On Board Eco-Driving System for Varying Road-Traffic Environments Using Model Predictive Control

被引:62
作者
Kamal, M. A. S. [1 ]
Mukai, M. [2 ]
Murata, J. [2 ]
Kawabe, T. [2 ]
机构
[1] Fukuoka Ind Sci & Technol Fdn, Sawara Ku, 3-8-33 Momochihama, Fukuoka, Japan
[2] Kyushu Univ, Informat Sci & Elect Engn, Fukuoka, Japan
来源
2010 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS | 2010年
关键词
D O I
10.1109/CCA.2010.5611196
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents model predictive control of a vehicle in a varying road-traffic environment for ecological (eco) driving. The vehicle control input is derived by rigorous reasoning approach of model based anticipation of road, traffic and fuel consumption in a crowded road network regulated by traffic signals. Model predictive control with Continuation and generalized minimum residual method for optimization is used to calculate the sequence of control inputs aiming at long run fuel economy maintaining a safe driving. Performance of the proposed eco-driving system is evaluated through simulations in AIMSUN microscopic transport simulator. In spite of non-linearity and discontinuous movement of other traffic and signals, the proposed system is robust enough to control the vehicle safely. The driving behavior with fuel saving aspects is graphically illustrated, compared and analyzed to signify the prospect of the proposed eco-driving of a vehicle.
引用
收藏
页码:1636 / 1641
页数:6
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