• DocumentCode
    1792568
  • Title

    Multi-objective device selection approach for component-based automation systems

  • Author

    Ploennigs, Joern ; Lehmann, Matthias ; Wollschlaeger, Bastian ; Tuan Linh Mai ; Kabitzsch, Klaus

  • Author_Institution
    Smarter Cities Technol. Center, IBM Res., Dublin, Ireland
  • fYear
    2014
  • fDate
    16-19 Sept. 2014
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Composing distributed automation systems from components is challenging due to large variety and number of available components on the market. Multiple criteria need to be considered such as functional coverage, price, interoperability, vendor homogeneity, and energy. The paper introduces a novel heuristic approach for selecting devices considering such criteria. The performance of the approach is compared against alternative approaches in practical relevant scenarios. The results show that the approach is able to identify good design solution candidates according to the criteria and outperforms alternative approaches in the combination of quality and computational performance.
  • Keywords
    object-oriented programming; optimisation; component-based automation systems; computational performance; design solution; distributed automation systems; functional coverage; heuristic approach; interoperability; multiobjective device selection approach; multiple criteria; price; quality; vendor homogeneity; Abstracts; Interoperability; Optimization; Semantics; Temperature control; Temperature sensors; Thermostats;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Technology and Factory Automation (ETFA), 2014 IEEE
  • Conference_Location
    Barcelona
  • Type

    conf

  • DOI
    10.1109/ETFA.2014.7005224
  • Filename
    7005224