Design Optimization of the Control System for the Powertrain of an Electric Vehicle: A Cyber-Physical System Approach

被引:0
|
作者
Lv, Chen [1 ]
Zhang, Junzhi [1 ]
Nuzzo, Pierluigi [2 ]
Sangiovanni-Vincentelli, Alberto [2 ]
Li, Yutong [1 ]
Yuan, Ye [1 ]
机构
[1] Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R China
[2] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
关键词
Design optimization; powertrain control system; electric vehicle; cyber-physical system; platform-based design; REGENERATIVE BRAKING; HYBRID;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
By leveraging the interaction between the physical and the computation worlds, cyber-physical systems provide the capability of augmenting the available design space in several application domains, possibly improving the quality of the final design. In this paper, we propose a new, optimization-based methodology for the co-design of the gear ratio and the active damping controller of the powertrain system in an electric vehicle. Our goal is to explore the trade-off between vehicle acceleration performance and drivability. Using a platformbased approach, we first define the system architecture, the requirements, and quality metrics of interest. Then, we formulate the design problem for the powertrain control system as an optimization problem, and propose a procedure to derive an optimal system sizing, by relying on the simulation of the vehicle performance for a set of driving scenarios. Optimization results show that the driveline control performance can be substantially improved with respect to conventional solutions, using the proposed methodology. This further highlights the relevance and effectiveness of a cyber-physical system approach to system design across the boundary between plant architecture and control law.
引用
收藏
页码:814 / 819
页数:6
相关论文
共 50 条
  • [1] A Cyber-Physical System Design Approach
    Sveda, Miroslav
    Vrba, Radimir
    [J]. PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON SYSTEMS (ICONS 2011), 2011, : 12 - 18
  • [2] Driving-Style-Based Codesign Optimization of an Automated Electric Vehicle: A Cyber-Physical System Approach
    Lv, Chen
    Hu, Xiaosong
    Sangiovanni-Vincentelli, Alberto
    Li, Yutong
    Martinez, Clara Marina
    Cao, Dongpu
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (04) : 2965 - 2975
  • [3] The Design and Implementation of Management Information System of Electric Vehicle Charging Station Based on Cyber-Physical System
    Zhu, Zhi-cong
    Yang, Xiao-fei
    Cui, Cheng-gang
    Wang, Shi-feng
    Gao, Ting-yu
    Liu, Dan
    Liu, Wei-jun
    [J]. LOW-CARBON CITY AND NEW-TYPE URBANIZATION, 2015, : 367 - 383
  • [4] Optimization and Control of Cyber-Physical Vehicle Systems
    Bradley, Justin M.
    Atkins, Ella M.
    [J]. SENSORS, 2015, 15 (09) : 23020 - 23049
  • [5] Physical control framework and protocol design for cyber-physical control system
    Cai, Yi
    Qi, Deyu
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2017, 13 (07):
  • [6] Design and Application of a Reconfigurable Control to a Cyber-Physical System
    Tahiri, Imane
    Parant, Alexandre
    Gellot, Francois
    Philippot, Alexandre
    Carre-Menetrier, Veronique
    [J]. ICINCO: PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, 2020, : 718 - 725
  • [7] Calibration and optimization of an electric vehicle powertrain system
    Dong, Qichao
    Qi, Hongzhong
    Liu, Xintian
    Wang, Yansong
    [J]. JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2018, 41 (07) : 539 - 546
  • [8] CYBER-PHYSICAL LOGISTICS SYSTEM-BASED VEHICLE ROUTING OPTIMIZATION
    Lai, Mingyong
    Yang, Hongming
    Yang, Songping
    Zhao, Junhua
    Xu, Yan
    [J]. JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2014, 10 (03) : 701 - 715
  • [9] Security of Autonomous Vehicle as a Cyber-Physical System
    Chattopadhyay, Anupam
    Lam, Kwok-Yan
    [J]. 2017 7TH INTERNATIONAL SYMPOSIUM ON EMBEDDED COMPUTING AND SYSTEM DESIGN (ISED), 2017,
  • [10] System Design and Simulation on Powertrain of Electric Vehicle
    Xi, Pingyuan
    [J]. ADVANCES IN ENGINEERING DESIGN AND OPTIMIZATION II, PTS 1 AND 2, 2012, 102-102 : 294 - 297