Title
Time-variant reliability analysis based on high dimensional model representation
Abstract
•A Bayesian inference model is proposed to predict time-variant response.•An active learning is proposed to estimate failure probability of time-variant problem.•The proposed method is efficient and accurate for engineering applications.
Year
DOI
Venue
2019
10.1016/j.ress.2019.03.041
Reliability Engineering & System Safety
Keywords
Field
DocType
Time-variant reliability,Gaussian process,Active learning,High dimensional model representation
Kriging,Random variable,Monte Carlo method,Active learning,Uncertainty quantification,Algorithm,Gaussian process,Engineering,High-dimensional model representation,Dynamic problem,Reliability engineering
Journal
Volume
ISSN
Citations 
188
0951-8320
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
Kai Cheng13912.36
Zhenzhou Lu218233.11