Building Fire Location Predictions Based on FDS and Hybrid Modelling

With the goal of addressing the difficulty of rapidly identifying the source of fire in commercial buildings, this study builds a numerical fire model based on the fire dynamics simulator (FDS) and combines it with a hybrid model to predict the location of a fire source. Different scenarios were bui...

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Bibliographic Details

Published in:	Buildings
Main Authors:	Yanxi Cao, Hongyan Ma, Shun Wang, Yingda Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2025-06-01
Subjects:	support vector machine convolutional neural network crested porcupine optimizer fire dynamics simulator fire-source location estimation
Online Access:	https://www.mdpi.com/2075-5309/15/12/2001