Transforming Simulated Data into Experimental Data Using Deep Learning for Vibration-Based Structural Health Monitoring

While machine learning (ML) has been quite successful in the field of structural health monitoring (SHM), its practical implementation has been limited. This is because ML model training requires data containing a variety of distinct instances of damage captured from a real structure and the experim...

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Bibliographic Details
Main Authors: Abhijeet Kumar, Anirban Guha, Sauvik Banerjee
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Machine Learning and Knowledge Extraction
Subjects:
Online Access:https://www.mdpi.com/2504-4990/6/1/2