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Vibration response characterisation and fault-size estimation of spalled ball bearings

机译:倒置球轴承的振动响应表征及故障尺寸估计

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摘要

Research efforts have increased to investigate the ability to quantify localised bearing faults, ie spalls. These efforts revolve around extending the useful service life of the bearing after the detection of spalls. A number of studies have investigated a linear correlation between the size of spalls and three geometric points that may be recognised in the vibration response: the entry into the spall; the exit from the spall; and a third impact point between the first two. The time difference between these points, calculated using different signal processing techniques, has been widely exploited for quantifying spall size. Currently, there are two main challenges: the first is to enhance the entry point, which typically has weak excitation; the second is to distinguish the impact and the exit points investigated in the literature based on the spall size. However, for practical applications, there is no prior rough estimation of the fault size (ie small or large) and a method is needed for the interpretation of responses. This paper provides insights into the movement of the rolling element within the spall region and shows that the rolling element strongly strikes the bearing races at a minimum of two points. A new technique is then presented to quantify the spall and determine the inherent scaling factor without comparison to any reference data. The technique is based on evaluating two root-mean-square (RMS) energy envelopes, one for the vibration signal and one for a numerical differentiation of this signal. A geometric scaling factor is then used to give a generalised quantification for the small and large spalls. Serviceable estimations of spall size have been achieved for several seeded faults measured on two dissimilar test-rigs provided by the German Aerospace Centre (DLR) and the University of New South Wales (UNSW).
机译:研究努力增加了调查量化局部轴承故障的能力,即壁炉。这些努力在检测到壁面之后围绕延长轴承的有用使用寿命。许多研究已经研究了在振动响应中可以识别的截面和三个几何点之间的线性相关性:进入壁的进入;从壁上的出口;和前两个之间的第三个冲击点。使用不同的信号处理技术计算的这些点之间的时间差已被广泛利用用于量化Spall尺寸。目前,有两个主要挑战:首先是提高进入点,通常具有弱刺激;第二是将在文献中的影响和出口点的基于壁尺寸区分。然而,对于实际应用,没有现有的粗略估计故障尺寸(即小或大),并且需要一种方法来解释响应。本文提供了进入滚动元件在壁区域内的滚动元件的运动的洞察,并且示出了滚动元件在至少两点的至少两点撞击轴承座座。然后呈现一种新技术以量化突口,并确定固有的缩放因子而无需与任何参考数据进行比较。该技术基于评估两个均方方(RMS)能量包络,一个用于振动信号,一个用于该信号的数值分化。然后使用几何缩放因子来为小型和大拼写提供一般化的量化。对于德国航空航天中心(DLR)提供的两种不同的试验台测量的几种种子故障,已经实现了可维修的估计SPALL尺寸的差异估计。

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    M A A Ismail; N Sawalhi;

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  • 年度 2017
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  • 正文语种 eng
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