High-sensitivity optical fiber seawater temperature and pressure sensor with a low-error demodulation method

Using a single optical microfiber (OM) sensor for multi-parameter sensing can lead to significant demodulation error due to ill-conditioned matrices and nonlinear response characteristics. To address these issues, this paper proposes a novel specially packaged optical microfiber coupler combined with a silver mirror (OMCM). OMCM is combined with a mechanically enhanced sensitivity fiber Bragg grating (FBG) to form a temperature-pressure sensor. The temperature sensitivity exceeds -1.7 nm/°C while the pressure sensitivity reaches 53.435 nm/MPa, with a depth resolution of 0.935 cm. According to the characteristics of the sensor spectrum, this paper proposes a new demodulation method, which combines machine learning methods with a traditional wavelength-tracking method to achieve low demodulation error. For temperature and pressure, the mean absolute percentage errors are 0.04% and 1.31%, respectively. This feature facilitates the detection of minute changes in shallow marine environments, lacustrine systems, and other aquatic habitats, thus making it highly suitable for applications such as underwater aquaculture and marine monitoring.

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Publication Details

Journal
Optics Express
Published
2024-12-26
DOI
https://doi.org/10.1364/oe.546137
Citations
5
Primary Topic
Advanced Fiber Optic Sensors
Type
article
Field-Weighted Citation Impact
1.04

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article

High-sensitivity optical fiber seawater temperature and pressure sensor with a low-error demodulation method

Hongbing Luo, Chenghao Cui, Zekun Chen, Tianrun Liu et al.
5 citations
Optics Express
Advanced Fiber Optic Sensors
1.04
article

High-sensitivity optical fiber seawater temperature and pressure sensor with a low-error demodulation method

Hongbing Luo, Chenghao Cui, Zekun Chen, Tianrun Liu, Xiaojuan Liu, Xiaoyan Huang, Yan Xu, Yuren Chen, Yang Yu
article en
5 citations

Abstract

Using a single optical microfiber (OM) sensor for multi-parameter sensing can lead to significant demodulation error due to ill-conditioned matrices and nonlinear response characteristics. To address these issues, this paper proposes a novel specially packaged optical microfiber coupler combined with a silver mirror (OMCM). OMCM is combined with a mechanically enhanced sensitivity fiber Bragg grating (FBG) to form a temperature-pressure sensor. The temperature sensitivity exceeds -1.7 nm/°C while the pressure sensitivity reaches 53.435 nm/MPa, with a depth resolution of 0.935 cm. According to the characteristics of the sensor spectrum, this paper proposes a new demodulation method, which combines machine learning methods with a traditional wavelength-tracking method to achieve low demodulation error. For temperature and pressure, the mean absolute percentage errors are 0.04% and 1.31%, respectively. This feature facilitates the detection of minute changes in shallow marine environments, lacustrine systems, and other aquatic habitats, thus making it highly suitable for applications such as underwater aquaculture and marine monitoring.

Optics ExpressVol. 33(2)
National University of Defense Technology (CN), Changsha University of Science and Technology (CN)
National Natural Science Foundation of China, Shandong University of Technology and Zibo City Integration Development Project
Life below water
Openalex Percentile: Top 22%
Advanced Fiber Optic Sensors
1.04
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