Advanced controls on energy reliability, flexibility, resilience, and occupant-centric control for smart and energy-efficient buildings—a state-of-the-art review
Advanced controls have attracted increasing interests due to the high requirement on smart
and energy-efficient (SEE) buildings and decarbonization in the building industry with …
and energy-efficient (SEE) buildings and decarbonization in the building industry with …
A review of tunnel fire evacuation strategies and state-of-the-art research in China
After over 30 years of fast economic development and massive construction of
infrastructures, China now owns the largest total length of tunnels in the world. However …
infrastructures, China now owns the largest total length of tunnels in the world. However …
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 …
Intelligent emergency digital twin system for monitoring building fire evacuation
The provision of real-time and detailed evacuation information feedback is vitally significant
for the formulation and adaptation of the onsite evacuation strategy. The conventional …
for the formulation and adaptation of the onsite evacuation strategy. The conventional …
An intelligent tunnel firefighting system and small-scale demonstration
Disastrous fire event in the confined tunnel is a fatal hazard, threatening the lives of trapped
people and firefighters. Considering the rapid development of fire and the complex …
people and firefighters. Considering the rapid development of fire and the complex …
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 …
StructuresNet and FireNet: Benchmarking databases and machine learning algorithms in structural and fire engineering domains
Abstract Machine learning (ML) continues to rise as an effective and affordable method of
tackling engineering problems. Unlike other disciplines, the integration of ML into structural …
tackling engineering problems. Unlike other disciplines, the integration of ML into structural …
A real-time forecast of tunnel fire based on numerical database and artificial intelligence
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 …
trapped personnel and firefighters. To alleviate the potential casualties, fast while …