Remaining useful life estimation – A review on the statistical data driven approaches

Remaining useful life (RUL) is the useful life left on an asset at a particular time of operation. Its estimation is central to condition based maintenance and prognostics and health management. RUL is typically random and unknown, and as such it must be estimated from available sources of informati...

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Bibliographic Details
Published in:European journal of operational research 2011-08, Vol.213 (1), p.1-14
Main Authors: Si, Xiao-Sheng, Wang, Wenbin, Hu, Chang-Hua, Zhou, Dong-Hua
Format: Article
Language:English
Subjects:
Applied sciences
Brown motion
Distribution theory
Estimates
Estimating
Estimating techniques
Exact sciences and technology
Health
Industrial metrology. Testing
Information
Linear inference, regression
Maintenance
Maintenance Remaining useful life Brown motion Stochastic filtering Proportional hazards model Markov
Markov
Mathematical models
Mathematics
Mechanical engineering. Machine design
Operational research
Operations research
Probability and statistics
Proportional hazards model
Remaining useful life
Sciences and techniques of general use
Statistical analysis
Statistical methods
Statistics
Stochastic filtering
Studies
Useful life
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