HIERARCHICAL BAYESIAN ESTIMATION OF FIRE GROWTH RATE FOR VARIOUS BUILDING USAGES BASED ON THE FIRE INCIDENTS REPORT

In this study, distributions of fire growth rate for rooms of various usages, including those with scarce data availability, have been estimated by using the Hierarchical Bayesian Estimation. And what levels the fire growth rate of the Verification method for evacuation safety has been by comparing with the estimated distributions of fire growth rate.

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Publication Details

Journal
Journal of Environmental Engineering (Transactions of AIJ)
Published
2025-12-31
DOI
https://doi.org/10.3130/aije.91.1
Primary Topic
Education, Safety, and Science Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

HIERARCHICAL BAYESIAN ESTIMATION OF FIRE GROWTH RATE FOR VARIOUS BUILDING USAGES BASED ON THE FIRE INCIDENTS REPORT

Keisuke Himoto, Yoshikazu Deguchi
Journal of Environmental Engineering (Transactions of AIJ)
Education, Safety, and Science Studies
article

HIERARCHICAL BAYESIAN ESTIMATION OF FIRE GROWTH RATE FOR VARIOUS BUILDING USAGES BASED ON THE FIRE INCIDENTS REPORT

Keisuke Himoto, Yoshikazu Deguchi
article en

Abstract

In this study, distributions of fire growth rate for rooms of various usages, including those with scarce data availability, have been estimated by using the Hierarchical Bayesian Estimation. And what levels the fire growth rate of the Verification method for evacuation safety has been by comparing with the estimated distributions of fire growth rate.

Journal of Environmental Engineering (Transactions of AIJ)Vol. 91(839)
National Institute for Land and Infrastructure Management (JP)
Openalex Percentile: Top 25%
Education, Safety, and Science Studies
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