Intelligent Fire Engineering Tool (IFETool) - Atrium   

Room/Space Geometry:

    Width (m) [30-90]   

    Height (m) [10-20]  

Fire Information:

    Fire Size (MW) [0.5-10]      

    Fire Location           

    Soot Yield (kg/kg) [0.043-0.130]  

Smoke Extraction System:

    Extraction Rate (m3/s) [0-40]

Acceptance Criteria:

    Time of Interest (s)       

    Smoke Clear Height (m)  

    Tenability Criteria     

   

   

   

Smoke profile

Time input (10s-1200s)

Visibility descending profile

Output Results:

    Available Safe Egress Time (s)    

    Meet the set criteria? (m)       

    Smoke height at end of simulation  

Open-access paper with instructions for use

Y. Zeng, X. Zhang, L Su, X. Wu, X Huang (2022) Artificial Intelligence Tool for Fire Safety Design (IFETool): Demonstration in Large Open Spaces, Case Studies in Thermal Engineering, 40, 102483. doi: 10.1016/j.csite.2022.102483 (Dimension: cubic atrium)

Following studies with upgraded AI models

Y. Zeng, Y. Li, P. Du, X. Huang (2023) Smart Fire Detection Analysis in Complex Building Floorplans Powered by GAN, Journal of Building Engineering. doi.org/10.1016/j.jobe.2023.107858 (Dimension: random floor plan)

Y. Zeng, Z. Zheng, T. Zhang, X. Huang, X. Lu (2024) AI-Powered Fire Engineering Design and Smoke Flow Analysis for Complex-shaped Buildings, Journal of Computational Design and Engineering, qwae053. doi: 10.1093/jcde/qwae053. (Dimension: random atrium shape)