Monitoring Vehicle Suspension Elements Using Machine Learning Techniques

Monitoring Vehicle Suspension Elements Using Machine Learning Techniques

Condition monitoring (CM) is widely used in industry, and there is a growing interest in applying CM on rail vehicle systems. Condition based maintenance has the possibility to increase system safety and availability while at the sametime reduce the total maintenance costs.This thesis investigates t...

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Bibliographic Details
Main Author: Karlsson, Henrik
Format: Others
Language:English
Published: KTH, Spårfordon 2019
Subjects:
Condition monitoring
condition based maintenance
FDI
diagnostics
machine learning
classification algorithms
dimensionality reduction
feature selection
feature transformation
frequency response functions.
Tillståndsövervakning
tillståndsbaserat underhåll
diagnostik
maskininlärning
klassificeringsalgoritmer
dimensionalitetsreducering
särdragsextrahering
särdragstransformering
frekvenssvarsfunktioner.
Vehicle Engineering
Farkostteknik
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-262916

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-262916

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