4.7 Article

On the Optimal Speed Profile for Eco-Driving on Curved Roads

期刊

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TITS.2018.2795602

关键词

Dynamic programming; eco-driving; fuel consumption model; horizontal curvature; optimal control

资金

  1. National Natural Science Foundation of China [51375053]

向作者/读者索取更多资源

The horizontal curvature and a driver's behavior on curved roads significantly affect vehicle fuel economy. This paper describes how optimal speed profiles can minimize fuel consumption for a vehicle travelling on a curve. Previous studies suggested that sustaining a constant speed throughout a level road is the optimal measure for conserving fuel, within certain bounds. Based on the established vehicle dynamic model and an instantaneous fuel consumption model, the optimal constant speeds corresponding to circular curves with different radii can be derived. When entering or departing a curve for additional study, a dynamic programming algorithm is tailored to obtain the optimal speed profile in the vicinity of the curve. The algorithm is verified by using co-simulation of CarSim and Matlab/Simulink, and the results show the algorithm can save approximately 5.46% to 17.64% of fuel compared with the deceleration and acceleration modes of typical driver model controlled by a proportional integral controller. This technology can not only improve the conventional vehicle fuel economy by taking into account the horizontal curvature but also provide decision-making reference for the autonomous vehicle speed control.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据