Data-driven algorithm for real-time fatigue life prediction of structures with stochastic parameters

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2020.113373 ◽

2020 ◽

Vol 372 ◽

pp. 113373

Author(s):

S.Z. Feng ◽

X. Han ◽

Z.J. Ma ◽

Grzegorz Królczyk ◽

Z.X. Li

Keyword(s):

Fatigue Life ◽

Real Time ◽

Life Prediction ◽

Fatigue Life Prediction ◽

Data Driven ◽

Stochastic Parameters

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Ensemble learning for remaining fatigue life prediction of structures with stochastic parameters: A data-driven approach

Applied Mathematical Modelling ◽

10.1016/j.apm.2021.08.033 ◽

2022 ◽

Vol 101 ◽

pp. 420-431

Author(s):

S.Z. Feng ◽

X. Han ◽

Zhixiong Li ◽

Atilla Incecik

Keyword(s):

Fatigue Life ◽

Ensemble Learning ◽

Life Prediction ◽

Fatigue Life Prediction ◽

Data Driven ◽

Stochastic Parameters ◽

Data Driven Approach ◽

Remaining Fatigue Life

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Data-driven fatigue life prediction in additive manufactured titanium alloy: A damage mechanics based machine learning framework

Engineering Fracture Mechanics ◽

10.1016/j.engfracmech.2021.107850 ◽

2021 ◽

pp. 107850

Author(s):

Zhixin Zhan ◽

Weiping Hu ◽

Qingchun Meng

Keyword(s):

Machine Learning ◽

Titanium Alloy ◽

Fatigue Life ◽

Life Prediction ◽

Damage Mechanics ◽

Fatigue Life Prediction ◽

Data Driven ◽

Learning Framework

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An order statistics treatment of acoustic emission signals for fatigue life prediction in real time

Advanced Materials '93 ◽

10.1016/b978-0-444-81993-2.50171-2 ◽

1994 ◽

pp. 733-736

Author(s):

J. Baram

Keyword(s):

Acoustic Emission ◽

Fatigue Life ◽

Order Statistics ◽

Real Time ◽

Life Prediction ◽

Fatigue Life Prediction

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Fatigue life prediction of composites and composite structures

10.1533/9781845699796 ◽

2010 ◽

Author(s):

Anastasios P. Vassilopoulos

Keyword(s):

Fatigue Life ◽

Composite Structures ◽

Life Prediction ◽

Fatigue Life Prediction

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Fatigue Life Prediction of Doubler Plate Weld Joint Using Virtual Strain Gauge, Validation through Experiments and Its Application

International Review of Mechanical Engineering (IREME) ◽

10.15866/ireme.v12i2.14625 ◽

2018 ◽

Vol 12 (2) ◽

pp. 196

Author(s):

Atul Rajabhau Deshmukh ◽

G. Venkatachalam ◽

M. R. Saraf

Keyword(s):

Fatigue Life ◽

Strain Gauge ◽

Life Prediction ◽

Fatigue Life Prediction

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A Multiscale Design System for Fatigue Life Prediction

International Journal for Multiscale Computational Engineering ◽

10.1615/intjmultcompeng.v5.i6.10 ◽

2007 ◽

Vol 5 (6) ◽

pp. 435-446 ◽

Author(s):

E. Gal ◽

Z. Yuan ◽

W. Wu ◽

Jacob Fish

Keyword(s):

Fatigue Life ◽

Life Prediction ◽

Fatigue Life Prediction ◽

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Stall flutter and probabilistic fatigue life prediction for cascaded airfoils

10.2514/6.1998-1853 ◽

1998 ◽

Author(s):

Xiaoguang Li ◽

Sanford Fleeter

Keyword(s):

Fatigue Life ◽

Life Prediction ◽

Fatigue Life Prediction ◽

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Fatigue life prediction under random loading using distributional stress-life relationship

10.2514/6.1999-1600 ◽

1999 ◽

Author(s):

Jiliang Zhang ◽

Dimitri Kececioglu

Keyword(s):

Fatigue Life ◽

Life Prediction ◽

Fatigue Life Prediction ◽

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Withdrawal: A study on thermo mechanical fatigue life prediction of Ni-base superalloy GH4169

AIAA Scitech 2019 Forum ◽

10.2514/6.2019-0415.c1 ◽

2019 ◽

Author(s):

Chunhua Qian

Keyword(s):

Fatigue Life ◽

Life Prediction ◽

Fatigue Life Prediction ◽

Mechanical Fatigue ◽

Base Superalloy

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Fatigue life prediction analysis of high-intensity marine diesel engine cylinder head based on fast thermal fluid solid coupling method

Journal of the Brazilian Society of Mechanical Sciences and Engineering ◽

10.1007/s40430-021-03049-7 ◽

2021 ◽

Vol 43 (6) ◽

Author(s):

Huabing Zhang ◽

Yi Cui ◽

Gang Liang ◽

Liting Li ◽

Guoyong Zhang ◽

...

Keyword(s):

Fatigue Life ◽

Diesel Engine ◽

High Intensity ◽

Cylinder Head ◽

Life Prediction ◽

Fatigue Life Prediction ◽

Coupling Method ◽

Marine Diesel Engine ◽

Engine Cylinder ◽

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