Generating Comprehensive Lithium Battery Charging Data with Generative AI

This study introduces the End of Life (EOL) and Equivalent Cycle Life (ECL) as conditions for generative AI models. The authors developed the Refined Conditional Variational Autoencoder (RCVAE) to generate comprehensive electrochemical data.

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Lidang Jianga, Changyan Hua, Sibei Jia, Hang Zhao, Junxiong Chen, Ge He (2024). Dataset: Generating Comprehensive Lithium Battery Charging Data with Generative AI. https://doi.org/10.57702/byys4u6o

DOI retrieved: December 2, 2024

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Created December 2, 2024
Last update December 2, 2024
Defined In https://doi.org/10.1016/j.apenergy.2024.124604
Author Lidang Jianga
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Changyan Hua
Sibei Jia
Hang Zhao
Junxiong Chen
Ge He