Combining transfer learning and numerical modelling to deal with the lack of training data in data-based SHM

Author:

Battu Raja SekharORCID,Agathos KonstantinosORCID,Londoño Monsalve Juliàn MauricioORCID,Worden KeithORCID,Papatheou Evangelos

Funder

Engineering and Physical Sciences Research Council

University of Exeter

Publisher

Elsevier BV

Reference32 articles.

1. Damage Identification and Health Monitoring of Structural and Mechanical Systems from Changes in Their Vibration Characteristics: A Literature Review;Doebling,1996

2. A Review of Structural Health Monitoring Literature: 1996 – 2001;Sohn,2004

3. Structural Health Monitoring: A Machine Learning Perspective;Farrar,2012

4. The application of machine learning to structural health monitoring;Worden;Phil. Trans. R. Soc. A,2007

5. Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights;Malekloo;Struct. Health Monit.,2022

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