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 …
Evaluating the fire risk associated with cladding panels: An overview of fire incidents, policies, and future perspective in fire standards
Multifunctional building façades have become an increasingly critical component in modern
buildings, especially after the tremendous scrutiny triggered by the utilization of combustible …
buildings, especially after the tremendous scrutiny triggered by the utilization of combustible …
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 …
Smart performance-based design for building fire safety: Prediction of smoke motion via AI
The performance-based design (PBD) has been widely adopted for building fire safety over
the last three decades, but it requires a laborious and costly process of design and approval …
the last three decades, but it requires a laborious and costly process of design and approval …
Real-time detection and forecast of flashovers by the visual room fire features using deep convolutional neural networks
Flashover occurs in building fires whereby all the combustible materials in an enclosure
begin to ignite rapidly. This detrimental phenomenon occurs because of the intense heat …
begin to ignite rapidly. This detrimental phenomenon occurs because of the intense heat …
An intelligent approach to assessing the effect of building occupancy on building cooling load prediction
Building cooling load prediction is one of the key factors in the success of energy-saving
measures. Many computational models available in the industry have been developed from …
measures. Many computational models available in the industry have been developed from …
Perspectives of using artificial intelligence in building fire safety
Over the past decade, big data and artificial intelligence (AI) enable new smart techniques in
the building and construction area. The applications of AI in fire detection, risk assessment …
the building and construction area. The applications of AI in fire detection, risk assessment …
Real-time monitoring and prediction method of commercial building fire temperature field based on distributed optical fiber sensor temperature measurement system
G Liu, H Meng, G Qu, L Wang, L Ren, H Lu - Journal of Building …, 2023 - Elsevier
In order to accomplish the task of real-time monitoring and prediction of fire temperature in
commercial buildings, this study proposes a sensor arrangement method based on sensor …
commercial buildings, this study proposes a sensor arrangement method based on sensor …