Application of machine learning in optical fiber sensors
In recent years, with the increasing demand for intelligent society, intelligent photonics has
developed rapidly. Machine learning (ML), as a subset of artificial intelligence (AI), has …
developed rapidly. Machine learning (ML), as a subset of artificial intelligence (AI), has …
Humidity sensor based on fibre bragg grating for predicting microbial induced corrosion
Humidity is among the most important environmental factors which enhance the biogenic
acidic corrosion in concretes of sewers structures. Deterioration of concrete structures is a …
acidic corrosion in concretes of sewers structures. Deterioration of concrete structures is a …
Hot spot detection of photovoltaic module based on distributed fiber Bragg grating sensor
G Li, F Wang, F Feng, B Wei - Sensors, 2022 - mdpi.com
The hot spot effect is an important factor that affects the power generation performance and
service life in the power generation process. To solve the problems of low detection …
service life in the power generation process. To solve the problems of low detection …
High flexibility FBG inscribing by point-by-point Method Via Femtosecond Laser: Technology, Progress, and Challenges
J Zhang, Q Zhao, D Du, Y Zhu, S Zheng, D Chen… - Materials Today …, 2024 - Elsevier
ABSTRACT FBG is a reflective structure present in the fiber with periodically perturbed
effective refractive index. With the emergence of femtosecond lasers, the point-by-point …
effective refractive index. With the emergence of femtosecond lasers, the point-by-point …
Addressing uncertainty on machine learning models for long-period fiber grating signal conditioning using Monte Carlo method
The massive adoption of machine learning (ML) and artificial intelligence models in the field
of instrumentation and measurement has raised several doubts concerning the validity of …
of instrumentation and measurement has raised several doubts concerning the validity of …
Temperature field measurement of photovoltaic module based on fiber Bragg grating sensor array
G Li, F Feng, F Wang, B Wei - Materials, 2022 - mdpi.com
Studying the temperature field of photovoltaic modules is important for improving their power
generation efficiency. To solve the problem of traditional sensors being unsuitable for …
generation efficiency. To solve the problem of traditional sensors being unsuitable for …
Dense temporally multiplexed fiber bragg grating sensing based on single-photon detection
X Fan, Z Ou, L Zhang, R Zhang, C Yuan… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
Temporal multiplexed fiber Bragg grating (FBG) sensing system for detecting physical
parameters with a high spatial resolution is desirable for applications such as structure …
parameters with a high spatial resolution is desirable for applications such as structure …
FBG-Based Accelerometer for Buried Pipeline Natural Frequency Monitoring and Corrosion Detection
Pipelines are structures with great relevance in different industrial sectors and are essential
for the proper functioning of the logistics that support today's society. Due to their …
for the proper functioning of the logistics that support today's society. Due to their …
A rapid demodulation method for the interference spectrum of optical fiber sensors based on machine learning
X Yue-Yu, X **n-Yu, L Yan-**ang - Laser Physics, 2024 - iopscience.iop.org
Interferometric optical fiber sensors based on wavelength demodulation play an important
role in the field of high-precision measurements. Generally used wavelength tracking …
role in the field of high-precision measurements. Generally used wavelength tracking …
Application of Neural Network Algorithms for Central Wavelength Determination of Fiber Optic Sensors
Featured Application Interrogation systems of fiber-optic sensors. Abstract Fiber Bragg
gratings are sensitive elements in fiber optic sensor networks, and this paper discusses the …
gratings are sensitive elements in fiber optic sensor networks, and this paper discusses the …