Frequency analysis on vibration signatures for gearbox spalling defect detection

Weidong Li, A. Dadouche, Jie Liu
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引用次数: 5

Abstract

Gearboxes are widely used in rotary machinery for mechanical power transmission and are prone to faults. Vibration signature analysis usually provides a good potential for gearbox incipient fault detection. This article presents an application of frequency analysis on vibration signatures obtained from a faulty gearbox. Experiments were carried out on an accessory gearbox of a J85 engine, which serves on several aircrafts such as Canadair CT-114 Tutor. Real operating system of the gearbox is reconstructed on a test rig located at the National Research Council of Canada. A spalling defect was artificially introduced to a flank of one of the pinions of the gearbox at the meshing section. Vibrations of the gearbox under various operating conditions are measured by an accelerometer mounted on the gearbox housing. Raw signals are first time synchronous-averaged (TSA) to reduce noise and then the averaged signals are transformed into frequency domain for analysis. Order analysis, which represents all frequencies in terms of shafts' rotating frequency, is employed instead of traditional frequency analysis in this investigation. Testing results demonstrate that the fundamental and the second gear mesh frequency (GMF) contain the major features of the gearbox health condition. Analysis results also show that at a constant operating speed, the spalling defect attenuates the power of the fundamental GMF while strengthens the power of the second GMF. Accordingly, the magnitude ratio between the fundamental and the second GMF is introduced as an indicator for spalling defect detection. The fault indicator is capable of clearly distinguishing the normal pinion from the defected one. It is also observed that the proposed fault indicator is robust and is consistent as the load on the gear is varied.
齿轮箱剥落缺陷检测的振动特征频率分析
齿轮箱在旋转机械中广泛应用于机械动力的传递,容易出现故障。振动特征分析通常为齿轮箱早期故障检测提供了很好的潜力。本文介绍了频率分析在故障齿轮箱振动特征分析中的应用。实验在J85发动机的一个附件齿轮箱上进行,它在几架飞机上服役,例如加拿大航空公司的CT-114导师。在位于加拿大国家研究委员会的试验台上重建了变速箱的真实操作系统。一个剥落缺陷被人为地引入到齿轮箱的一个小齿轮的侧面在啮合部分。齿轮箱在各种工况下的振动由安装在齿轮箱外壳上的加速度计测量。首先对原始信号进行同步平均(TSA)以降低噪声,然后将平均后的信号变换到频域进行分析。在本研究中,采用阶次分析代替传统的频率分析,阶次分析是用轴的旋转频率表示所有频率。试验结果表明,基轮啮合频率和二轮啮合频率包含了齿轮箱健康状况的主要特征。分析结果还表明,在一定的运行速度下,剥落缺陷会减弱基本GMF的功率,而增强第二GMF的功率。据此,引入基值与二阶GMF的幅度比作为检测剥落缺陷的指标。故障指示器能够清楚地区分正常的小齿轮和故障的小齿轮。还观察到,所提出的故障指示器是鲁棒的,并且随着齿轮上的负载的变化而保持一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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