Development in metal multiaxial fatigue life prediction based on physics-informed neural network
The research on multiaxial fatigue life prediction of materials is one of the critical elements in ensuring the structural integrity of components. In recent years, machine learning, especially neural networks, has been widely applied in fatigue life ...
ZHANG Zhuanli, SUN Xingyue, CHEN Xu
doaj
The paper discusses some of the issues, the researchers interested in verifying various multiaxial fatigue limit estimation solutions are facing to. Even recently, newly proposed criteria have been or are tested on dozens of experimental inputs.
J. Papuga, S. Parma, M. Ruzicka
doaj
Multiaxial Fatigue Life Assessment of Large Welded Flange Shafts: A Continuum Damage Mechanics Approach. [PDF]
Xu Z +9 more
europepmc +1 more source
Multiaxial Fatigue Behavior of CFRP Thin-Walled Tubes: An Experimental Study with Analysis of the Acoustic Signals. [PDF]
Duda S +4 more
europepmc +1 more source
On the Failure of Crankshafts in Thermoelectric Power Plants: Multiaxial Fatigue Analysis and a Comparative Survey on Crack Growth Threshold ΔKth. [PDF]
Castro TL +3 more
europepmc +1 more source
A Multiaxial Fatigue Life Prediction Approach Accounting for Additional Strengthening Effect Based on Energy-Critical Plane Model. [PDF]
Wang B +5 more
europepmc +1 more source
Multiaxial Fatigue Damage Parameter and Life Prediction without Any Additional Material Constants. [PDF]
Yu ZY, Zhu SP, Liu Q, Liu Y.
europepmc +1 more source
A high-cycle multiaxial fatigue criterion, based on a combined critical point-critical plane approach, is used to estimate the multiaxial endurance limit in notched metal structural components.
CARPINTERI, Andrea +3 more
core
Multiaxial fatigue criteria for prestressed strengthening of steel connections
In this study, the high-cycle fatigue behavior of bridge connections subjected to distortion-induced loadings (generating multiaxial stresses) and strengthened with prestressed elements were experimentally investigated.
Heydarinouri, Hossein +3 more
core +1 more source
A Life Prediction Model Considering Material Ductility in Multiaxial Fatigue Damage Analysis. [PDF]
Liu X, Song X, Dong Y, Guo W.
europepmc +1 more source

