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
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