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Adaptive Bridge Condition Forecasting through a Cluster-Based Exploration
Publisher: American Society of Civil Engineers
Abstract: Transportation networks in the United States contain more than 615,000 bridges. Federal regulations require routine inspections of these infrastructure systems at least every 24 months. However, recent studies have ...
A Deep Learning Autoregressive Forecasting Model for Probabilistic Water Pipe Break Prediction
Publisher: American Society of Civil Engineers
Abstract: Accurately predicting the likelihood of water pipe breaks is pivotal for proactive maintenance, cost-effective emergency repairs, and mitigating service disruptions. However, crafting a dependable predictive model for water ...
Multilevel Monitoring System for Road Networks: Anomaly Detection at the Network and Road-Segment Levels
Publisher: American Society of Civil Engineers
Abstract: This study introduces a novel multilevel disruption detection method for road networks. The proposed monitoring and disruption detection method can detect disruptions at both the network and road-segment levels simultaneously. ...