• DocumentCode
    1196366
  • Title

    Merging the Temporal and Spatial Aspects of Data and Information for Improved Power System Monitoring Applications

  • Author

    Kezunovic, Mladen ; Abur, Ali

  • Author_Institution
    Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
  • Volume
    93
  • Issue
    11
  • fYear
    2005
  • Firstpage
    1909
  • Lastpage
    1919
  • Abstract
    Many power system applications, particularly those related to monitoring,control, and protection, depend on the use of field data recorded by intelligent electronic devices (IEDs) in substations. With the introduction of IEDs in the last 20 years, the amount and type of data collected in substations have dramatically increased. This paper explores the benefits of data integration and information extraction achieved by merging temporal and spatial considerations. In the new approach, time and space issues are treated consistently across all IEDs, and as a result new applications with improved performance characteristics can be defined. As an illustration, two new monitoring functions are discussed in detail: 1) automated fault analysis and 2) hierarchical state and topology estimation. Discussion ends with a description of an implementation framework that will allow development of other functions that will benefit from the merger of time and space considerations.
  • Keywords
    SCADA systems; data analysis; fault diagnosis; power system measurement; automated fault analysis; communication protocols; data collection; data integration; fault diagnosis; hierarchical state estimation; information extraction; intelligent electronic devices; power system monitoring; spatial data structures; topology estimation; Automatic control; Control systems; Data mining; Merging; Monitoring; Power system control; Power system protection; Power systems; SCADA systems; Substations; Communication protocols; fault diagnosis; spatial data structures; state estimation; time measurement;
  • fLanguage
    English
  • Journal_Title
    Proceedings of the IEEE
  • Publisher
    ieee
  • ISSN
    0018-9219
  • Type

    jour

  • DOI
    10.1109/JPROC.2005.857497
  • Filename
    1519723