Regression Analysis of Heat Release Rate for Box-Type Power Bank Based on Experimental and Machine Learning Methods

Regression Analysis of Heat Release Rate for Box-Type Power Bank Based on Experimental and Machine Learning Methods

In recent years, new fire loads dominated by power banks have caused multiple fire incidents in transportation hubs, posing severe challenges to fire safety. This study uses experimental testing and machine learning regression analysis to explore the heat release rate (HRR) characteristics and influ...

Full description

Saved in:
Bibliographic Details
Main Authors: Shihan Luo, Hua Chen, Xiaobing Mao, Wenbing Zhu, Yuanyi Xie, Wenbin Wei, Mengmeng Jiang, Chenyang Zhang, Chaozhe Jiang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Fire
Subjects:
transportation safety
heat release rate
box-type power bank
regression analysis
correlation analysis
Online Access:https://www.mdpi.com/2571-6255/8/6/209
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items