DocumentCode
1914293
Title
Abnormality Detection in Event Data and Condition Counters on Regina Trains
Author
Holst, Anders ; Ekman, Jan ; Larsen, Stefan
Author_Institution
Swedish Inst. of Comput. Sci.
fYear
2006
fDate
29-30 Nov. 2006
Firstpage
53
Lastpage
56
Abstract
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
Keywords
Bayes methods; condition monitoring; fault diagnosis; locomotives; railway engineering; statistical analysis; Bombardier Transportation; Regina trains; abnormality detection; condition counters; condition data; condition monitoring; event data; Bayesian statistics; Condition monitoring; Statistical anomaly detection;
fLanguage
English
Publisher
iet
Conference_Titel
Railway Condition Monitoring, 2006. The Institution of Engineering and Technology International Conference on
Conference_Location
Birmingham
Print_ISBN
0-86341-732-9
Type
conf
Filename
4126734
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