Case Study of a Faulted Planet Bearing

Eric Bechhoefer and David He
Submission Type: 
Full Paper
phmc_16_036.pdf2.85 MBAugust 27, 2016 - 4:54pm

Fault detection in planet bearings is difficult. This is particularly true in wind turbines, where the main rotor shaft is under 20 rpm, such that the planet fault frequency can be sub 1 Hz. This papers analyzes a missed fault on a wind turbine planet bearing, and discuses how changes in the analysis configuration then allowed this type of fault to be detected. From raw data from ten machines, a strategy for fault feature identification was developed, to include, the evaluation of window selection, biasing of the data set with faulted components, and the use of improve analysis techniques. This allowed meaningfully appropriate thresholds to be set.

Publication Year: 
Publication Volume: 
Publication Control Number: 
Page Count: 
Submission Keywords: 
condition monitoring
Bearing Analysis
threshold setting
Submission Topic Areas: 
Data-driven methods for fault detection, diagnosis, and prognosis
Submitted by: 

follow us

PHM Society on Facebook Follow PHM Society on Twitter PHM Society on LinkedIn PHM Society RSS News Feed