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Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods
Degradation-based modeling methods have been recognized as an essential and effective
approach for lifetime and remaining useful life (RUL) estimations for various health …
approach for lifetime and remaining useful life (RUL) estimations for various health …
Some challenges and opportunities in reliability engineering
E Zio - IEEE transactions on Reliability, 2016 - ieeexplore.ieee.org
Today's fast-pace evolving and digitalizing World is posing new challenges to reliability
engineering. On the other hand, the continuous advancement of technical knowledge and …
engineering. On the other hand, the continuous advancement of technical knowledge and …
Inverse Gaussian process models for degradation analysis: A Bayesian perspective
This paper conducts a Bayesian analysis of inverse Gaussian process models for
degradation modeling and inference. Novel features of the Bayesian analysis are the natural …
degradation modeling and inference. Novel features of the Bayesian analysis are the natural …
A Bayesian inference for remaining useful life estimation by fusing accelerated degradation data and condition monitoring data
Z Pang, X Si, C Hu, D Du, H Pei - Reliability Engineering & System Safety, 2021 - Elsevier
This article addresses the problem of estimating the remaining useful life (RUL) of degrading
products by fusing the accelerated degradation data and condition monitoring (CM) data …
products by fusing the accelerated degradation data and condition monitoring (CM) data …
A reliability analysis method of accelerated performance degradation based on bayesian strategy
R Yuan, M Tang, H Wang, H Li - IEEE Access, 2019 - ieeexplore.ieee.org
In order to achieve a longer life cycle, higher reliability is necessary for products. Generally,
the traditional reliability analysis methods can be performed based on sufficient failure data …
the traditional reliability analysis methods can be performed based on sufficient failure data …
Sequential Bayesian inference for Weibull distribution parameters with initial hyperparameter optimization for system reliability estimation
S Shuto, T Amemiya - Reliability Engineering & System Safety, 2022 - Elsevier
In this study, we investigated the sequential Bayesian inference of the Weibull distribution
parameters of the components of a system the remaining useful life of which can be …
parameters of the components of a system the remaining useful life of which can be …
An artificial neural network supported Wiener process based reliability estimation method considering individual difference and measurement error
D Liu, S Wang, X Cui - Reliability Engineering & System Safety, 2022 - Elsevier
Due to the powerful ability of artificial neural network in data fitting, it has been applied to
describe the mean function in Wiener process for degradation modeling and estimating …
describe the mean function in Wiener process for degradation modeling and estimating …
Planning of step-stress accelerated degradation test based on the inverse Gaussian process
H Wang, G Wang, F Duan - Reliability Engineering & System Safety, 2016 - Elsevier
The step-stress accelerated degradation test (SSADT) is a useful tool for assessing the
lifetime distribution of highly reliable or expensive product. Some efficient SSADT plans …
lifetime distribution of highly reliable or expensive product. Some efficient SSADT plans …
Reliability design and case study of the domestic compressor subjected to repetitive internal stresses
To improve the lifetime of mechanical system such as compressor, parametric accelerated
life testing (ALT) as a reliability methodology is suggested. It consists of (1) a parametric ALT …
life testing (ALT) as a reliability methodology is suggested. It consists of (1) a parametric ALT …
Inverse Gaussian process based reliability analysis for constant-stress accelerated degradation data
P Jiang, B Wang, X Wang, Z Zhou - Applied Mathematical Modelling, 2022 - Elsevier
The constant stress accelerated degradation test has been widely used to evaluate product
reliability when degradation measurements of product can be observed. This paper …
reliability when degradation measurements of product can be observed. This paper …