• DocumentCode
    3732070
  • Title

    Heavy Truck EPS System Simulation Based on PSO Optimization Fuzzy Control

  • Author

    Gong Jian-Qiang;Yang Wei;Heng Wei-Wei

  • Author_Institution
    Res. Inst. of Highway Minist. of Transp., Beijing, China
  • fYear
    2015
  • Firstpage
    446
  • Lastpage
    449
  • Abstract
    Based on particle swarm optimization of heavy truck EPS system control strategy is proposed, on the basis of vehicle EPS system overall design, taking DC motor current as the control target, using particle swarm optimization fuzzy control strategy, using MATLAB/Simulink as simulation platform, taking dump truck as research type models and commercial vehicle simulation model which equipped with EPS system is established. The simulation experimental results show that compared with the conventional fuzzy control, particle swarm optimization fuzzy control can improve the whole dynamic response of heavy truck EPS system efficiently, also good steering portability and handling stability is obtained.
  • Keywords
    "Fuzzy control","Vehicles","DC motors","Particle swarm optimization","Tires","Steering systems","Load modeling"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation, Big Data and Smart City (ICITBS), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICITBS.2015.116
  • Filename
    7384062