Analysis and Design of Adaptive Cruise Control for Smart Electric Vehicle With Domain-Based Poly-Service Loop Delay

巡航控制 计算机科学 协同自适应巡航控制 领域(数学分析) 拓扑(电路) 升级 网络拓扑 节点(物理) 控制理论(社会学) 控制工程 工程类 控制(管理) 计算机网络 电气工程 数学分析 数学 结构工程 人工智能 操作系统
作者
Wanke Cao,Shao Liu,Jianwei Li,Zhaolong Zhang,Hongwen He
出处
期刊:IEEE Transactions on Industrial Electronics [Institute of Electrical and Electronics Engineers]
卷期号:70 (1): 866-877 被引量:1
标识
DOI:10.1109/tie.2022.3148732
摘要

Domain-based electronic and electrical (E/E) architectures have been regarded as a possible upgrade to the distributed E/E architectures now used in electric vehicles (EV). In a distributed E/E design, E/E components are directly connected to the automobile bus. Domain-based architectures split E/E components into distinct domains depending on their functions, which clearly benefits software upgrading and wire harness reduction. However, due to its heterogeneous topology with multiple network protocols, domain-based E/E architecture introduces complicated multi-link and multi-node delays into the control loop. The delays may degrade and even deteriorate the stability of adaptive cruise control (ACC) employing domain-based E/E architecture. To this end, this paper proposes a heterogeneous-topology loop delay analysis by introducing a notion of poly-service (PS) loop delay. With a graphical pattern, the analytical process is presented in depth. The worst-case loop delay is calculated using an upper-boundary mathematic equation. Then, a hierarchical cyber-physical control method for ACC is designed. The upper level is intended to achieve desired acceleration based on vehicle and inter-vehicle motion states. And the lower level is intended to mitigate the negative impact of loop delays and provide reliable acceleration tracking. The results of co-simulation and Hardware-in-loop (HIL) experiment verify effectiveness of proposed approaches.

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