Mining Domain Knowledge from Unstructured Multi-Modal Data for Smart Bridge Infrastructure Management

Tianshu Li
The management of the bridge system encloses a pipeline of condition data collection (i.e. inspections), condition assessment, and deterioration prediction. Visual inspections are performed periodically, submitting ratings of bridge conditions to the National Bridge Inventory (NBI) and the element-level rating data to support deterioration prediction. While the current experience-driven inspection and assessment have been practiced for decades, today’s bridge infrastructure system in the U.S. faces critical preservation challenges in its sheer volume of aging and...
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