Fuel Efficient Connected Cruise Control for Heavy-Duty Trucks in Real Traffic

被引:48
作者
He, Chaozhe R. [1 ]
Ge, Jin I. [2 ]
Orosz, Gabor [1 ]
机构
[1] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[2] CALTECH, Dept Comp & Math Sci, Pasadena, CA 91125 USA
关键词
Energy consumption; Cruise control; Fuel economy; Perturbation methods; Computational modeling; Data models; Connected automated vehicle (CAV); data-based apporach; fuel economy; INFORMATION; VEHICLES; DESIGN;
D O I
10.1109/TCST.2019.2925583
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present a systematic approach for fuel-economy optimization of a connected automated truck that utilizes motion information from multiple vehicles ahead via vehicle-to-vehicle (V2V) communication. Position and velocity data collected from a chain of human-driven vehicles are utilized to design a connected cruise controller that smoothly responds to traffic perturbations while maximizing energy efficiency. The proposed design is evaluated using a high-fidelity truck model and the robustness of the design is validated on real traffic data sets. It is shown that optimally utilizing V2V connectivity leads to around 10% fuel economy improvements compared to the best nonconnected design.
引用
收藏
页码:2474 / 2481
页数:8
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