• DocumentCode
    35947
  • Title

    Energy-Efficient Control Strategies for Machine Tools With Stochastic Arrivals

  • Author

    Frigerio, Nicla ; Matta, Andrea

  • Author_Institution
    Dept. of Mech. Eng., Politec. di Milano, Milan, Italy
  • Volume
    12
  • Issue
    1
  • fYear
    2015
  • fDate
    Jan. 2015
  • Firstpage
    50
  • Lastpage
    61
  • Abstract
    Energy saving in production plants is becoming more and more relevant due to the pressure from governments to contain the environmental impact of manufacturing and from companies to reduce costs. One of the measures for saving energy is the implementation of control strategies that reduce energy consumption during the machine idle periods. This paper proposes a framework that integrates different control policies for switching the machine off when production is not critical and on when the part flow has to be resumed. A general policy is formalized by modelling explicitly the energy consumed at each machine state. The policy parameters that minimize the requested machine expected energy are provided analytically for general distributions. Numerical results are based on data acquired with dedicated experimental measurements on a real machining centre, and a comparison with the most common practices in manufacturing is also reported.
  • Keywords
    energy conservation; machine tools; machining; stochastic systems; control policy; cost reduction; energy consumption reduction; energy saving; energy-efficient control strategies; environmental impact; machine idle periods; machine tools; machining centre; production plants; requested machine expected energy; stochastic arrivals; Energy consumption; Machine tools; Optimal control; Power demand; Switches; Manufacturing automation; stochastic optimal control; sustainability;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2014.2344507
  • Filename
    6880413