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

被引:21
作者
Cao, Wanke [1 ]
Liu, Shao [1 ]
Li, Jianwei [2 ]
Zhang, Zhaolong [3 ]
He, Hongwen [1 ]
机构
[1] Beijing Inst Technol, Beijing 100811, Peoples R China
[2] Univ Oxford, Dept Engn Sci, Oxford OX1 2JD, England
[3] Beijing Elect Vehicle Co Ltd, Beijing 102600, Peoples R China
关键词
Delays; Control systems; Vehicle dynamics; Computer architecture; Brakes; Vehicles; Switches; Adaptive cruise control; cyber-physical control; domain-based E; E architecture; hierarchical control; loop delay; MODEL-PREDICTIVE CONTROL; LATERAL MOTION CONTROL; NETWORK; SYSTEM;
D O I
10.1109/TIE.2022.3148732
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Domain-based electronic and electrical (E/E) architectures have been regarded as a possible upgrade to distributed E/E architectures currently used in electric vehicles. 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 multilink and multinode 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 article proposes a heterogeneous-topology loop delay analysis by introducing a notion of poly-service 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 intervehicle motion states. And the lower level is intended to mitigate the negative impact of loop delays and provide reliable acceleration tracking. The results of cosimulation and hardware-in-loop experiment verify effectiveness of proposed approaches.
引用
收藏
页码:866 / 877
页数:12
相关论文
共 52 条
[1]  
Ankem MD, 2019, IEEE INT C INTELL TR, P2612, DOI 10.1109/ITSC.2019.8917522
[2]   Making the Case for Centralized Automotive E/E Architectures [J].
Bandur, Victor ;
Selim, Gehan ;
Pantelic, Vera ;
Lawford, Mark .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (02) :1230-1245
[3]  
Bucher H., 2019, PROC C WCX SAE WORLD, P7148
[4]   Lyapunov based predictive control of vehicle drivetrains over CAN [J].
Caruntu, Constantin F. ;
Lazar, Mircea ;
Gielen, Rob H. ;
van den Bosch, P. P. J. ;
Di Cairano, Stefano .
CONTROL ENGINEERING PRACTICE, 2013, 21 (12) :1884-1898
[5]   Robust H∞ Filtering for Vehicle Sideslip Angle With Quantization and Data Dropouts [J].
Chang, Xiao-Heng ;
Liu, Yi .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (10) :10435-10445
[6]   Path Following Control of Autonomous Four-Wheel-Independent-Drive Electric Vehicles via Second-Order Sliding Mode and Nonlinear Disturbance Observer Techniques [J].
Chen, Jiancheng ;
Shuai, Zhibin ;
Zhang, Hui ;
Zhao, Wanzhong .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (03) :2460-2469
[7]   Hybrid Control-Based Acceleration Slip Regulation for Four-Wheel-Independent-Actuated Electric Vehicles [J].
Ding, Xiaolin ;
Wang, Zhenpo ;
Zhang, Lei .
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2021, 7 (03) :1976-1989
[8]  
Ding YQ, 2018, IEEE INT VEH SYM, P1717, DOI 10.1109/IVS.2018.8500473
[9]   Personalized Adaptive Cruise Control Based on Online Driving Style Recognition Technology and Model Predictive Control [J].
Gao, Bingzhao ;
Cai, Kunyang ;
Qu, Ting ;
Hu, Yunfeng ;
Chen, Hong .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (11) :12482-12496
[10]   Smart Voltage Vectors for Model Predictive Control of Six-Phase Electric Drives [J].
Gonzalez-Prieto, Angel ;
Gonzalez-Prieto, Ignacio ;
Duran, Mario J. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (10) :9024-9035