Dependent failure behavior modeling for risk and reliability: A systematic and critical literature review

Z Zeng, A Barros, D Coit - Reliability Engineering & System Safety, 2023 - Elsevier
This paper presents a systematic and critical literature review on dependent failure behavior
modeling in risk and reliability. A literature search is conducted systematically based on pre …

Remaining useful life prediction for two-phase degradation model based on reparameterized inverse Gaussian process

L Zhuang, A Xu, Y Wang, Y Tang - European Journal of Operational …, 2024 - Elsevier
Two-phase degradation is a prevalent degradation mechanism observed in modern
systems, typically characterized by a change in the degradation rate or trend of a system's …

A multivariate student-t process model for dependent tail-weighted degradation data

A Xu, G Fang, L Zhuang, C Gu - IISE Transactions, 2024 - Taylor & Francis
Traditionally, the Gaussian assumption, implied by the Wiener process, is widely admitted
for modeling degradation processes. However, when degradation data exhibit heavy tails …

Inverse Gaussian processes with correlated random effects for multivariate degradation modeling

G Fang, R Pan, Y Wang - European Journal of Operational Research, 2022 - Elsevier
Many engineering products have more than one failure mode and the evolution of each
mode can be monitored by measuring a performance characteristic (PC). It is found that the …

On multivariate copula modeling of dependent degradation processes

G Fang, R Pan - Computers & Industrial Engineering, 2021 - Elsevier
Multivariate degradation processes have been observed in many engineering systems. Most
existing multivariate degradation modeling techniques, such as multivariate general path …

A new class of multi-stress acceleration models with interaction effects and its extension to accelerated degradation modelling

X Ye, Y Hu, B Zheng, C Chen, G Zhai - Reliability Engineering & System …, 2022 - Elsevier
Most products operate under multiple stresses. The influences of multi-stress factors on
products are commonly not independent and promote a more violent degradation through …

Reliability analysis for multi-component systems considering stochastic dependency based on factor analysis

X Kong, J Yang, L Li - Mechanical Systems and Signal Processing, 2022 - Elsevier
Reliability analysis for engineering systems with multiple components has gained increasing
interest in recent. Most existing works assume that components follow identical degradation …

A generalized dynamic stress-strength interference model under δ-failure criterion for self-healing protective structure

K Ye, H Wang, X Ma - Reliability Engineering & System Safety, 2023 - Elsevier
Traditional dynamic stress-strength interference (SSI) models usually assume that a failure
occurs when the magnitude of a shock exceeds the strength. The assumption holds in most …

Decision-level machinery fault prognosis using N-BEATS-based degradation feature prediction and reconstruction

X Ma, B Yan, H Wang, H Liao - Mechanical Systems and Signal Processing, 2023 - Elsevier
Condition monitoring signals provide sufficient information about the health of machines
and, therefore, are widely used for fault diagnosis, prognosis, and health management …

Correlation‐driven multivariate degradation modeling and RUL prediction based on Wiener process model

B Yan, H Wang, X Ma - Quality and Reliability Engineering …, 2023 - Wiley Online Library
For degraded products with multiple performance characteristics (PCs), one way to model
their degradation process is by using a multivariate independent Wiener process model with …