Thermal runaway and flame propagation in battery packs: numerical simulation and deep learning prediction

The widespread application of lithium-ion battery technology faces a significant challenge from the inherent risk of thermal runaway and consequent fire spread. This paper proposes an intelligent framework for predicting the temperature distribution and thermal runaway propagation in a battery pack...

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Bibliographic Details
Main Authors: Zilong Wang, Hosein Sadeghi, Xinyan Huang, Francesco Restuccia
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Engineering Applications of Computational Fluid Mechanics
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/19942060.2024.2445160
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