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Crack density estimation method for composite laminates based on discrete form stiffness degradation models.
- 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 :
- *MACHINE learning
*LEAKAGE
*DENSITY
Subjects
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