首页    期刊浏览 2024年11月28日 星期四
登录注册

文章基本信息

  • 标题:Research on adaptive cruise control strategy of pure electric vehicle with braking energy recovery
  • 作者:Chengwei Sun ; Liang Chu ; Jianhua Guo
  • 期刊名称:Advances in Mechanical Engineering
  • 印刷版ISSN:1687-8140
  • 电子版ISSN:1687-8140
  • 出版年度:2017
  • 卷号:9
  • 期号:11
  • DOI:10.1177/1687814017734994
  • 语种:English
  • 出版社:Sage Publications Ltd.
  • 摘要:In this article, an adaptive cruise control algorithm with braking energy recovery is proposed. First, the influence of the working characteristics of motor and battery on the energy recovery is analyzed in the braking energy recovery system. Considering the requirements of the braking regulations, the genetic algorithm is used to optimize the economy and safety during the braking energy recovery process. Braking force allocation strategy results can be obtained by offline lookup table. Based on the model predictive control theory with particle swarm optimization algorithm, an adaptive cruise control strategy is constructed to recover the braking energy as much as possible under the premise of satisfying vehicle tracking, safety, and comfort performance. Use Carsim as the simulation platform, and then co-simulate it with MATLAB/Simulink which is embedded with control algorithm. Simulation results show that distance error ratio and speed error ratio are mostly within 10%, braking energy recovery rate can up to 43.65% or more.The stability and comfort performance can also meet the control requirement.
  • 关键词:Adaptive cruise control; regenerative braking system; genetic algorithm; model predictive control; particle swarm optimization
Loading...
联系我们|关于我们|网站声明
国家哲学社会科学文献中心版权所有