Combustion machine learning: Principles, progress and prospects

M Ihme, WT Chung, AA Mishra - Progress in Energy and Combustion …, 2022 - Elsevier
Progress in combustion science and engineering has led to the generation of large amounts
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …

Progressive collapse of steel structures exposed to fire: A critical review

Y Cao, J Jiang, Y Lu, W Chen, J Ye - journal of constructional steel research, 2023 - Elsevier
A state-of-the-art review is presented on design and research related to progressive
collapse of steel structures under fire conditions. The influence of load ratios, strength of …

Real-time forecast of compartment fire and flashover based on deep learning

T Zhang, Z Wang, HY Wong, WC Tam, X Huang… - Fire Safety Journal, 2022 - Elsevier
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 …

Role modeling as a socialization mechanism in the transmission of career adaptability across generations

PRJM Garcia, SLD Restubog, AC Ocampo… - Journal of Vocational …, 2019 - Elsevier
Abstract Drawing from Career Construction Theory (Savickas, 2013) and Social Cognitive
Theory (Bandura, 1986), we examine role modeling as a socialization mechanism that …

Disproportionate collapse of steel-framed gravity buildings under travelling fires

J Jiang, Y Lu, X Dai, GQ Li, W Chen, J Ye - Engineering Structures, 2021 - Elsevier
Observations from realistic fires have revealed that a fire tends to “travel” across the floors
rather than burning simultaneously for the duration. However, the collapse mechanism and …

The Malveira fire test: Full-scale demonstration of fire modes in open-plan compartments

JP Hidalgo, T Goode, V Gupta, A Cowlard… - Fire Safety Journal, 2019 - Elsevier
This paper characterises the fire dynamics in the Large-Scale Demonstrator Malveira Fire
Test, a full-scale fire experiment carried out in an industrial building in Portugal. The …

Fire experiment inside a very large and open-plan compartment: x-ONE

E Rackauskaite, M Bonner, F Restuccia… - Fire Technology, 2021 - Springer
The traditional design fires commonly considered in structural fire engineering, like the
standard fire and Eurocode parametric fires, were developed several decades ago based on …

An extended travelling fire method framework for performance‐based structural design

X Dai, S Welch, O Vassart, K Cábová, L Jiang… - Fire and …, 2020 - Wiley Online Library
This paper presents the extended travelling fire method (ETFM) framework, which considers
both energy and mass conservation for the fire design of large compartments. To identify its …

[HTML][HTML] Experimental studies on mechanical properties of S700 MC steel at elevated temperatures

S Shakil, W Lu, J Puttonen - Fire Safety Journal, 2020 - Elsevier
At elevated temperatures, the mechanical properties of high strength steel (HSS) reported in
the literature have an observable scatter. They differ from design code values that are mainly …

Model characterisation of localised burning impact from localised fire tests to travelling fire scenarios

AA Khan, Z Nan, L Jiang, V Gupta, S Chen… - Journal of Building …, 2022 - Elsevier
Fire safety of modern buildings is crucial and the fire safety design of these buildings has
been a challenging task. Large open-plan compartments are commonly designed in modern …