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

Wenjuan Sheng; Junfeng Pan; G D Peng

doi:10.3788/CJL241017

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 Sheng^1、*, 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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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

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology