Deep learning from three-dimensional Lithium-ion battery multiphysics model Part II: Convolutional neural network and long short-term memory integration

Deep learning from three-dimensional Lithium-ion battery multiphysics model Part II: Convolutional neural network and long short-term memory integration

Lithium-ion (Li-ion) batteries have emerged as a cornerstone of electric vehicles (EVs), enabling the road transportation towards net zero. The success of electric vehicles largely hinges on the battery performance and safety. It is challenging to test and predict battery performance and safety issu...

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Bibliographic Details
Main Authors: Yiheng Pang, Anqi Dong, Yun Wang, Zhiqiang Niu
Format: Article
Language:English
Published: Elsevier 2024-09-01
Series:Energy and AI
Subjects:
Li-ion batteries
CNN
LSTM
Integration
Performance
Hot spot
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546824000648

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http://www.sciencedirect.com/science/article/pii/S2666546824000648

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