Trident: A Deep Learning Framework for High-Resolution Bridge Vibration Monitoring

• Published in: Applied sciences Vol. 12; no. 21; p. 10999
• Main Authors: Sajedi, Seyedomid, Liang, Xiao
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.11.2022
• Subjects: Artificial intelligence; Automation; Bridges; Datasets; Deep learning; Infrastructure; Machine learning; Natural language processing; Neural networks; Seismic engineering; Semantics; Sensors; signal processing; Strain gauges; structural health monitoring; Time series; traffic simulations; Vibration

Bridges are the essential components in lifeline transportation systems, and their safe operation is of great importance. Information on structural damage could assist in timely repairs and reduce downtime. With the latest advancements in sensing technology, collecting vibration data from bridges ha...