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Zixi Liu

Shanghai Dianji University

Shanghai

China

  • Shanghai Dianji University

SCHOLARLY PAPERS

4

DOWNLOADS

139

TOTAL CITATIONS

1

Scholarly Papers (4)

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1.

A Lithium-Ion Battery Energy Estimation Method Based on Deep Learning and Magnetic Field Effects

Number of pages: 25 Posted: 27 Feb 2024
Guanqiang Ruan, Zixi Liu, Song Chen, Shiwen Liu, Yong Guo and Kuo Yang
Shanghai Dianji University, Shanghai Dianji University, Shanghai Dianji University, Shanghai Dianji University, Shanghai Dianji University and Shanghai Dianji University
Downloads 50 (1,063,489)
Citation 1

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Lithium Ion Battery，Informer network，State of Energy，Magnetic field

2.

Investigation of the Effects of Magnetic Field on the Stability and Transport Properties of Lithium Ions

Number of pages: 29 Posted: 06 Dec 2024
Yupeng Tian, Guanqiang Ruan, Jing Hua, Zixi Liu, Kuo Yang and Xing Hu
Shanghai Dianji University, Shanghai Dianji University, Shanghai Vocational College of Science and Technology, Shanghai Dianji University, Shanghai Dianji University and Shanghai Dianji University
Downloads 38 (1,209,354)

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Magnetic field, Transport property, Ion stability, Density functional theory

3.

Application of a Transformer Network Based on Multi-Scale Branches and Fast Fourier Gating Mechanism in the State of Charge Prediction for Sodium-Ion Batteries

Number of pages: 30 Posted: 29 Jul 2024
Zixi Liu, Guanqiang Ruan, Yupeng Tian, Xing Hu, Zhongxun An and Kuo Yang
Shanghai Dianji University, Shanghai Dianji University, Shanghai Dianji University, Shanghai Dianji University, affiliation not provided to SSRN and Shanghai Dianji University
Downloads 35 (1,249,711)

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Sodium-ion batteries, State of charge, Deep learning, Transfer learning

4.

Enhanced Study on Stability and Transport Properties of Lithium Ion by Applied Magnetic Field

Number of pages: 21 Posted: 10 Jul 2024
Guanqiang Ruan, Yupeng Tian, Jing Hua, Zixi Liu, Kuo Yang and Xing Hu
Shanghai Dianji University, Shanghai Dianji University, Shanghai Vocational College of Science and Technology, Shanghai Dianji University, Shanghai Dianji University and Shanghai Dianji University
Downloads 16 (1,491,251)

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External magnetic field; Transport property; Ion stability; Enhanced mass transfer