Deep learning-based structural health monitoring through the infusion of optical photos and vibration data

• Published in: Advances in structural engineering Vol. 28; no. 3; pp. 532 - 552
• Main Authors: Al-Qudah, Saleh, Bai, Xin, Yang, Mijia, Gao, Zhili
• Format: Journal Article
• Language: English
• Published: London, England SAGE Publications 01.02.2025
• Subjects: structural health monitoring; deep-learning; vibration; damage identification; infusion of vibration data and optical photos

This paper reports an investigation of deep learning techniques in structural damage identification that can overcome the limitations of traditional visual inspection. First, a vibration-based deep learning model is established to locate the damage in a beam and a truss structure. Then an optical ph...