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AIoT-enabled digital twin system for smart tunnel fire safety management

High traffic flow in a confined tunnel makes fire safety a critical issue. This paper proposed a digital twin framework for tunnel fire safety management in real-time, driven by dynamic sensor data and AIoT technologies. A deep learning model trained by the Transformer network and simulation dataset...

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Principais autores: Xiaoning Zhang, Yishuo Jiang, Xiqiang Wu, Zhuojun Nan, Yaqiang Jiang, Jihao Shi, Yuxin Zhang, Xinyan Huang, George G.Q. Huang
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-04-01
Serier:Developments in the Built Environment
Fag:
Tunnel fires
Deep learning
AIoT
Digital twin
Fire safety management
Online adgang:http://www.sciencedirect.com/science/article/pii/S2666165924000620
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