• DocumentCode
    50904
  • Title

    Minimizing Energy Consumption of Wheeled Mobile Robots via Optimal Motion Planning

  • Author

    Shuang Liu ; Dong Sun

  • Author_Institution
    Dept. of Mech. & Biomed. Eng., City Univ. of Hong Kong, Kowloon, China
  • Volume
    19
  • Issue
    2
  • fYear
    2014
  • fDate
    Apr-14
  • Firstpage
    401
  • Lastpage
    411
  • Abstract
    This paper presents a new optimal motion planning aiming to minimize the energy consumption of a wheeled mobile robot in robot applications. A model that can be used to formulate the energy consumption for kinetic energy transformation and for overcoming traction resistance is developed first. This model will provide a base for minimizing the robot energy consumption through a proper motion planning. To design the robot path, the A* algorithm is employed to generate an energy-efficient path where a new energy-related criterion is utilized in the cost function. To achieve a smooth trajectory along the generated path, the appropriate arrival time and velocity at the defined waypoints are selected for minimum energy consumption. Simulations and experiments are performed to demonstrate the energy-saving efficiency of the proposed motion planning approach.
  • Keywords
    energy consumption; mobile robots; optimal control; path planning; wheels; A* algorithm; arrival time; energy-efficient path; energy-related criterion; energy-saving efficiency; kinetic energy transformation; optimal motion planning approach; robot applications; robot energy consumption minimisation; robot path design; traction resistance; wheeled mobile robots; Energy consumption; Mobile robots; Planning; Robot sensing systems; Trajectory; Wheels; Minimum energy consumption; mobile robot; motion planning;
  • fLanguage
    English
  • Journal_Title
    Mechatronics, IEEE/ASME Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4435
  • Type

    jour

  • DOI
    10.1109/TMECH.2013.2241777
  • Filename
    6459035