Degradation data analysis based on a generalized Wiener process subject to measurement error

[Display omitted] •A generalized Wiener process degradation model with measurement errors is proposed.•A simple method to determine the transformed time scale forms is presented.•The probability distribution function is derived based on the first hitting time.•Maximum likelihood estimation method is...

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Bibliographic Details
Published in:	Mechanical systems and signal processing Vol. 94; pp. 57 - 72
Main Authors:	Li, Junxing, Wang, Zhihua, Zhang, Yongbo, Fu, Huimin, Liu, Chengrui, Krishnaswamy, Sridhar
Format:	Journal Article
Language:	English
Published:	Berlin Elsevier Ltd 15.09.2017 Elsevier BV
Subjects:	Computer simulation Correlation analysis Data analysis Degradation Degradation analysis Distribution functions Error analysis Maximum likelihood estimation Measurement errors Parameter estimation Performance degradation Probability distribution Probability distribution functions Resistors Time correlation functions Wear Wiener process Measurement errors Maximum likelihood estimation Wiener process Degradation analysis
ISSN:	0888-3270, 1096-1216
Online Access:	Get full text
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