中国机械工程2017,Vol.28Issue(1):51-56,6.DOI:10.3969/j.issn.1004-132X.2017.01.009
基于广义S变换的齿轮箱轴承故障诊断方法
Fault Diagnosis Method of Gearbox Bearings Based on Generalized S transform
摘要
Abstract
The signals of gear box bearing faults usually were nonstationary and nonlinear.It might be more difficult to identify and extract in the strong background signals and noises.Based on the unique features and the time-frequency concentration of the generalized S transform,a rolling bearing fault diagnosis method was proposed based on generalized S transform.Window function in the generalized S transform was discussed,and the influences of different parameters in adj usting the width of window function were analyzed,and the different energy distributions of bearing faults were discussed in time-frequency spectrum by generalized S transform.Finally,the proposed method was validated by simulation analyses and the experiments of rolling bearings.The results show that the proposed method may accurately reveal the rolling bearing fault features frequency,and provides an effective method for gear box bearing fault diagnosis.关键词
齿轮箱/广义S变换/故障诊断/滚动轴承Key words
gear box/generalized S transform/fault diagnosis/rolling bearing分类
机械制造引用本文复制引用
陈换过,易永余,陈文华,陈培,沈建洋..基于广义S变换的齿轮箱轴承故障诊断方法[J].中国机械工程,2017,28(1):51-56,6.基金项目
国家自然科学基金资助项目(51475432) (51475432)
浙江省自然科学基金资助项目(LZ13E050003) (LZ13E050003)
浙江省国际科技合作专项计划资助项目(2013C24005) (2013C24005)