On-line transformer condition monitoring through diagnostics and anomaly detection

V.M. Catterson, S.E. Rudd, S.D.J. McArthur, G. Moss

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

9 Citations (Scopus)

Abstract

This paper describes the end-to-end components of an on-line system for diagnostics and anomaly detection. The system provides condition monitoring capabilities for two in- service transmission transformers in the UK. These transformers are nearing the end of their design life, and it is hoped that intensive monitoring will enable them to stay in service for longer. The paper discusses the requirements on a system for interpreting data from the sensors installed on site, as well as describing the operation of specific diagnostic and anomaly detection techniques employed. The system is deployed on a substation computer, collecting and interpreting site data on-line.
LanguageEnglish
Title of host publicationISAP '09. 15th International Conference on Intelligent System Applications to Power Systems, 2009.
Place of Publication9781424450978
PublisherIEEE
Number of pages6
Publication statusPublished - Nov 2009
Event2009 15th International Conference on Intelligent System Applications to Power Systems - Curitiba, Brazil
Duration: 8 Nov 200912 Nov 2009
http://www.isap-power.org/

Conference

Conference2009 15th International Conference on Intelligent System Applications to Power Systems
Abbreviated titleISAP'09
CountryBrazil
CityCuritiba
Period8/11/0912/11/09
Internet address

Fingerprint

Online systems
Condition monitoring
Monitoring
Sensors

Keywords

  • on-line transformer
  • condition monitoring
  • diagnostics
  • anomaly detection

Cite this

Catterson, V. M., Rudd, S. E., McArthur, S. D. J., & Moss, G. (2009). On-line transformer condition monitoring through diagnostics and anomaly detection. In ISAP '09. 15th International Conference on Intelligent System Applications to Power Systems, 2009. 9781424450978: IEEE.
Catterson, V.M. ; Rudd, S.E. ; McArthur, S.D.J. ; Moss, G. / On-line transformer condition monitoring through diagnostics and anomaly detection. ISAP '09. 15th International Conference on Intelligent System Applications to Power Systems, 2009. . 9781424450978 : IEEE, 2009.
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Catterson, VM, Rudd, SE, McArthur, SDJ & Moss, G 2009, On-line transformer condition monitoring through diagnostics and anomaly detection. in ISAP '09. 15th International Conference on Intelligent System Applications to Power Systems, 2009. . IEEE, 9781424450978, 2009 15th International Conference on Intelligent System Applications to Power Systems , Curitiba, Brazil, 8/11/09.

On-line transformer condition monitoring through diagnostics and anomaly detection. / Catterson, V.M.; Rudd, S.E.; McArthur, S.D.J.; Moss, G.

ISAP '09. 15th International Conference on Intelligent System Applications to Power Systems, 2009. . 9781424450978 : IEEE, 2009.

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

TY - GEN

T1 - On-line transformer condition monitoring through diagnostics and anomaly detection

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N2 - This paper describes the end-to-end components of an on-line system for diagnostics and anomaly detection. The system provides condition monitoring capabilities for two in- service transmission transformers in the UK. These transformers are nearing the end of their design life, and it is hoped that intensive monitoring will enable them to stay in service for longer. The paper discusses the requirements on a system for interpreting data from the sensors installed on site, as well as describing the operation of specific diagnostic and anomaly detection techniques employed. The system is deployed on a substation computer, collecting and interpreting site data on-line.

AB - This paper describes the end-to-end components of an on-line system for diagnostics and anomaly detection. The system provides condition monitoring capabilities for two in- service transmission transformers in the UK. These transformers are nearing the end of their design life, and it is hoped that intensive monitoring will enable them to stay in service for longer. The paper discusses the requirements on a system for interpreting data from the sensors installed on site, as well as describing the operation of specific diagnostic and anomaly detection techniques employed. The system is deployed on a substation computer, collecting and interpreting site data on-line.

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KW - condition monitoring

KW - diagnostics

KW - anomaly detection

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BT - ISAP '09. 15th International Conference on Intelligent System Applications to Power Systems, 2009.

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Catterson VM, Rudd SE, McArthur SDJ, Moss G. On-line transformer condition monitoring through diagnostics and anomaly detection. In ISAP '09. 15th International Conference on Intelligent System Applications to Power Systems, 2009. . 9781424450978: IEEE. 2009