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Abnormality detection in event data and condition counters on Regina trains
RISE, Swedish ICT, SICS, Decisions, Networks and Analytics lab.
RISE, Swedish ICT, SICS, Decisions, Networks and Analytics lab.
2006 (English)In: The IETInternational Conference on Railway Condition Monitoring 2006, 2006, 1, , 4 p.53-56 p.Conference paper, (Refereed)
Abstract [en]

The Regina trains, manufactured by Bombardier Transportation, contain software and hardware to generate as well condition data as event data that can be used to monitor the condition of the trains. In this paper we present the necessary equations for abnormality detection of both event data and condition counters in a general setting. The use of the equations is illustrated on authentic data from Regina trains.

Place, publisher, year, edition, pages
2006, 1. , 4 p.53-56 p.
Keyword [en]
Condition monitoring, Statistical anomaly detection, Bayesian statistics.
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:ri:diva-23491OAI: oai:DiVA.org:ri-23491DiVA: diva2:1042567
Conference
Proceedings of the IET International Conference on Railway Condition Monitoring 2006 (RCM 2006), 29-30 November 2006, Birmingham, UK
Projects
TIDOP
Available from: 2016-10-31 Created: 2016-10-31 Last updated: 2017-07-31Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
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