The MLDAR Model: Machine Learning-Based Denoising of Structural Response Signals Generated by Ambient Vibration

The MLDAR Model: Machine Learning-Based Denoising of Structural Response Signals Generated by Ambient Vibration

Engineers have consistently prioritized the maintenance of structural serviceability and safety. Recent strides in design codes, computational tools, and Structural Health Monitoring (SHM) have sought to address these concerns. On the other hand, the burgeoning application of machine learning (ML) t...

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Bibliographic Details
Main Authors: Spyros Damikoukas, Nikos D. Lagaros
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Computation
Subjects:
ambient vibration
convolutional neural networks
denoising
machine learning
structural health monitoring
Online Access:https://www.mdpi.com/2079-3197/12/2/31

Internet

https://www.mdpi.com/2079-3197/12/2/31

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