Ball Bearing Damage Detection Using Traditional Signal Processing Algorithms

被引:63
作者
Bediaga, Inigo
Mendizabal, Xabier
Arnaiz, Aitor
Munoa, Jokin
机构
[1] Dynamics and Control Engineering Department
[2] RandD Department, SORALUCE S. Coop.
[3] Diagnostics and Prediction Unit, TEKNIKER
[4] University of Navarra
关键词
Damage detection - Fault detection - Machine tools - Signal detection;
D O I
10.1109/MIM.2013.6495676
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Fault detection and diagnosis of ball bearings has always been a challenge when monitoring rotating machinery. Specifically, bearing diagnostics have seen extensive research in the field of fault detection and diagnosis. This article reviews traditional algorithms used to detect and diagnose faulty bearings in heavy-duty milling machine tool spindle heads. Different kinds of faults have been created deliberately on the bearings of a test spindle head. The prediction effectiveness of several detection methods are tested when faults are in different stages of development. © 1998-2012 IEEE.
引用
收藏
页码:20 / 25
页数:6
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