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
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