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Keywords: structural damage detection
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Proceedings Papers

Vibration-Based Bridge Damage Detection Using Image-Based Pre-Trained Deep Learning Network

Xi Song, Joshua Dyogi, Chunhee Cho
Proc. ASME. SMASIS2022, ASME 2022 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, V001T05A001, September 12–14, 2022
Paper No: SMASIS2022-88421
DOI: https://doi.org/10.1115/SMASIS2022-88421
... structural damage detection through the application of post-processing algorithms. To accurately predict damages with ML, large amounts of structural response data are collected from a series of sensors attached to the structure. Therefore, the damage diagnosis requires high computational efforts. To address...
View Paper titled, Vibration-Based Bridge Damage Detection Using Image-Based Pre-Trained Deep Learning Network
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Topics: Bridges (Structures), Damage, Machine learning, Vibration, Wavelet transforms