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Hongqian Zhao

affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

231

TOTAL CITATIONS

0

Scholarly Papers (4)

A Multi-Fault Early Warning Method for Lithium-Ion Batteries Based on Incrementally Trained Informer Network

Number of pages: 26 Posted: 05 Jan 2026
Hongqian Zhao, Weichao Zhang, Xing Shu, Renhua Feng and Bo Hu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,119,531)

Abstract:

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Fault early warning, Informer network, multi-step ahead voltage prediction, incremental training

A Multi-Fault Early Warning Method for Lithium-Ion Batteries Based on Incrementally Trained Informer Network

Number of pages: 26 Posted: 05 Jan 2026
Hongqian Zhao, Weichao Zhang, Xing Shu, Renhua Feng and Bo Hu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 45 (1,157,169)

Abstract:

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Fault early warning, Informer network, multi-step ahead voltage prediction, incremental training

Cell-to-Pack Transfer Learning for Battery Health Estimation Using Domain-Adversarial Parallel Networks

Number of pages: 20 Posted: 02 Oct 2025
Xing Shu, Fei Chen, Haohua Yan, Renhua Feng and Hongqian Zhao
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,107,422)

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Battery Pack, State of Health, Cell-to-Pack Transfer, Domain Adversarial Training, Parallel LSTM-Informer

Cell-to-Pack Transfer Learning for Battery Health Estimation Using Domain-Adversarial Parallel Networks

Number of pages: 20 Posted: 23 Aug 2025
Xing Shu, Fei Chen, Haohua Yan, Renhua Feng and Hongqian Zhao
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 34 (1,296,409)

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Battery pack, State of health, Cell-to-Pack Transfer, Domain Adversarial Training, Parallel LSTM-Informer

3.

A Physics-Informed Learning Framework for Battery State of Health Estimation Based on Expansion Behavior and Autoformer

Number of pages: 21 Posted: 22 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Chongqing University, Kunming University of Science and Technology, Kunming University of Science and Technology and affiliation not provided to SSRN
Downloads 43 (1,145,425)

Abstract:

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Lithium-ion battery, State of Health (SOH), battery expansion, Physics-informed learning, Autoformer

4.

Branch Current and State of Charge Co-estimation for Inconsistent Parallel Lithium-Ion Battery Pack

Number of pages: 23 Posted: 24 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Kunming University of Science and Technology, Kunming University of Science and Technology and affiliation not provided to SSRN
Downloads 13 (1,518,554)

Abstract:

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State of charge, parallel battery current, total least squares, Sage-Husa adaptive filtering, square root cubature Kalman filter