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Real-Time Tunnel Construction Logistics: High-Precision UWB Tracking, Spatiotemporal Prediction, and Integrated Visualization Control

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Description

Intelligent Tunnel Construction Logistics—Made Visible, Predictive, and Safe. Tunnel construction for high-speed railways demands precise coordination in one of the most constrained and dynamic environments in civil engineering. Traditional transport management methods—often dependent on manual communication, fragmented information, and limited visibility—struggle to keep pace with the complexity of modern tunneling operations. This monograph presents a comprehensive solution that integrates real-time sensing, predictive analytics, and interactive visualization into a unified, intelligent management framework. At the core of the system is a high-precision UWB localization network that continuously tracks vehicles and personnel throughout the tunnel, providing the accurate situational awareness required for safe and efficient operations. Building on these data streams, a dual-channel spatiotemporal graph neural network forecasts short-term traffic flow and identifies potential conflicts before they arise, enabling proactive scheduling and reducing delays. A centralized visualization platform brings all information together—equipment conditions, movement intentions, environmental data, and safety warnings—into a clear, intuitive operational interface that supports both real-time decision-making and historical analysis. The system also incorporates quantitative safety assessment models based on relative distance, velocity, and acceleration, offering a standardized framework for evaluating collision risks. Two priority-based traffic coordination strategies, applicable to different construction stages, further enhance operational efficiency and reduce congestion in critical areas. Validated through real-world engineering projects, the proposed approach demonstrates high reliability, low communication latency, and robust performance under harsh tunnel conditions. This monograph provides not only technical principles and algorithmic foundations but also practical engineering insights for implementing intelligent, data-driven transport management in underground construction.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
25 November 2025
Listed Since
18 November 2025

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