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Fan Chen

Chongqing University of Posts and Telecommunications

Nan’an District

Chongqing, 400065

China

  • Chongqing University of Posts and Telecommunications

SCHOLARLY PAPERS

2

DOWNLOADS

40

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Resnet-Mfii-Pn for Imbalanced Small-Sample Lithium-Ion Battery Fault Diagnosis with a Physics-Based Model Generative Real-Word Dataset

Number of pages: 31 Posted: 03 Jun 2025
Tian-E Fan, Fan Chen, Kang Chen and Fei Feng
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 29 (1,372,601)

Abstract:

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Lithium battery fault diagnosis, Small-sample learning, Multi-Factor Imbalance Index (MFII), Residual Neural Network (ResNet), Prototype Network (PN) Anomaly Detector

2.

Resnet-Mfii-Pn for Imbalanced Small-Sample Lithium-Ion Battery Fault Diagnosis with a Physics-Based Model Generative Real-Word Dataset

Number of pages: 31 Posted: 22 May 2025
Tian-E Fan, Fan Chen, Kang Chen and Fei Feng
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 11 (1,541,665)

Abstract:

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Lithium battery fault diagnosis, Small-sample learning, Multi-Factor Imbalance Index (MFII), Residual Neural Network (ResNet), Prototype Network (PN) Anomaly Detector