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Document type:
Konferenzbeitrag 
Author(s):
Zehelein, Thomas; Werk, Philip; Lienkamp, Markus 
Title:
An Evaluation of Autoencoder and Sparse Filter as Automated Feature Extraction Process for Automotive Damper Defect Diagnosis 
Abstract:
With reduced driver's perceptions in regard of defects of a vehicle's suspension system, caused by autonomous driving, health monitoring of automotive dampers during driving will become increasingly relevant. Using only sensor signals of the vehicle's electronic stability program for this task is cost-efficient since those sensors are already available. Machine learning algorithms in conjunction with actual measurement data can be used to classify sensor readings according to the vehicle's dampe...    »
 
Keywords:
FTM Fahrdynamik 
Book / Congress title:
2019 Fourteenth International Conference on Ecological Vehicles and Renewable Energies (EVER) 
Publisher:
IEEE 
Date of publication:
01.05.2019 
Year:
2019 
Covered by:
Scopus 
Print-ISBN:
9781728137032 
TUM Institution:
Lehrstuhl für Fahrzeugtechnik