Cooperative look-ahead control of vehicle platoon travelling on a road with varying slopes

被引:20
|
作者
Zhai, Chunjie [1 ]
Luo, Fei [1 ]
Liu, Yonggui [1 ]
机构
[1] South China Univ Technol, Sch Automat Sci & Engn, Wushan 381, Guangzhou, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
road vehicles; road traffic control; concave programming; distributed control; predictive control; particle swarm optimisation; switching systems (control); cooperative look-ahead controller; vehicle platoon; eco-driving technologies; fuel efficiency; vehicle safety; switching control strategy; cooperative look-ahead control problem; distributed model predictive control; CLCbDMPC problem; constrained nonlinear nonconvex multiobjective optimisation problem; minimum fuel consumption table; optimal reduction gear ratio table; improved particle swarm optimisation algorithm; multiple dynamic populations; safety controller; TRANSPORTATION; MANAGEMENT;
D O I
10.1049/iet-its.2018.5201
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In the current literature, little research has been done in the eco-driving of vehicle platoon. To increase the fuel efficiency of vehicle platoon and ensure vehicle safety, this study proposes a switching control strategy for vehicle platoon travelling on a road with varying slopes, where the platooning and eco-driving technologies are used. To improve the fuel efficiency of vehicle platoon, the cooperative look-ahead controller is proposed by formulating a cooperative look-ahead control problem of vehicle platoon based on distributed model predictive control (CLCbDMPC), which is a constrained nonlinear non-convex multi-objective optimisation problem. To solve the CLCbDMPC problem quickly, after the minimum fuel consumption table and its corresponding optimal reduction gear ratio table are constructed and calculated off-line, the improved particle swarm optimisation algorithm with multiple dynamic populations is presented. Furthermore, the safety controller acting as the emergency brake to guarantee vehicle safety is also designed. The switch between the look-ahead controller and the safety controller forms the switching control strategy of vehicle platoon. Simulation results demonstrate, compared with benchmarks, the proposed strategy can significantly save up to 21.88% of fuel for vehicle platoon, and vehicle safety can also be guaranteed.
引用
收藏
页码:376 / 384
页数:9
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