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 …

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 …

Reducing the occurrence of structural fires is the common goal of all countries. However, the
development level of different countries determines the degree of perfection of local fire …

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 …

In firefighting, real-time knowledge of fire dynamics is crucial yet often unavailable. The
building geometry and measured gas temperatures are integrated to ascertain fire states …

Real-time prediction of flashover in a compartment fire is of great significance for rescue.
This paper investigated a CNN-LSTM neural network to predict the flashover based on the …

Ceiling-mounted fire service systems are the most widely used provisions to ensure building
fire safety. Current design distribution of fire detectors is based on semi-empirical …

This paper aims to automatize the performance-based design of fire engineering and the fire
risk assessment of buildings with large open spaces and complex shapes. We first establish …

This paper discusses the problems and challenges of artificial intelligence (AI)
implementation at the modern computer science and information technology development …

Spatio-temporal (ST) prediction plays a pivotal role in earth sciences, such as
meteorological prediction, urban computing. Adequate high-quality data, coupled with deep …