首页    期刊浏览 2024年11月24日 星期日
登录注册

文章基本信息

  • 标题:A two-layer predictive control for hybrid electric vehicles energy management
  • 本地全文:下载
  • 作者:Nicoleta Stroe ; Sorin Olaru ; Guilaume Colin
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:1
  • 页码:10058-10064
  • DOI:10.1016/j.ifacol.2017.08.1777
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, a two-layer predictive energy management strategy for hybrid electric vehicles without an external recharge is introduced. The low-level layer exploits telemetry data over a short-term horizon in a model predictive control structure that provides the engine torque, but also the stop-start decision. The upper layer uses a tuning mechanism with a longer horizon to calculate the MPC weighting factor that ensures a balance between the fuel and battery consumption. An analysis of this upper-level tuning prediction horizon dependence on the drive cycle characteristics is performed. The robustness with respect to state-of-charge and engine torque estimation is also proven by a sensitivity analysis.
  • 关键词:Keywordshybrid electric vehicleenergy managementpredictive control
国家哲学社会科学文献中心版权所有