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Bin Chen

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

126

TOTAL CITATIONS

1

Scholarly Papers (3)

1.

Lithium-Ion Battery State of Health Prediction: Spearman-Relieff Algorithm Based Multiple Feature Analysis Method and Data-Driven Model

Number of pages: 29 Posted: 25 Feb 2025
Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 72 (867,774)
Citation 1

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State of health of the battery, Spearman-ReliefF Algorithm, Bayesian regularization, Data-driven model

State of Charge Prediction of Lithium-Ion Batteries Based on the Analysis of High-Frequency Oscillation Voltage Signals and the Long Short-Term Memory Model

Number of pages: 43 Posted: 13 Jan 2026
Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 16 (1,559,710)

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State of charge of the battery, High-Frequency Oscillation Voltage Signals, Discrete Wavelet Transform, Locally Weighted Regression, Long Short-Term Memory

State of Charge Prediction of Lithium-Ion Batteries Based on the Analysis of High-Frequency Oscillation Voltage Signals and the Long Short-Term Memory Model

Number of pages: 34 Posted: 23 Jul 2025
Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 14 (1,570,077)

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State of charge of the battery, High-Frequency Oscillation Voltage Signals, Discrete Wavelet Transform, Locally Weighted Regression, Long Short-Term Memory

3.

Lithium-Ion Battery State of Health Prediction: The Combination of Spearman Correlation Analysis and the Relieff Algorithm Based Multiple Feature Analysis Method and Data-Driven Model

Number of pages: 27 Posted: 05 Jul 2025
Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, Henan University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 24 (1,424,331)

Abstract:

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State of health of the battery, Spearman-ReliefF Algorithm, Bayesian Regularization, data-driven model