Machine learning predicts fretting and fatigue key mechanical properties

MB Gorji, A de Pannemaecker, S Spevack - International Journal of …, 2022 - Elsevier
The present work uses machine learning to predict fretting crack lengths and corresponding
stress intensity factors (SIF) under partial slip conditions resulting in crack arrest. Plain …

Failure analysis of fretting fatigue initiation and growth on railway axle press-fits

G Gürer, CH Gür - Engineering Failure Analysis, 2018 - Elsevier
Fretting fatigue failure of press fitted railway axle-wheel assembly was presented. Size,
distribution and propagation profiles of the circumferential fretting cracks on the full-scale …

Fretting fatigue crack growth simulation based on a combined experimental and XFEM strategy

MC Baietto, E Pierres, A Gravouil, B Berthel… - International Journal of …, 2013 - Elsevier
A combined experimental and numerical study is presented in order to predict fretting crack
propagation. It rests on 2D and 3D fretting tests, with carefully controlled loading conditions …

Predicting fretting fatigue in engineering design

SL Sunde, F Berto, B Haugen - International Journal of Fatigue, 2018 - Elsevier
The progress in fretting fatigue understanding and predictability is reviewed, with
engineering applications in mind. While industrial assessments often relies on simple …

Numerical prediction of fretting fatigue crack growth in scaled railway axles considering fretting wear evolution

Y Dong, D Zeng, P Wu, L Lu, L Zou, T Xu - International Journal of Fatigue, 2024 - Elsevier
To predict the fretting fatigue crack growth (FFCG) life of railway axles, a series of interrupted
fatigue experiments were conducted on scaled railway axles. Subsequently, the evolutions …

Simple parameters to predict effect of surface damage on fretting fatigue

J Ding, D Houghton, EJ Williams, SB Leen - International Journal of Fatigue, 2011 - Elsevier
This paper presents two empirical parameters for the prediction of fretting. The first is a
simple parameter, Dfret1, which is shown to correlate test data against fretting fatigue life in …

Fretting fatigue investigation on Al 7075-T651 alloy: Experimental, analytical and numerical analysis

J Vázquez, A Carpinteri, L Bohórquez, S Vantadori - Tribology international, 2019 - Elsevier
In this work, a fretting fatigue experimental campaign on Al 7075-T651 alloy specimens is
simulated by using both analytical and numerical approaches. According to one of the …

Fretting contact of layered materials with vertical cracks near surfaces

Q Dong, Z Chen, K Zhou, D He - International Journal of Mechanical …, 2021 - Elsevier
A semi-analytical model is developed for the two-dimensional fretting contact of layered
materials with vertical cracks near surfaces to investigate the effects of layers and cracks on …

Influence of SiC particles orientation on fretting crack extension in an Al-SiC metal matrix composite

J Balmon, S Fouvry, P Villechaise, J Paturaud… - Engineering Fracture …, 2023 - Elsevier
The effect of SiC particle orientation regarding the fretting cracking process of an Al-SiC
metal matrix composite (MMC) is investigated. Focusing on the crack extension below a …

Nucleation and early crack path in fretting fatigue

C Navarro, J Vázquez, J Domínguez - International Journal of fatigue, 2017 - Elsevier
The initial crack path is analysed in a series of fretting fatigue tests with cylindrical contact. In
such tests, both specimens and pads are made of Al7075-T651 alloy and a non-proportional …