• DocumentCode
    3517676
  • Title

    Energy efficiency improvement through context sensitive self-learning of machine availability

  • Author

    Bittencourt, José Luiz ; Bonefeld, Ralf ; Scholze, Sebastian ; Stokic, Dragan ; Uddin, M. Kamal ; Lastra, J. L Martinez

  • fYear
    2011
  • fDate
    26-29 July 2011
  • Firstpage
    93
  • Lastpage
    98
  • Abstract
    In this paper, we present a generic solution for context based self-adaptation of production systems. We describe the overall architecture of the proposed system, as well as its components. Furthermore, we illustrate how this architecture is being used to extract the production context of machine tools and improve their energy efficiency.
  • Keywords
    flexible manufacturing systems; machine tools; production engineering computing; unsupervised learning; context sensitive self-learning; energy efficiency improvement; machine availability; machine tools production context; production systems context self adaptation; Context; Context modeling; Data mining; Monitoring; Ontologies; Production systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Informatics (INDIN), 2011 9th IEEE International Conference on
  • Conference_Location
    Caparica, Lisbon
  • Print_ISBN
    978-1-4577-0435-2
  • Electronic_ISBN
    978-1-4577-0433-8
  • Type

    conf

  • DOI
    10.1109/INDIN.2011.6034843
  • Filename
    6034843
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3517676