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

IF 3.3 2区 物理与天体物理 Q2 OPTICS Optics express Pub Date : 2025-01-27 DOI:10.1364/OE.546137
Yan Xu, Xiaoyan Huang, Zekun Chen, Yang Yu, Yuren Chen, Chenghao Cui, Tianrun Liu, Hong Luo, Xiaojuan Liu
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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.

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采用低误差解调方法的高灵敏度光纤海水温度压力传感器。
使用单光纤传感器进行多参数传感,由于矩阵的病态和非线性响应特性,会导致显著的解调误差。为了解决这些问题,本文提出了一种新型的特殊封装银镜光纤耦合器(OMCM)。OMCM与机械增强灵敏度光纤布拉格光栅(FBG)相结合,形成温度压力传感器。温度灵敏度超过-1.7 nm/℃,压力灵敏度达到53.435 nm/MPa,深度分辨率为0.935 cm。根据传感器频谱的特点,本文提出了一种新的解调方法,将机器学习方法与传统的波长跟踪方法相结合,实现了较低的解调误差。对于温度和压力,平均绝对百分比误差分别为0.04%和1.31%。这一特性有助于检测浅海环境、湖泊系统和其他水生栖息地的微小变化,因此非常适合水下养殖和海洋监测等应用。
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来源期刊
Optics express
Optics express 物理-光学
CiteScore
6.60
自引率
15.80%
发文量
5182
审稿时长
2.1 months
期刊介绍: Optics Express is the all-electronic, open access journal for optics providing rapid publication for peer-reviewed articles that emphasize scientific and technology innovations in all aspects of optics and photonics.
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