A review of critical fire event library for buildings and safety framework for smart firefighting
While occupants are evacuating from the fire scene, firefighters are entering life-threatening
environments, exposed to hot and toxic fire smoke and risks of structural failures or …
environments, exposed to hot and toxic fire smoke and risks of structural failures or …
[HTML][HTML] Machine Learning to speed up Computational Fluid Dynamics engineering simulations for built environments: A review
Computational fluid dynamics (CFD) represents a valuable tool in the design process of built
environments, enhancing the comfort, health, energy efficiency, and safety of indoor and …
environments, enhancing the comfort, health, energy efficiency, and safety of indoor and …
Real-time forecast of compartment fire and flashover based on deep learning
Forecasting building fire development and critical fire events in real-time is of great
significance for firefighting and rescue operations. This work proposes an artificial …
significance for firefighting and rescue operations. This work proposes an artificial …
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 …
Building artificial-intelligence digital fire (AID-Fire) system: a real-scale demonstration
The identification of building fire evolution in real-time is of great significance for firefighting,
evacuation, and rescue. This work proposed a novel framework of Artificial-Intelligence …
evacuation, and rescue. This work proposed a novel framework of Artificial-Intelligence …
Predicting real-time fire heat release rate by flame images and deep learning
The heat release rate (HRR) is the most critical parameter in characterizing the fire behavior
and thermal effects of a burning item. However, traditional fire calorimetry methods are not …
and thermal effects of a burning item. However, traditional fire calorimetry methods are not …
Design a safe firefighting time (SFT) for major fire disaster emergency response
A major fire disaster is hazardous to both occupants trapped in the built environment and
firefighters during the firefighting operation. Though various construction codes …
firefighters during the firefighting operation. Though various construction codes …
Automatic real-time fire distance, size and power measurement driven by stereo camera and deep learning
Automatic real-time fire characterization is a crucial requirement of future smart firefighting.
This work proposes a novel computer vision method to automatically measure the fire heat …
This work proposes a novel computer vision method to automatically measure the fire heat …
Machine learning driven smart fire safety design of false ceiling and emergency response
In modern buildings, false ceilings are widely used for building services systems and
aesthetic purposes, but they also pose challenges in terms of fire safety. A fire accident …
aesthetic purposes, but they also pose challenges in terms of fire safety. A fire accident …
A combined real-time intelligent fire detection and forecasting approach through cameras based on computer vision method
P Huang, M Chen, K Chen, H Zhang, L Yu… - Process Safety and …, 2022 - Elsevier
Fire is one of the most common hazards in the process industry. Until today, most fire alarms
have had very limited functionality. Normally, only a simple alarm is triggered without any …
have had very limited functionality. Normally, only a simple alarm is triggered without any …