Intelligent structural health monitoring of composite structures using machine learning, deep learning, and transfer learning: a review
Structural health monitoring (SHM) methods are essential to guarantee the safety and
integrity of composite structures, which are extensively utilized in aerospace, automobile …
integrity of composite structures, which are extensively utilized in aerospace, automobile …
Advances in Prognostics and Health Management for Aircraft Landing Gear—Progress, Challenges, and Future Possibilities
Prognostics and health management (PHM) has developed into a crucial discipline because
of its never-ending pursuit of safety, effectiveness, and dependability. The aircraft Landing …
of its never-ending pursuit of safety, effectiveness, and dependability. The aircraft Landing …
Hybrid deep convolutional networks for the autonomous damage diagnosis of laminated composite structures
This article presents a robust autonomous damage diagnosis method using hybrid deep
convolutional networks for the damage diagnosis of laminated composite structures …
convolutional networks for the damage diagnosis of laminated composite structures …
Intelligent computational methods for damage detection of laminated composite structures for mobility applications: a comprehensive review
The mobility applications of laminated composites are constantly expanding due to their
improved mechanical properties and superior strength-to-weight ratio. Such advancements …
improved mechanical properties and superior strength-to-weight ratio. Such advancements …
Data-driven prognosis of multiscale and multiphysics complex system anomalies: its application to lithium-ion batteries failure detection
L Liu - Journal of The Electrochemical Society, 2023 - iopscience.iop.org
Advancements in experimental and modeling techniques allow for in-depth analysis of
multiphysics phenomena in complex systems with unprecedented sophistication and details …
multiphysics phenomena in complex systems with unprecedented sophistication and details …
Delamination detection framework for the imbalanced dataset in laminated composite using wasserstein generative adversarial network-based data augmentation
As laminated composites are applied more commonly, Prognostics and Health Management
(PHM) techniques for the maintenance of composite systems are also attracting attention …
(PHM) techniques for the maintenance of composite systems are also attracting attention …
[HTML][HTML] Fatigue and residual strain monitoring for thermoplastic composite using embedded FBG inscribed in highly‑birefringent side-hole elliptical core optical fiber
K Wachtarczyk, N Yadav, A Błachut, P Gąsior… - Measurement, 2024 - Elsevier
Monitoring of thermoplastic carbon reinforced composites is critical for the safe operation
and optimization of composite structures. Strain measurement during their manufacturing …
and optimization of composite structures. Strain measurement during their manufacturing …
A Review of Hydraulic Cylinder Faults, Diagnostics, and Prognostics
Hydraulic cylinders are typical actuators that are used in many industries, including
manufacturing and construction machinery. Due to the wide application of cylinders, cylinder …
manufacturing and construction machinery. Due to the wide application of cylinders, cylinder …
Deep Learning-Based Fracture Mode Determination in Composite Laminates
This study focuses on the determination of the fracture mode in composite laminates using
deep learning. With the increase in the use of laminated composites in numerous …
deep learning. With the increase in the use of laminated composites in numerous …
[HTML][HTML] Structural design parameters of laminated composites for marine applications: Milestone study and extended review on current technology and engineering
DP Islami, AF Muzaqih, R Adiputra, AR Prabowo… - Results in …, 2024 - Elsevier
The demand for the application of laminated composite materials is getting significant in the
marine industry due to the advantages of use and life, maintenance, and efficiency of …
marine industry due to the advantages of use and life, maintenance, and efficiency of …