From data to insight, enhancing structural health monitoring using physics-informed machine learning and advanced data collection methods

• Published in: Engineering Research Express Vol. 5; no. 3; pp. 32003 - 32030
• Main Authors: Rizvi, Syed Haider M, Abbas, Muntazir
• Format: Journal Article
• Language: English
• Published: IOP Publishing 01.09.2023
• Subjects: damage inspection; deep learning; machine learning; non-destructive testing; physics-informed machine learning; structural health monitoring

Owing to recent advancements in sensor technology, data mining, Machine Learning (ML) and cloud computation, Structural Health Monitoring (SHM) based on a data-driven approach has gained more popularity and interest. The data-driven methodology has proved to be more efficient and robust compared wit...