Reliability meets big data: opportunities and challenges

WQ Meeker, Y Hong - Quality engineering, 2014 - Taylor & Francis
Reliability field data such as that obtained from warranty claims and maintenance records
have been used traditionally for such purposes as generating predictions for warranty costs …

Practical application of the stochastic finite element method

JD Arregui-Mena, L Margetts, PM Mummery - Archives of computational …, 2016 - Springer
The stochastic finite element method is an extension of the FEM that considers the
uncertainty of a system that arises through variations in initial conditions, materials or …

[PDF][PDF] 机械可靠性设计的内涵与递进

张义民 - 机械工程学报, 2010 - qikan.cmes.org
, 要机械可靠性设计的基本任务是在故障物Ú 学研究的基础上结合可靠性试验以及故障数据的
统计分析提o 实际计算的数学力学õ 型和万法及实践这样就可以在机械产品的研制阶段计或预测 …

Transfer learning based multi-fidelity physics informed deep neural network

S Chakraborty - Journal of Computational Physics, 2021 - Elsevier
For many systems in science and engineering, the governing differential equation is either
not known or known in an approximate sense. Analyses and design of such systems are …

[图书][B] Reliability and statistics in geotechnical engineering

GB Baecher, JT Christian - 2005 - books.google.com
Risk and reliability analysis is an area of growing importance in geotechnical engineering,
where many variables have to be considered. Statistics, reliability modeling and engineering …

[图书][B] Design and modeling for computer experiments

KT Fang, R Li, A Sudjianto - 2005 - taylorfrancis.com
Computer simulations based on mathematical models have become ubiquitous across the
engineering disciplines and throughout the physical sciences. Successful use of a …

Influence of spatial variability on slope reliability using 2-D random fields

DV Griffiths, J Huang, GA Fenton - Journal of geotechnical and …, 2009 - ascelibrary.org
The paper investigates the probability of failure of slopes using both traditional and more
advanced probabilistic analysis tools. The advanced method, called the random finite …

[图书][B] Reliability-based structural optimization

SK Choi, RA Canfield, RV Grandhi - 2007 - Springer
This chapter discusses the importance of multidisciplinary optimization and of including
reliability-based constraints in design. Before addressing reliability issues, we first present a …

[图书][B] Stochastic finite element methods and reliability: a state-of-the-art report

B Sudret, A Der Kiureghian - 2000 - researchgate.net
Modeling a mechanical system can be defined as the mathematical idealization of the
physical processes governing its evolution. This requires the definitions of basic variables …

Galerkin methods for linear and nonlinear elliptic stochastic partial differential equations

HG Matthies, A Keese - Computer methods in applied mechanics and …, 2005 - Elsevier
Stationary systems modelled by elliptic partial differential equations—linear as well as
nonlinear—with stochastic coefficients (random fields) are considered. The mathematical …