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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
Fulltext / DOI:
doi:10.1109/ever.2019.8813630
TUM Institution:
Lehrstuhl für Fahrzeugtechnik
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