Perspectives of using artificial intelligence in building fire safety

X Huang, X Wu, A Usmani - … of cognitive and autonomous systems for fire …, 2022 - Springer
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 …

Building artificial-intelligence digital fire (AID-Fire) system: a real-scale demonstration

T Zhang, Z Wang, Y Zeng, X Wu, X Huang… - Journal of Building …, 2022 - Elsevier
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 …

Introduction of artificial Intelligence

Y Wang, EY Fu, X Zhai, C Yang, F Pei - Intelligent Building Fire Safety and …, 2024 - Springer
Artificial intelligence (AI) is referred to as the intelligence developed by machines with
mathematical modeling. In particular, AI is manifested by machine's ability to effectively …

Smart building fire safety design driven by artificial intelligence

Y Zeng, X Huang - Interpretable Machine Learning for the Analysis Design …, 2024 - Elsevier
The recent rise of numerical fire modeling has revealed the performance of building fire
safety and code. However, high-fidelity fire simulation is costly and difficult to analyze. This …

[HTML][HTML] Special Issue on “Smart Systems in Fire Engineering”

MZ Naser, C Lautenberger, E Kuligowski - Fire Technology, 2021 - Springer
With the rise of transformative technologies: such as artificial intelligence (AI), Internet-of-
Things (IoT), robotics, sensors etc., the field of fire engineering and safety is embracing a …

A review of critical fire event library for buildings and safety framework for smart firefighting

AA Khan, MA Khan, K Leung, X Huang, M Luo… - International Journal of …, 2022 - Elsevier
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 …

A real-time forecast of tunnel fire based on numerical database and artificial intelligence

X Wu, X Zhang, X Huang, F Xiao, A Usmani - Building Simulation, 2022 - Springer
The extreme temperature induced by fire and hot toxic smokes in tunnels threaten the
trapped personnel and firefighters. To alleviate the potential casualties, fast while …

Mechanistically informed machine learning and artificial intelligence in fire engineering and sciences

MZ Naser - Fire Technology, 2021 - Springer
Fire is a chaotic and extreme phenomenon. While the past few years have witnessed the
success of integrating machine intelligence (MI) to tackle equally complex problems in …

SMARTFIRE: an intelligent CFD based fire model

J Ewer, ER Galea, MK Patel, S Taylor… - Journal of Fire …, 1999 - journals.sagepub.com
This paper describes a project aimed at making Computational Fluid Dynamics (CFD)-
based fire simulation accessible to members of the fire safety engineering community. Over …

Research roadmap for smart fire fighting

AP Hamins, NP Bryner, AW Jones, GH Koepke - 2015 - nist.gov
In 2013, fire departments in the United States responded to more than 480,000 structure
fires. These fires resulted in approximately 2850 civilian fatalities, 14,000 injuries, and …