• DocumentCode
    1762375
  • Title

    Energy Efficient Use of Multirobot Production Lines in the Automotive Industry: Detailed System Modeling and Optimization

  • Author

    Meike, Davis ; Pellicciari, Marcello ; Berselli, Giovanni

  • Author_Institution
    Daimler AG, Sindelfingen, Germany
  • Volume
    11
  • Issue
    3
  • fYear
    2014
  • fDate
    41821
  • Firstpage
    798
  • Lastpage
    809
  • Abstract
    This paper quantitatively reports about potential energy savings on robotic assembly lines for the automotive industry. At first, a detailed system model is described, which improves previously published results by explicitly considering both manipulator and electrical drive dynamics. The model closely captures experimental data in terms of actuation torques and servodrive voltages, which are directly used to derive the plant input power. Two practical methods are then evaluated for reducing the overall energy consumption. The methods rely on: 1) implementation of energy-optimal trajectories obtained by means of time scaling, concerning the robots´ motion from the last process point to the home positions and 2) reduction of energy consumption by releasing the actuator brakes earlier when the robots are kept stationary. Simulation results, based on the production timing characteristics measured at a real plant, clearly shows that the system energy consumption can be effectively reduced without negative effects on the production rate. Note to Practitioners - The global industry trend towards sustainability demands energy optimization as a primary goal. Currently, industrial multirobot systems are not efficiently programmed as long as effective simulation tools are mostly lacking. In this context, a detailed model of the production line is proposed, which can be readily integrated into commercial tools for robot programming. Furthermore, the impact of practical optimization methods which are readily applicable to existing equipment is quantitatively highlighted. The key aspect of the proposed approach is that both the production rate of each cell and the robot hardware limitations are considered as strict constraints, so that no significant changes to the plant are required.
  • Keywords
    assembling; automobile industry; energy conservation; industrial manipulators; multi-robot systems; optimisation; robot programming; actuation torques; automotive industry; detailed system modeling; electrical drive dynamics; energy efficient; energy-optimal trajectories; industrial multirobot systems; manipulator; multirobot production lines; optimization; robot programming; robotic assembly lines; servodrive voltages; Computational modeling; Inverters; Production; Service robots; Torque; Trajectory; Energy efficient robotics; robotic manufacturing; trajectory planning; virtual prototyping;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2013.2285813
  • Filename
    6668986