Temperature sensing characteristics research based on FBG sensor

In the actual production operation, it is important to monitor the environmental temperature. Aiming at the problems of complex structure and electromagnetic interference of traditional electric sensors, a temperature sensor based on fiber Bragg grating (FBG) is designed to monitor the ambient temperature. The response model between the wavelength variation of FBG center and temperature is established by the neural network fitting tool. The experimental results show that the model has a minimum root-mean-square error of 0.83426, and the overall correlation between the predicted data and the real data reaches 0.98512, which meets the actual monitoring requirements.

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Publication Details

Published
2024-10-09
DOI
https://doi.org/10.1117/12.3045845
Primary Topic
Advanced Fiber Optic Sensors
Type
article
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article

Temperature sensing characteristics research based on FBG sensor

Zhen‐Tao Zhang, Juan Wang, Xi Zhang
Advanced Fiber Optic Sensors
article

Temperature sensing characteristics research based on FBG sensor

Zhen‐Tao Zhang, Juan Wang, Xi Zhang
article en

Abstract

In the actual production operation, it is important to monitor the environmental temperature. Aiming at the problems of complex structure and electromagnetic interference of traditional electric sensors, a temperature sensor based on fiber Bragg grating (FBG) is designed to monitor the ambient temperature. The response model between the wavelength variation of FBG center and temperature is established by the neural network fitting tool. The experimental results show that the model has a minimum root-mean-square error of 0.83426, and the overall correlation between the predicted data and the real data reaches 0.98512, which meets the actual monitoring requirements.

Changchun University of Science and Technology (CN), Jilin Vocational College of Industry and Technology (CN), Jilin University of Chemical Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 85%
Advanced Fiber Optic Sensors
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Temperature sensing characteristics research based on FBG sensor — Zhen‐Tao Zhang, Juan Wang, et al. · (2024) | TGRS Research Map | TGRS