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 …
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 …
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
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 …
integrity of steel bridges. Human inspection is the most commonly applied approach for …
Identification of a crack propagation law by digital image correlation
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 …
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 …
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 …
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 …
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 …
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
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 …
fatigue crack sensing methods are contact-based, hence extensive human operation is …
Application of digital image correlation for anisotropic plastic deformation during tension testing
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 …
of single crystal aluminum during a micro-tensile test was demonstrated. Before testing the …