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Dependent failure behavior modeling for risk and reliability: A systematic and critical literature review
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 …
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
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 …
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
Traditionally, the Gaussian assumption, implied by the Wiener process, is widely admitted
for modeling degradation processes. However, when degradation data exhibit heavy tails …
for modeling degradation processes. However, when degradation data exhibit heavy tails …
Inverse Gaussian processes with correlated random effects for multivariate degradation modeling
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 …
mode can be monitored by measuring a performance characteristic (PC). It is found that the …
On multivariate copula modeling of dependent degradation processes
Multivariate degradation processes have been observed in many engineering systems. Most
existing multivariate degradation modeling techniques, such as multivariate general path …
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 …
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 …
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 …
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
Condition monitoring signals provide sufficient information about the health of machines
and, therefore, are widely used for fault diagnosis, prognosis, and health management …
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 …
their degradation process is by using a multivariate independent Wiener process model with …