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Design optimization of the control system for the powertrain of an electric vehicle: A cyber-physical system approach

  • Chen Lv
  • , Junzhi Zhang
  • , Pierluigi Nuzzo
  • , Alberto Sangiovanni-Vincentelli
  • , Yutong Li
  • , Ye Yuan
  • Tsinghua University
  • University of California at Berkeley

科研成果: 书/报告/会议事项章节会议稿件同行评审

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 platform-based 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.

源语言英语
主期刊名2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015
出版商Institute of Electrical and Electronics Engineers Inc.
814-819
页数6
ISBN(电子版)9781479970964
DOI
出版状态已出版 - 2 9月 2015
已对外发布
活动12th IEEE International Conference on Mechatronics and Automation, ICMA 2015 - Beijing, 中国
期限: 2 8月 20155 8月 2015

出版系列

姓名2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015

会议

会议12th IEEE International Conference on Mechatronics and Automation, ICMA 2015
国家/地区中国
Beijing
时期2/08/155/08/15

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