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Crack density estimation method for composite laminates based on discrete form stiffness degradation models.

Authors :
Ye, Jinrui
Yuan, Mingqing
Chen, Xin
Liu, Zhendong
Yang, Wei
Zhao, Haitao
Chen, Ji'an
Source :
Mechanics of Advanced Materials & Structures. 2024, Vol. 31 Issue 26, p7631-7644. 14p.
Publication Year :
2024

Abstract

Matrix cracking of composite laminates leads to stiffness degradation and dominates the medium leakage of liner-less composite vessels. A stiffness degradation model can be established through the machine learning method, which provides only discrete form equivalent moduli data without explicit analytical results. This paper further explored the use of the discrete form data set of stiffness degradation in the crack density estimation for composite laminates by using an iterative process. Furthermore, different mixed-mode fracture criteria were discussed. The results showed that Benzeggagh-Kenane (B-K) criterion and the power law criterion are more appropriate in mixed-mode crack density analyses. [ABSTRACT FROM AUTHOR]

Subjects

Subjects :
*MACHINE learning
*LEAKAGE
*DENSITY

Details

Language :
English
ISSN :
15376494
Volume :
31
Issue :
26
Database :
Academic Search Index
Journal :
Mechanics of Advanced Materials & Structures
Publication Type :
Academic Journal
Accession number :
180993222
Full Text :
https://doi.org/10.1080/15376494.2023.2248132