Investigations on the compressive behavior of 3D random fibrous materials at elevated temperatures
Sign Up to like & getrecommendations! Published in 2017 at "Ceramics International"
DOI: 10.1016/j.ceramint.2017.01.044
Abstract: Abstract By means of the experimental method, micromechanical model and Finite Element Method (FEM), this paper studied the compressive behaviors of the three-dimensional random fibrous (3D RF) material in the through-the-thickness (TTT) and in-plane (IP)… read more here.
Keywords: random fibrous; investigations compressive; model; fem model ... See more keywords
Deep Learning and Reduced Models for Fast Optimization in Electromagnetics
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Magnetics"
DOI: 10.1109/tmag.2019.2957197
Abstract: The computational cost of topology optimization based on the binary particle swarm optimization is greatly reduced by the use of deep neural networks (DNNs). A first convolutional neural network (CNN) is trained with data coming… read more here.
Keywords: optimization; reduced models; models fast; fem model ... See more keywords
Application of the finite element method in the milling process stability diagnosis
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Theoretical and Applied Mechanics"
DOI: 10.15632/jtam-pl/104589
Abstract: The article presents results both experimental and FEM model-based investigations on chatter phenomena, that occurs in end milling process. On the basis of chatter symptoms observed during machining, the mechanism of its occurrence was identified.… read more here.
Keywords: milling process; fem model; application finite; stability ... See more keywords
Substructuring of a Petrol Engine: Dynamic Characterization and Experimental Validation
Sign Up to like & getrecommendations! Published in 2019 at "Applied Sciences"
DOI: 10.3390/app9224969
Abstract: In this work, the vibration behavior of a 4-cylinder, 4-stroke, petrol engine was simulated by leveraging on the Finite Element Method (FEM). A reduced modelling strategy based on the component mode synthesis (CMS) was adopted… read more here.
Keywords: fem model; engine; validation; petrol engine ... See more keywords