不同通信拓扑下基于mpc的同构互联卡车生态队列

Hao Long, Arash Khalatbarisoltani, Xiaosong Hu
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引用次数: 4

摘要

互联自动化技术的进步使重型运输的驾驶效率更高。通过很好地协调多辆车的纵向运动,生态队列控制可以显著提高驾驶舒适性和燃油经济性。此外,得益于排成员的短跟随距离,气动效应被认为可以进一步降低重型应用中的总体能耗。本文提出了一种基于非线性模型预测控制(NMPC)的空气动力学感知协同自适应巡航控制(CACC)策略。提出的策略在不同的通信拓扑下实现:1)前任跟踪(PF), 2)领导者跟踪(LF)和3)前任-领导者跟踪(PLF)。通过多个指标对三种通信拓扑的性能进行了评价,仿真结果表明,当将排长的信息广播给其他排成员时,形成所谓的LF或PLF拓扑,可以保证串的稳定性,并且所提出的策略可以通过消除不必要的加速度来提高三辆卡车的驾驶舒适性。另一方面,由于空气阻力减少的影响,对所需功率的显著减少可以推导出来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MPC-based Eco-Platooning for Homogeneous Connected Trucks Under Different Communication Topologies
Advances in connected automated technology allow for more efficient driving in heavy-duty transportation. By well coordinating the longitudinal movements of multiple vehicles driving in a string, eco-platooning control can significantly improve the driving comfort and fuel economy. Moreover, benefitting from the short following distances of the platoon members, the aerodynamic effects are believed to further reduce the overall energy consumption in heavy-duty applications. In this paper, we develop an aerodynamically aware cooperative adaptive cruise control (CACC) strategy based on nonlinear model predictive control (NMPC). The proposed strategy is implemented under different communication topologies: 1) predecessor following (PF), 2) leader following (LF), and 3) predecessor-leader following (PLF). The performance of three communication topologies is evaluated through several indexes, and the simulation results indicate that when the information of the platoon leader is broadcast to the other platoon members, resulting in a so-called LF or PLF topology, the string stability would be guaranteed, and the proposed strategy can improve the driving comfort of all three trucks by eliminating unnecessary accelerations. On the other hand, a remarkable decrement on demanded power can be derived due to the effect of air-drag reduction.
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