Predicting transient building fire based on external smoke images and deep learning
A real-time evaluation of fire severity inside a building could facilitate decision-making in
firefighting and rescue operations. This work explores the real-time prediction of transient …
firefighting and rescue operations. This work explores the real-time prediction of transient …
Predicting real-time deformation of structure in fire using machine learning with CFD and FEM
Real-time prediction of structural safety conditions is critical to firefighting teams during
building fire rescue operations. This paper presents a numerical data-based machine …
building fire rescue operations. This paper presents a numerical data-based machine …
A fast wavelength detection method based on OTDR and 1-DDCNN in series overlapping spectra
H Jiang, C Wang, Y Zhao, R Tang - Optical Fiber Technology, 2023 - Elsevier
To improve the rapidity and reliability of the subway tunnel fire monitoring system and
realize the monitoring of small fire sources, the method of regional subsection demodulation …
realize the monitoring of small fire sources, the method of regional subsection demodulation …
Identifying the location and size of an underground mine fire with simulated ventilation data and random forest model
Y Xue, D Bahrami, L Zhou - Mining, metallurgy & exploration, 2023 - Springer
Underground mine fires are a threat to the safety and health of mine workers. The timely
determination of the location and size of an underground fire is of great importance in …
determination of the location and size of an underground fire is of great importance in …
[PDF][PDF] Prediction Model for tunnel fire development and spread
The extreme temperature induced by fire and hot smoke in tunnels threaten the trapped
personnel and firefighters. To alleviate the potential casualties, fast while reasonable …
personnel and firefighters. To alleviate the potential casualties, fast while reasonable …
Smart tunnel fire forecast and safety management driven by artificial intelligence of things
X Zhang - 2024 - theses.lib.polyu.edu.hk
Tunnel fire is one of the most severe global fire hazards and causes a significant number of
economic losses and casualties every year. Over the last 50 years, numerous full-scale and …
economic losses and casualties every year. Over the last 50 years, numerous full-scale and …