Data-driven models in reliability analysis for tunnel structure: A systematic review

W Qin, EJ Chen, F Wang, W Liu, C Zhou - Tunnelling and Underground …, 2024 - Elsevier
Reliability analysis plays a critical role in the design optimization, operation, and
maintenance of tunnel structures. While classical mechanism models have been …

Active extremum Kriging-based multi-level linkage reliability analysis and its application in aeroengine mechanism systems

H Zhang, LK Song, GC Bai, XQ Li - Aerospace Science and Technology, 2022 - Elsevier
To improve the computational efficiency and accuracy of dynamic multi-component system
reliability analysis involving complex characteristics like dynamic traits, high-nonlinearity …

A two-stage Kriging estimation variance reduction method for efficient time-variant reliability-based design optimization

Z Song, H Zhang, Z Liu, P Zhu - Reliability Engineering & System Safety, 2023 - Elsevier
Adaptive Kriging modelling technique is an effective tool to reduce the computational burden
for time-variant reliability-based design optimization (TRBDO) significantly. However, the …

An estimation variance reduction-guided adaptive Kriging method for efficient time-variant structural reliability analysis

Z Song, H Zhang, L Zhang, Z Liu, P Zhu - Mechanical Systems and Signal …, 2022 - Elsevier
Adaptive Kriging surrogate model is becoming an effective technique to significantly reduce
the computational cost for time-variant reliability analysis (TRA). But the existing Kriging …

Time and space-variant system reliability analysis through adaptive Kriging and weighted sampling

S Yu, Z Wang, Y Li - Mechanical Systems and Signal Processing, 2022 - Elsevier
The performance of complex engineering systems often changes over time and space,
potentially leading to multiple failure modes. Such time and space variance presents a …

Failure probability estimation of a class of series systems by multidomain Line Sampling

MA Valdebenito, P Wei, J Song, M Beer… - Reliability Engineering & …, 2021 - Elsevier
This contribution proposes an approach for the assessment of the failure probability
associated with a particular class of series systems. The type of systems considered involves …

Time-variant reliability analysis using moment-based equivalent Gaussian process and importance sampling

Z Zhao, ZH Lu, YG Zhao - Structural and Multidisciplinary Optimization, 2022 - Springer
Time-variant reliability analysis (TRA) has drawn tremendous interest of engineers
attributable to its ability in assessing the probability that a system performs its intended …

An envelope-function-based algorithm for time-dependent reliability analysis of structures with hybrid uncertainties

Q Zhao, T Wu, J Hong - Applied Mathematical Modelling, 2022 - Elsevier
This paper proposes a novel envelope-function-based algorithm for time-dependent
reliability analysis considering random and interval uncertainties. First, the envelope …

Adaptive importance sampling approach for structural time-variant reliability analysis

X Yuan, Y Shu, Y Qian, Y Dong - Structural Safety, 2024 - Elsevier
A novel sampling approach, called adaptive importance sampling (AIS), is proposed to
efficiently perform time-variant reliability analysis. In practice, structures are generally …

Line sampling for time-variant failure probability estimation using an adaptive combination approach

X Yuan, W Zheng, C Zhao, MA Valdebenito… - Reliability Engineering & …, 2024 - Elsevier
An efficient sampling approach 'Adaptive Combined Line Sampling'is proposed for
evaluating the 'time-variant failure probability function'(TFPF) of structures. Line Sampling is …