Look-ahead control for heavy trucks to minimize trip time and fuel consumption

被引:323
作者
Hellstrom, Erik [1 ]
Ivarsson, Maria [2 ]
Aslund, Jan [1 ]
Nielsen, Lars [1 ]
机构
[1] Linkoping Univ, Linkoping, Sweden
[2] Scania CV AB, Sodertalje, Sweden
关键词
Predictive control; Dynamic programming; Fuel-optimal control;
D O I
10.1016/j.conengprac.2008.07.005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The scenario studied is a drive mission for a heavy diesel truck. With aid of an on board road slope database in combination with a GPS unit, information about the road geometry ahead is extracted. This look-ahead information is used in an optimization of the velocity trajectory with respect to a criterion formulation that weighs trip time and fuel consumption. A dynamic programming algorithm is devised and used in a predictive control scheme by constantly feeding the conventional cruise controller with new set points. The algorithm is evaluated with a real truck on a highway, and the experimental results show that the fuel consumption is significantly reduced. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:245 / 254
页数:10
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