• DocumentCode
    2312575
  • Title

    Embedding detailed robot energy optimization into high-level scheduling

  • Author

    Vergnano, Alberto ; Thorstensson, Carl ; Lennartson, Bengt ; Falkman, Petter ; Pellicciari, Marcello ; Yuan, Chengyin ; Biller, Stephan ; Leali, Francesco

  • Author_Institution
    Dept. of Mech. & Civil Eng., Univ. of Modena & Reggio Emilia, Modena, Italy
  • fYear
    2010
  • fDate
    21-24 Aug. 2010
  • Firstpage
    386
  • Lastpage
    392
  • Abstract
    Reduction of energy consumption is important for reaching a sustainable future. This paper presents a novel method for optimizing the energy consumption of robotic manufacturing systems. The method embeds detailed evaluations of robots´ energy consumptions into a scheduling model of the overall system. The energy consumption for each operation is modelled and parameterized as function of the operation execution time, and the energy-optimal schedule is derived by solving a mixed-integer nonlinear programming problem. The objective function for the optimization problem is then the total energy consumption for the overall system. A case study of a sample robotic manufacturing system is presented. It shows that there exists a possibility for a significant reduction of the energy consumption, in comparison to state-of-the-art scheduling approaches.
  • Keywords
    industrial robots; integer programming; manufacturing systems; nonlinear programming; detailed robot energy optimization; energy consumption reduction; energy optimal schedule; high-level scheduling; mixed-integer nonlinear programming problem; operation execution time; robotic manufacturing systems; Energy consumption; Job shop scheduling; Joints; Optimization; Robot kinematics; Schedules;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation Science and Engineering (CASE), 2010 IEEE Conference on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4244-5447-1
  • Type

    conf

  • DOI
    10.1109/COASE.2010.5584686
  • Filename
    5584686