[HTML][HTML] Early fire detection based on gas sensor arrays: Multivariate calibration and validation

A Solórzano, J Eichmann, L Fernández, B Ziems… - Sensors and Actuators B …, 2022 - Elsevier
Smoldering fires are characterized by the production of early gas emissions that can include
high levels of CO and Volatile Organic Compounds (VOCs) due to pyrolysis or thermal …

[HTML][HTML] Fire risk analysis of residential buildings based on scenario clusters and its application in fire risk management

J Xin, C Huang - Fire safety journal, 2013 - Elsevier
This article presents building fire risk analysis model based on scenario clusters and its
application in fire risk management of buildings. Building fire risk analysis is a process of …

IFC-centric performance-based evaluation of building evacuations using fire dynamics simulation and agent-based modeling

F Mirahadi, B McCabe, A Shahi - Automation in Construction, 2019 - Elsevier
Despite recent technological advancements in the architecture, engineering, and
construction (AEC) industries, the number of fire-caused fatalities in residential and …

Green retrofit of aged residential buildings in Hong Kong: A preliminary study

Y Tan, G Liu, Y Zhang, C Shuai, GQ Shen - Building and Environment, 2018 - Elsevier
Green retrofit of aged residential buildings offers an alternative solution to reduce global
energy consumption and greenhouse gas emissions. The promotion of green retrofit and the …

[HTML][HTML] Multi-sensor data fusion algorithm for indoor fire early warning based on BP neural network

L Wu, L Chen, X Hao - Information, 2021 - mdpi.com
Fire early warning is an important way to deal with the faster burning rate of modern home
fires and ensure the safety of the residents' lives and property. To improve real-time fire …

Research on multi-detector real-time fire alarm technology based on signal similarity

M Yu, H Yuan, K Li, J Wang - Fire safety journal, 2023 - Elsevier
Accurate and timely fire detection is the focus of fire prevention, fire control and fire safety.
However, fire detectors have a high false alarm rate in structures. To effectively realize real …

Optimisation of smoke extraction system in fire scenarios using CFD modelling

T Baalisampang, E Saliba, F Salehi, V Garaniya… - Process Safety and …, 2021 - Elsevier
Understanding the consequences of fuel release and fire accident is an important aspect of
the design and construction of buildings and infrastructures. Particularly, an increasing …

RSET/ASET, a flawed concept for fire safety assessment

V Babrauskas, JM Fleming, B Don Russell - Fire and Materials, 2010 - Wiley Online Library
For the evaluation of occupant safety in the case of building fires, the Required Safe Egress
Time/Available Safe Egress Time (RSET/ASET) concept has become widespread and is …

Recurrent trend predictive neural network for multi-sensor fire detection

M Nakip, C Güzelíş, O Yildiz - IEEE Access, 2021 - ieeexplore.ieee.org
We propose a Recurrent Trend Predictive Neural Network (rTPNN) for multi-sensor fire
detection based on the trend as well as level prediction and fusion of sensor readings. The …

Advances toward the next generation fire detection: Deep LSTM variational autoencoder for improved sensitivity and reliability

Z Xu, Y Guo, JH Saleh - IEEE Access, 2021 - ieeexplore.ieee.org
Fire detection is a critical component of a building safety monitoring system and remains an
important research area with weighty practical relevance. Significant advances have …