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Gangxin Lyu

Henan University of Science and Technology

263 Kaiyuan Ave, Luolong Qu

Luoyang Shi

China

  • Henan University of Science and Technology

SCHOLARLY PAPERS

5

DOWNLOADS

170

TOTAL CITATIONS

1

Scholarly Papers (5)

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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
Zimo Liu, Kunfeng Liang, Xun Zhou, Huirong Wang, Haoyuan Chen, Haolei Duan, Gangxin Lyu, Chenguang Zhang, Bin Chen, Dapeng Yang and Yong Cao
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 71 (867,774)
Citation 1

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

2.

Study on natural stratified cooling release characteristics of micro-encapsulated phase change material suspension

Number of pages: 45 Posted: 05 Nov 2025
Minghao Yu, Xun Zhou, Haibo Hong, Gangxin Lyu and Jiali Pei
Dalian Maritime University, Henan University of Science and Technology, Dalian Maritime University, Henan University of Science and Technology and Henan University of Science and Technology
Downloads 32 (1,290,922)

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MPCMS, Natural stratification, Cold storage tank structures, Uniform flow orifice plate, Aspect ratio, Thermocline.

3.

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

Downloads 30 (1,332,057)

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
Zimo Liu, Kunfeng Liang, Xun Zhou, Huirong Wang, Haoyuan Chen, Haolei Duan, Gangxin Lyu, Chenguang Zhang, Bin Chen, Dapeng Yang and Yong Cao
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
Zimo Liu, Kunfeng Liang, Xun Zhou, Huirong Wang, Haoyuan Chen, Haolei Duan, Gangxin Lyu, Chenguang Zhang, Bin Chen, Dapeng Yang and Yong Cao
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

4.

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
Zimo Liu, Kunfeng Liang, Xun Zhou, Huirong Wang, Haoyuan Chen, Haolei Duan, Gangxin Lyu, Chenguang Zhang, Bin Chen, Dapeng Yang and Yong Cao
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 22 (1,424,331)

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

5.

Multi-objective Optimization of Direct Cooling Thermal Management System for Battery Energy Storage Systems

Number of pages: 37 Posted: 11 Feb 2026
Kunfeng Liang, Xiaozhe Yang, Haoyuan Chen, Chenguang Zhang, Chen Bin, Gangxin Lyu and Tieying Yin
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, Henan University of Science and Technology and affiliation not provided to SSRN
Downloads 15 (1,500,778)

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Battery thermal management system, Multi-objective optimization, Refrigerant direct cooling, Temperature uniformity