Issues in integrating existing multi-agent systems for power engineering applications

V.M. Catterson, E.M. Davidson, S.D.J. McArthur

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

28 Citations (Scopus)

Abstract

Multi-agent systems (MAS) have proven to be an effective platform for diagnostic and condition monitoring applications in the power industry. For example, a multi-agent system architecture, entitled condition monitoring multi-agent system (COMMAS) (McArthur et al., 2004), has been applied to the ultra high frequency (UHF) monitoring of partial discharge activity inside transformers. Additionally, a multi-agent system, entitled protection engineering diagnostic agents (PEDA) (Hossack et al., 2003), has demonstrated the use of MAS technology for automated and enhanced post-fault analysis of power systems disturbances based on SCADA and digital fault recorder (DFR) data. In this paper, the authors propose the integration of COMMAS and PEDA as a means of offering enhanced decision support to engineers tasked with managing transformer assets. By providing automatically interpreted data related to condition monitoring and power system disturbances, the proposed integrated system offer engineers a more comprehensive picture of the health of a given transformer. Defects and deterioration in performance can be correlated with the operating conditions it experiences. The integration of COMMAS and PEDA has highlighted the issues inherent to the inter-operation of existing multi-agent systems and, in particular, the issues surrounding the use of differing ontologies. The authors believe that these issues need to be addressed if there is to be widespread deployment of MAS technology within the power industry. This paper presents research undertaken to integrate the two MAS and to deal with ontology issues.
Original languageEnglish
Title of host publicationProceedings of the 13th International Conference on Intelligent Systems Application to Power Systems, 2005.
Place of PublicationNew York
PublisherIEEE
Number of pages7
ISBN (Print)1599751747
Publication statusPublished - Nov 2005
Event13th International Conference on Intelligent Systems Application to Power System (ISAP) - Arlington, USA
Duration: 6 Nov 200510 Nov 2005

Conference

Conference13th International Conference on Intelligent Systems Application to Power System (ISAP)
CityArlington, USA
Period6/11/0510/11/05

Keywords

  • multi-agent systems
  • power engineering
  • condition monitoring
  • post-fault analysis
  • intelligent systems
  • transformers

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