Chinese Journal of Lasers, Volume. 52, Issue 6, 0610001(2025)

State‐of‐Charge Estimation of Lithium Battery Based on Fiber Grating Sensing and Deep Learning

Wenjuan Sheng1、*, Junfeng Pan1, and G D Peng2
Author Affiliations
  • 1School of Automation Engineering, Shanghai University of Electric Power, Shanghai 200090, China
  • 2School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney 2052, Australia
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    References(33)

    [2] Chen Y. The future technology development path of energy storage[J]. Energy, 21, 84-85(2019).

    [21] Shi W H, Wang H, Cao H et al. In-situ monitoring of the internal status of lithium batteries based on fiber Bragg grating sensors[J]. Acta Photonica Sinica, 52, 0906002(2023).

    [24] Wang Y Y, Zhao E C, Yu M et al. High stability FBG demodulation system combining F-P etalon with reference grating[J]. Laser Technology, 42, 336-340(2018).

    [27] Jiang J F, Zang C J, Wang S et al. Investigation of composite multi-wavelength reference stablization method for FBG demodulator in unsteady temperature environment[J]. Journal of Optoelectronics·Laser, 29, 575-581(2018).

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    Wenjuan Sheng, Junfeng Pan, G D Peng. State‐of‐Charge Estimation of Lithium Battery Based on Fiber Grating Sensing and Deep Learning[J]. Chinese Journal of Lasers, 2025, 52(6): 0610001

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    Paper Information

    Category: remote sensing and sensor

    Received: Jul. 2, 2024

    Accepted: Oct. 22, 2024

    Published Online: Mar. 18, 2025

    The Author Email: Wenjuan Sheng (wenjuansheng@shiep.edu.cn)

    DOI:10.3788/CJL241017

    CSTR:32183.14.CJL241017

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