Structural-fire responses forecasting via modular AI

Z Nan, MA Orabi, X Huang, Y Jiang, A Usmani - Fire Safety Journal, 2023 - Elsevier
… in the computational resources available, which obstruct their ability to be applied for real-time
monitoring of structural fires. … In this paper, modular AI approach is proposed of real-time

Realistic Fire Resistance Evaluation in the Context of Autonomous Infrastructure

L Jiang, X Wu, Y Jiang - … of Cognitive and Autonomous Systems for Fire …, 2022 - Springer
… –structure interaction analyses, which is followed by a … Thus, by monitoring the column
deformation in real time, it is … the fire behaviour in modern buildings, the high computational cost …

The Impact of Various Heating Rates on Real-Time Degree of Hybrid Fire Simulation

F Faghihi, M Knobloch - Fire Technology, 2024 - Springer
… real fire incidents and usual fire tests which are monitored … A computational framework for
thermal coupling in hybrid fire … conference on computational methods for coupled problems …

Machine learning-driven real-time identification of large-space building fires and forecast of temperature development

W Ji, GQ Li, S Zhu, J Li, H Qi, Y Wang - Expert Systems with Applications, 2024 - Elsevier
… , or smoke detection. This allows firefighters to gauge the fire situation in real time, aiding …
, such as the fire dynamics simulator (FDS), can accurately compute the gas temperature field …

The Role of Artificial Intelligence in Firefighting

JL Hodges, BY Lattimer, VL Champlin - … and Autonomous Systems for Fire …, 2022 - Springer
… if super-real-time forecasting of a fire scenario was possible … The key limitation to this
approach is the computational … with detailed modeling of fire-structure interactions. This analysis …

A two-scale method to include essential screw connection behaviour in two-way coupled fire-structure simulations

Q Xu, H Hofmeyer, J Maljaars - Journal of Structural Fire Engineering, 2024 - emerald.com
… structural systems under fire, including two-way coupled fire-structure interaction. However,
monitored explicitly), and it is computationally efficient as it allows for distributed computing. …

A safety assessment methodology for thermo-mechanical response of offshore jacket platform under fire

H Lin, H Luan, L Yang, C Han, H Karampour… - … Environmental Protection, 2022 - Elsevier
… Therefore, from all the simulation results of the verification, it could be concluded that the
verification shows the correctness of our proposed computational methods in simulating the …

[PDF][PDF] The Use of Building Information Modelling in Fire Safety Engineering

NK Ghalenoei, E Saghatforoush… - The First International …, 2020 - researchgate.net
… building elements to support real-time information inquiries or … can be evaluated by
computations or simulations based on … challenge for fire safety engineers in the fire protection

Framework for spatial incident-level wildfire risk modelling to residential structures at the wildland urban interface

AA El Ezz, J Boucher, A Cotton-Gagnon, A Godbout - Fire safety journal, 2022 - Elsevier
… wildland fire management agencies in wildfire protection … with fire growth simulator outputs;
and (2) post-fire structure loss … output parameters in near real-time application is typically …

Fire hazard in transportation infrastructure: Review, assessment, and mitigation strategies

V Kodur, MZ Naser - Frontiers of Structural and Civil Engineering, 2021 - Springer
… and commuter behaviors in real time. This cognitive … 30-mm thick fire protection increased
the fire resistance of the … firestructure interactions at the “member” level as well as firestructure