Title :
Evaluation Study on Detection Techniques for Bearing Incipient Faults
Author :
Fernáindez, Ana ; Bediaga, Inigo ; Gastón, Ainhoa ; Hemáindez, Javier
Author_Institution :
Dept. of Control Eng., Res. Centre IDEKO, Elgoibar
Abstract :
This article presents a comparison study on the performance of methods for fault detection and diagnosis in ball bearings. Different kinds of actual faults have been acquired in real time from a test platform and a signal of an incipient fault model been created. The simulation of different processing methods with the modeled signal has been evaluated, the underpinning concept being the implementation of these techniques for actual systems and real-time applications
Keywords :
ball bearings; condition monitoring; fault diagnosis; signal processing; ball bearings; bearing incipient faults; fault detection; fault diagnosis; incipient fault model; prediction model; signal processing; Ball bearings; Control engineering; Fault detection; Fault diagnosis; Predictive models; Rolling bearings; Signal analysis; Signal processing; Testing; Vibrations; AR prediction model; bearings; fault detection; incipient fault model; signal processing;
Conference_Titel :
Computer as a Tool, 2005. EUROCON 2005.The International Conference on
Conference_Location :
Belgrade
Print_ISBN :
1-4244-0049-X
DOI :
10.1109/EURCON.2005.1630266
