• DocumentCode
    271611
  • Title

    Ontology-centric data modelling and decision support in smart grid applications a distribution service operator perspective

  • Author

    Dogdu, Erdogan ; Murat Ozbayoglu, A. ; Benli, Okan ; Akinc, Hulya Erdener ; Erol, Erdeniz ; Atasoy, Tugrul ; Gurec, Ozan ; Ercin, Özden

  • Author_Institution
    Dept. of Comput. Eng., TOBB Univ. of Econ. & Technol., Ankara, Turkey
  • fYear
    2014
  • fDate
    2-6 June 2014
  • Firstpage
    198
  • Lastpage
    204
  • Abstract
    Conventional electricity distribution grids are getting smarter by coupling operation technologies with advanced information and communication technologies (ICT). This provides a better, reliable, cost effective and efficient service to the consumer while requiring an immense two way data transfer between consumer and distribution service operator (DSO). This paper gives a brief summary of the current situation of DSOs in Turkey after the privatization of the market and also the state of operational technologies (OT) in use. The integration of OT with ICT is the first step in building a smart grid, and the decision support systems (DSS) are becoming crucial in this integration and operational effectiveness. A major component in the smart grid integration efforts is a common information model as pointed out in earlier work. We restate the case of ontologies in information modeling towards building a smart grid and present the requirements for using ontologies in smart grid information systems and DSSs.
  • Keywords
    decision support systems; distribution networks; energy management systems; ontologies (artificial intelligence); power engineering computing; smart power grids; DSO; DSS; ICT; decision support systems; distribution service operator; electricity distribution grids; information and communication technologies; information modeling; market privatization; ontologies; operational technologies; smart grid information systems; smart grid integration efforts; two way data transfer; Data models; Decision support systems; Electricity; Information systems; Ontologies; Smart grids; Standards; Decision support systems (DSS); Electricity distribution; ICT OT; Ontology; Semantic Modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Energy and Power Systems (IEPS), 2014 IEEE International Conference on
  • Conference_Location
    Kiev
  • Print_ISBN
    978-1-4799-2265-9
  • Type

    conf

  • DOI
    10.1109/IEPS.2014.6874179
  • Filename
    6874179