After detecting initial delamination damage in a hotspot region of a composite structure monitored through a data-driven approach, the user needs to decide if there is an imminent …
In this paper, a damage quantification strategy relying on post-processing of Lamb wave based damage localization results is presented. This method is able to predict the upcoming …
Deep learning has helped achieve breakthroughs in a variety of applications; however, the lack of data from faulty states hinders the development of effective and robust diagnostic …
C Zhang, X Liu, D Wei, L Bo - Composite Structures, 2025 - Elsevier
Localizing damage is a key aspect of monitoring composite laminate structural health. To address the problem of generating the damage index (DI) of composite laminates using …
S Cantero-Chinchilla… - … of the PHM …, 2018 - nottingham-repository.worktribe.com
Structural health monitoring based on ultrasonics typically involves complex data analysis. Ultrasound monitoring based on Lamb waves techniques are extensively used nowadays …
A Gonzalez-Jimenez, L Lomazzi… - Structural Health …, 2024 - journals.sagepub.com
Damage diagnosis of thin-walled structures has been successfully performed through methods based on tomography and machine learning-driven methods. According to …
This paper introduces a novel methodology for structural vibration analysis and vibration- based monitoring which utilises a special type of Principal Components Analysis (PCA) …
This paper introduces a novel methodology for structural vibration analysis and vibration- based monitoring which utilises a special type of Principal Components Analysis (PCA) …
Laminated composite structures suffer from delamination, the detachment of the layers due to the rupture of the fiber-matrix interface, as their principal mode of failure. In contrast to …