Free vibration optimization of 2D tri-axial braided composite fan blade with ANN-Anal-FEM-GA integrated model

Free vibration optimization of 2D tri-axial braided composite fan blade with ANN-Anal-FEM-GA integrated model

Abstract This research aimed to increase the natural frequencies of a non-rotating 2D tri-axial braided composite (2DTBC) fan blade. The investigation utilized a multidisciplinary approach, integrating Artificial Neural Network (ANN) modeling, analytical method, Finite Element (FE) analysis, optimiz...

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Bibliographic Details
Main Authors: Mortaza Salehian, Hamid Reza Ovesy, Hadi Dabiryan
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Tri-axial braided composite
Braiding
Genetic algorithm
Natural frequency
Artificial neural network
Online Access:https://doi.org/10.1038/s41598-024-80198-4
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https://doi.org/10.1038/s41598-024-80198-4

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