Intelligent Monitoring System Based on Spatio–Temporal Data for Underground Space Infrastructure

Machine learning Spatio–temporal data Underground space infrastructure 0211 other engineering and technologies 02 engineering and technology TA1-2040 Engineering (General). Civil engineering (General) Structure health monitoring
DOI: 10.1016/j.eng.2022.07.016 Publication Date: 2022-09-13T07:08:04Z
ABSTRACT
Intelligent sensing, mechanism understanding, and the deterioration forecasting based on spatio–temporal big data not only promote safety of infrastructure but also indicate basic theory key technology for construction to turn intelligentization. The advancement underground space utilization has led development three characteristics (deep, big, clustered) that help shape a tridimensional urban layout. However, compared buildings bridges overground, diseases degradation occur are more insidious difficult identify. Numerous challenges during service periods remain. To address this gap, paper summarizes existing methods evaluates their strong points weak real-world management. scientific issues, as well solutions, discussed in unified intelligent monitoring system.
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