Methods and systems for estimating residual useful life of a rolling element bearing

• US 10,215,664 B2
• Filed: 03/29/2018
• Issued: 02/26/2019
• Est. Priority Date: 10/09/2015
• Status: Active Grant

• Current Assignee: Rtx Corporation
• Original Assignee: United Technologies Corporation (Raytheon Technologies Corporation d/b/a RTX)
• Inventors: Haye, Sheridon Everette Oliver
• Primary Examiner(s): West, Paul M.
• Assistant Examiner(s): Shabman, Mark A
• Application Number:
  US15/940,541
• Publication Number:
  US 20180217026A1
• Time in Patent Office: 334 Days
• Field of Search: None
• CPC Class Codes: F16C 19/527 related to vibration and noise
• CPC Class Codes: G01M 13/045 Acoustic or vibration analysis

Abstract

Estimating residual useful life of a rolling element bearing in an operating gas turbine engine is provided. A processor receives a vibration signal from a vibration sensor. The vibration signal includes a vibratory response of the rolling element bearing. Processor detects a vibratory pattern of the rolling element bearing from the vibration signal and compares the vibratory pattern to a reference vibratory pattern. Processor identifies a failure propagation stage in which the vibratory pattern matches the reference vibratory pattern. Processor correlates the failure propagation stage to the residual useful life remaining in the rolling element bearing and generates an output signal representing the residual useful life remaining in the rolling element bearing.

Claims

1. A system for estimating residual useful life of a rolling element bearing in an operating rotor bearing system, the system comprising:

a vibration monitoring system including or in communication with a processor for detecting a vibratory response of the operating rotor bearing system by receiving a vibration signal representing the vibratory response and configured, in response thereto, to;

detect a vibratory pattern from the vibratory response;

compare the vibratory pattern to a reference vibratory pattern, the reference vibratory pattern having a plurality of successive failure propagation stages with respective vibratory specific patterns;

identify a failure propagation stage of the plurality of successive failure propagation stages in which the vibratory pattern substantially matches a respective vibratory specific pattern of the failure propagation stage; and

correlate the failure propagation stage to the residual useful life remaining in the rolling element bearing.

2. The system of claim 1, wherein the processor detects a vibratory pattern from the vibratory response including a measurable vibration frequency and a measurable vibration amplitude.

3. The system of claim 1, wherein the processor detects a change in the vibratory pattern.

4. The system of claim 1, wherein the vibratory pattern comprises a vibration frequency range and a vibration amplitude range and a change in the vibratory pattern comprises a shift in the vibration frequency range and a diminution in the vibration amplitude.

5. The system of claim 1, wherein the vibratory specific patterns comprise a reference vibration frequency range and a reference vibration amplitude range, wherein the processing system compares the measured vibration frequency against the reference vibration frequency range and the measured vibration amplitude against the reference vibration amplitude in the failure propagation stage.