A reliability evaluation model of rolling bearings based on WKN-BiGRU and Wiener process
L Dai, J Guo, JL Wan, J Wang, X Zan - Reliability Engineering & System …, 2022 - Elsevier
Reliability evaluation is highly significant for the safe and reliable service of rolling bearings.
It is to accurately reflect degradation states of rolling bearings. However, traditional methods …
It is to accurately reflect degradation states of rolling bearings. However, traditional methods …
[HTML][HTML] Unbiased parameters estimation and mis-specification analysis of Wiener process-based degradation model with random effects
S Tang, F Wang, X Sun, X Xu, C Yu, X Si - Applied Mathematical Modelling, 2022 - Elsevier
Accurate parameters estimation is one of the most crucial components in remaining useful
life (RUL) prediction. This paper proposes an unbiased parameters estimation method and …
life (RUL) prediction. This paper proposes an unbiased parameters estimation method and …
Reliability analysis of products based on proportional hazard model with degradation trend and environmental factor
H Zheng, X Kong, H Xu, J Yang - Reliability Engineering & System Safety, 2021 - Elsevier
Degradation data and lifetime data have been broadly used for assessing product and
system reliability. To utilize the two kinds of data simultaneously, the proportional hazard …
system reliability. To utilize the two kinds of data simultaneously, the proportional hazard …
Data-driven dynamic predictive maintenance for a manufacturing system with quality deterioration and online sensors
Manufacturing systems are generally subject to product quality deterioration as a result of
degradation of machine tooling-components, and thus tooling-component replacement has …
degradation of machine tooling-components, and thus tooling-component replacement has …
Accelerated degradation testing for lifetime analysis considering random effects and the influence of stress and measurement errors
This paper is focused on lifetime analysis based on accelerated degradation testing (ADT),
considering the influence of stress and measurement errors. The traditional approach of …
considering the influence of stress and measurement errors. The traditional approach of …
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 …
Bayesian analysis for the transformed exponential dispersion process with random effects
F Duan, G Wang - Reliability Engineering & System Safety, 2022 - Elsevier
The basic exponential-dispersion (ED) process can be used to describe many degradation
phenomena, but its degradation increments are only age-dependent, which limits its …
phenomena, but its degradation increments are only age-dependent, which limits its …
Reliability Assessment and Remaining Useful Life Prediction Based on the Inverse Gaussian Step-Stress Accelerated Degradation Data
P Jiang, B Wang, X Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An inverse Gaussian step-stress accelerated degradation test model was put forward, in
which the drift and shape parameters are functions of the stress levels. The confidence …
which the drift and shape parameters are functions of the stress levels. The confidence …
Small sample reliability assessment with online time-series data based on a worm wasserstein generative adversarial network learning method
B Sun, Z Wu, Q Feng, Z Wang, Y Ren… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The scarcity of time-series data constrains the accuracy of online reliability assessment.
Data expansion is the most intuitive way to address this problem. However, conventional …
Data expansion is the most intuitive way to address this problem. However, conventional …
System reliability models with dependent degradation processes
Interest and associated research for reliability and health prediction and maintenance of
infrastructure and industrial products have increased continuously. The study of reliability …
infrastructure and industrial products have increased continuously. The study of reliability …