Vibration Suppression of Graphene Reinforced Laminates Using Shunted Piezoelectric Systems and Machine Learning

Vibration Suppression of Graphene Reinforced Laminates Using Shunted Piezoelectric Systems and Machine Learning

The implementation of a machine learning approach to predict vibration suppression, as derived from nanocomposite laminates with piezoelectric shunted systems, is studied in this article. Datasets providing the vibration response and vibration attenuation are developed using parametric finite elemen...

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Bibliographic Details
Main Authors: Georgios Drosopoulos, Georgia Foutsitzi, Maria-Styliani Daraki, Georgios E. Stavroulakis
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Signals
Subjects:
artificial neural network
graphene nanoplatelets (GPLs)
laminated nanocomposites
piezoelectric shunt circuit
single-mode damping
free vibration
Online Access:https://www.mdpi.com/2624-6120/5/2/17

Internet

https://www.mdpi.com/2624-6120/5/2/17

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