Search Results for author: Changyan Hu

Found 2 papers, 0 papers with code

Generating Comprehensive Lithium Battery Charging Data with Generative AI

no code implementations11 Apr 2024 Lidang Jiang, Changyan Hu, Sibei Ji, Hang Zhao, Junxiong Chen, Ge He

Through preprocessing data into a quasi-video format, our study achieves an integrated synthesis of electrochemical data, including voltage, current, temperature, and charging capacity, which is then processed by the RCVAE model.

Flexible Parallel Neural Network Architecture Model for Early Prediction of Lithium Battery Life

no code implementations29 Jan 2024 Lidang Jiang, Zhuoxiang Li, Changyan Hu, Qingsong Huang, Ge He

The early prediction of battery life (EPBL) is vital for enhancing the efficiency and extending the lifespan of lithium batteries.

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