Enhanced Machine Learning and Data Mining Methods for Analysing Large Hybrid Electric Vehicle Fleets based on Load Spectrum Data

2018 ◽  
Author(s):  
Philipp Bergmeir
Keyword(s):  
Machine Learning ◽  
Data Mining ◽  
Electric Vehicle ◽  
Hybrid Electric Vehicle ◽  
Load Spectrum ◽  
Mining Methods ◽  
Hybrid Electric ◽  
Spectrum Data

Classifying component failures of a hybrid electric vehicle fleet based on load spectrum data

2015 ◽  
Vol 27 (8) ◽  
pp. 2289-2304 ◽  
Author(s):  
Philipp Bergmeir ◽  
Christof Nitsche ◽  
Jürgen Nonnast ◽  
Michael Bargende
Keyword(s):  
Electric Vehicle ◽  
Hybrid Electric Vehicle ◽  
Load Spectrum ◽  
Vehicle Fleet ◽  
Hybrid Electric ◽  
Component Failures ◽  
Spectrum Data
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