Machine learning-based fatigue life prediction of metal materials: Perspectives of physics-informed and data-driven hybrid methods

H Wang, B Li, J Gong, FZ Xuan - Engineering Fracture Mechanics, 2023 - Elsevier
Fatigue life prediction is critical for ensuring the safe service and the structural integrity of
mechanical structures. Although data-driven approaches have been proven effective in …

[HTML][HTML] A review of non-destructive testing techniques for the in-situ investigation of fretting fatigue cracks

Y Kong, CJ Bennett, CJ Hyde - Materials & Design, 2020 - Elsevier
Fretting fatigue can significantly reduce the life of components, leading to unexpected in-
service failures. This phenomenon has been studied for over a century, with significant …

Vision‐based fatigue crack detection of steel structures using video feature tracking

X Kong, J Li - Computer‐Aided Civil and Infrastructure …, 2018 - Wiley Online Library
Fatigue cracks developed under repetitive loads are one of the major threats to structural
integrity of steel bridges. Human inspection is the most commonly applied approach for …

Identification of a crack propagation law by digital image correlation

F Mathieu, F Hild, S Roux - International Journal of Fatigue, 2012 - Elsevier
It is proposed to use digital image correlation (DIC) to identify parameters governing crack
propagation of commercially pure titanium. To achieve this goal, crack tip location, stress …

[PDF][PDF] 结构疲劳百年研究的回顾与展望

轩福贞, 朱明亮, 王国彪 - 机械工程学报, 2021 - researchgate.net
疲劳是机械结构最普遍的失效模式之一. 自1854 年第一次提出“Fatigue”(疲劳) 概念以来,
相关研究已有160 余年的历程, 逐步形成了以疲劳研究为基础的机械结构强度理论与技术 …

Crack length measurement using convolutional neural networks and image processing

Y Yuan, Z Ge, X Su, X Guo, T Suo, Y Liu, Q Yu - Sensors, 2021 - mdpi.com
Fatigue failure is a significant problem in the structural safety of engineering structures.
Human inspection is the most widely used approach for fatigue failure detection, which is …

An autonomous surface discontinuity detection and quantification method by digital image correlation and phase congruency

AF Cinar, SM Barhli, D Hollis, M Flansbjer… - Optics and Lasers in …, 2017 - Elsevier
Digital image correlation has been routinely used to measure full-field displacements in
many areas of solid mechanics, including fracture mechanics. Accurate segmentation of the …

Full‐field characterisation of crack tip deformation and fatigue crack growth using digital image correlation—a review

J Tong - Fatigue & Fracture of Engineering Materials & …, 2018 - Wiley Online Library
In recent years, digital image correlation has been widely used in the analysis of crack
problems. This review will examine digital image correlation, as a full‐field measurement …

Non-contact fatigue crack detection in civil infrastructure through image overlapping and crack breathing sensing

X Kong, J Li - Automation in construction, 2019 - Elsevier
Fatigue cracks are of critical structural safety concern in civil infrastructure. Many existing
fatigue crack sensing methods are contact-based, hence extensive human operation is …

Application of digital image correlation for anisotropic plastic deformation during tension testing

SH Tung, MH Shih, JC Kuo - Optics and Lasers in Engineering, 2010 - Elsevier
The application of digital image correlation (DIC) to analyze the heterogeneity deformation
of single crystal aluminum during a micro-tensile test was demonstrated. Before testing the …