A review of machine learning for progressive damage modelling of fiber-reinforced composites

JYY Loh, KM Yeoh, K Raju, VNH Pham… - Applied Composite …, 2024 - Springer
The accurate prediction of failure of load-bearing fiber-reinforced structures remains a
challenge due to the complex interacting failure modes at multiple length scales. In recent …

Mesolevel modeling of failure in composite laminates: constitutive, kinematic and algorithmic aspects

FP Van der Meer - Archives of computational methods in engineering, 2012 - Springer
In this paper recent developments for mesolevel modeling of failure in composite laminates
are reviewed. The complexity of failure processes in composite laminates presses the need …

On cohesive element parameters and delamination modelling

X Lu, M Ridha, BY Chen, VBC Tan, TE Tay - Engineering Fracture …, 2019 - Elsevier
The cohesive element (CE) has been widely used to model delamination in laminated
composites. The penalty stiffness, interfacial strength and fracture toughness are three CE …

Modelling and simulation methodology for unidirectional composite laminates in a Virtual Test Lab framework

O Falcó, RL Ávila, B Tijs, CS Lopes - Composite Structures, 2018 - Elsevier
A reliable virtual testing framework for unidirectionally laminated composites is presented
that allows the prediction of failure loads and modes of general in-plane coupons with great …

[HTML][HTML] Numerical simulation of progressive damage and failure in composite laminates using XFEM/CZM coupled approach

R Higuchi, T Okabe, T Nagashima - Composites Part A: Applied Science …, 2017 - Elsevier
This study seeks to establish a high-fidelity mesoscale simulation methodology that can
predict the progressive damage and resultant failure of carbon fiber reinforced plastic …

Modelling distinct failure mechanisms in composite materials by a combined phase field method

P Zhang, Y Feng, TQ Bui, X Hu, W Yao - Composite Structures, 2020 - Elsevier
A numerical computational framework that combines a phase field model (PFM) and
cohesive element (CE) for modelling progressive failure in composite material is proposed …

Discontinuous Galerkin/extrinsic cohesive zone modeling: Implementation caveats and applications in computational fracture mechanics

VP Nguyen - Engineering fracture mechanics, 2014 - Elsevier
Implementation of the hybrid discontinuous Galerkin/cohesive zone model method, which is
a (volumetric) locking free single field yet highly scalable method for nonlinear fracture …

Computational modeling of complex failure mechanisms in laminates

FP Van der Meer, LJ Sluys, SR Hallett… - Journal of …, 2012 - journals.sagepub.com
A computational framework for the simulation of progressive failure in composite laminates
is presented. The phantom-node method (a variation to the XFEM) is used for a mesh …

3D micromechanical progressive failure simulation for fiber-reinforced composites

P Zhang, W Yao, X Hu, TQ Bui - Composite Structures, 2020 - Elsevier
In this paper, the recently developed two-dimensional (2D) phase field model is further
applied to study micromechanical progressive failure process in three-dimensional (3D) …

Simulation of the mechanical response of thin-ply composites: from computational micro-mechanics to structural analysis

A Arteiro, G Catalanotti, J Reinoso, P Linde… - … Methods in Engineering, 2019 - Springer
This paper provides an overview of the current approaches to predict damage and failure of
composite laminates at the micro-(constituent), meso-(ply), and macro-(structural) levels …