Method for Determining Starting Point of Rolling Bearing Life Prediction Based on Linear Regression
Abstract
Aimed at addressing the problem that the subjective selection of start prediction time (SPT) in rolling bearing remaining useful life (RUL) prediction will lead to excessive noise in the prediction signal, a linear-regression-based SPT point determination was proposed. The sliding window linear regression method was used to establish sliding windows in the root mean square (RMS) range to obtain the RMS gradient domain. The threshold for the RMS...
Paper Details
Title
Method for Determining Starting Point of Rolling Bearing Life Prediction Based on Linear Regression
Published Date
Aug 22, 2019
Journal
Volume
8
Issue
9
Pages
923 - 923
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