Chunxu Hou

Beijing Jiaotong University

No.3 of Shangyuan Residence Haidian District

Beijing, 100089

China

  • Beijing Jiaotong University

SCHOLARLY PAPERS

2

DOWNLOADS

51

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Early Life Prediction of Lithium-Ion Batteries Based on the Fusion of Comprehensive Feature Information and Deep Learning

Number of pages: 40 Posted: 23 Jan 2025
Linjing Zhang, Zhexin Zhang, Chunxu Hou, Dinghong Chen, Caiping Zhang, Tao Zhu and Weige Zhang
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Imperial College London and Beijing Jiaotong University
Downloads 37 (961,800)

Abstract:

Loading...

Lithium-ion battery, Feature extraction, Feature dimensionality reduction, Deep Variational Autoencoder, Early life prediction

2.

Lossless Information-Based Dimensionality Reduction of Comprehensive Features with a Deep Variational Autoencoder Enables Early-Life Prediction of Lithium-Ion Batteries

Number of pages: 40 Posted: 11 Apr 2025
Linjing Zhang, Zhexin Zhang, Chunxu Hou, Dinghong Chen, Caiping Zhang, Tao Zhu and Weige Zhang
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Imperial College London and Beijing Jiaotong University
Downloads 14 (1,228,713)

Abstract:

Loading...

Lithium-ion Battery, Feature extraction, Feature dimensionality reduction, Deep Variational Autoencoder, Early life prediction