Development of compact mechanism for lithium-ion battery venting gas fires using Cantera ordinary differential equation neural network algorithm

Lithium-ion battery fires pose significant challenges to the development of electric vehicles and energy storage systems due to their potential hazards and complex combustion behavior. To address these issues, this work develops the Cantera Ordinary Differential Equation Neural Network (CODENN) algo...

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Bibliographic Details
Main Authors: Mengjie Li, Hao Hu, Li Lu, Huangwei Zhang
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Applications in Energy and Combustion Science
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666352X25000081
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