Use of Tach from Vibration to Estimate Bearing Spall Length

Vibration analysis is often used for bearing fault diagnostics. Envelope analysis or other cyclo-stationary processes can capture a fault feature or condition indicator that is correlated to the spall length. However, no study has defined a process for estimating spall length on real-world data. The problem is that the spall length is a time-domain property of the signal. This paper generates a synthetic tachometer signal from the fault itself. It is synchronous to the rolling element exit from the spall, allowing for a time-domain representation of waveform using the time synchronous average. From this, an estimate of the length of the bearing fault can be determined.

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Publication Details

Journal
Annual Conference of the PHM Society
Published
2024-11-05
DOI
https://doi.org/10.36001/phmconf.2024.v16i1.3928
Primary Topic
Tribology and Lubrication Engineering
Type
article
Field-Weighted Citation Impact
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article

Use of Tach from Vibration to Estimate Bearing Spall Length

Jacob Bortman, Eric Bechhoefer, Omri Matania
Annual Conference of the PHM Society
Tribology and Lubrication Engineering
article

Use of Tach from Vibration to Estimate Bearing Spall Length

Jacob Bortman, Eric Bechhoefer, Omri Matania
article en

Abstract

Vibration analysis is often used for bearing fault diagnostics. Envelope analysis or other cyclo-stationary processes can capture a fault feature or condition indicator that is correlated to the spall length. However, no study has defined a process for estimating spall length on real-world data. The problem is that the spall length is a time-domain property of the signal. This paper generates a synthetic tachometer signal from the fault itself. It is synchronous to the rolling element exit from the spall, allowing for a time-domain representation of waveform using the time synchronous average. From this, an estimate of the length of the bearing fault can be determined.

Annual Conference of the PHM SocietyVol. 16(1)
Ben-Gurion University of the Negev (IL)
Openalex Percentile: Top 56%
Tribology and Lubrication Engineering
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