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Yanfeng Xie

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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61

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Application of Double-End Rate Data-Driven CAE-TCN Model in Battery Capacity Prediction

Number of pages: 40 Posted: 01 Dec 2025
Sicheng Li, Yanfeng Xie, Songtong Zhang, Xiayu Zhu, Wenjie Meng, Jingyi Qiu, Hai Ming and Liye Zhao
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Ocean University - State Key Laboratory of NBC Protection for Civilian, Shanghai Ocean University - State Key Laboratory of NBC Protection for Civilian and Southeast University
Downloads 38 (1,222,651)

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CAE-TCN, Capacity Prediction, Automatic Feature Extraction, Cross-C-rate Generalization

2.

A Data-Driven Battery Capacity Prediction Method with Cross-Rate Generalization Based on Convolutional Autoencoder and Temporal Convolutional Network

Number of pages: 41 Posted: 11 Feb 2026
Sicheng Li, Yanfeng Xie, Songtong Zhang, Xiayu Zhu, Wenjie Meng, Jingyi Qiu, Hai Ming and Liye Zhao
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Ocean University - State Key Laboratory of NBC Protection for Civilian, Shanghai Ocean University - State Key Laboratory of NBC Protection for Civilian and Southeast University
Downloads 15 (1,509,872)

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Convolutional Autoencoder, Temporal Convolutional Network, Battery Capacity Prediction, Automatic Feature Extraction, Cross-Rate Generalization.

3.

Multi-pulse discharge scheduling mitigates thermo-mechanical loading and improves energy utilization in a 20-Ah LiFePO4 pouch cell under 60C operation

Number of pages: 39 Posted: 26 May 2026
Yikai Hu, Yifan Hao, Yanfeng Xie, Xiayu Zhu, Wenjie Meng, Jingyi Qiu, Hai Ming and Liye Zhao
affiliation not provided to SSRN, Hunan University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Ocean University - State Key Laboratory of NBC Protection for Civilian, Shanghai Ocean University - State Key Laboratory of NBC Protection for Civilian and Southeast University
Downloads 8 (1,571,455)

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LiFePO4 pouch cell, Multi-pulse discharge, Thermal mitigation, Mechanical-load response, Energy utilization