]
Zweiri, Yahya [1 ]
Neaves, Ben [2 ]
机构
[1] Kingston Univ London, Fac Sci Engn & Comp, London SW15 3DW, England
[2] Jaguar Land Rover Ltd, Gaydon CV35 0RR, England
关键词
dynamic programming; optimization; fuel; fuel consumption; CRUISE CONTROL; SYSTEM; IMPACT;
D O I
10.3390/en10010030
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Energy use in internal combustion engine passenger vehicles contributes directly to CO2 emissions and fuel consumption, as well as producing a number of air pollutants. Optimizing the vehicle velocity by utilising upcoming road information is an opportunity to minimize vehicle energy use without requiring mechanical design changes. Dynamic programming is capable of such an optimization task and is shown in simulation to produce fuel savings, on average 12%, compared to real driving data; however, in this paper it is also applied in real time on a Raspberry Pi, a low cost miniature computer, in situ in a vehicle. A test drive was undertaken with driver feedback being provided by a dynamic programming algorithm, and the results are compared to a simulated intelligent cruise control system that can follow the algorithm results precisely. An 8% reduction in fuel with no loss in time is reported compared to the test driver.
引用
收藏
页数:18
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