This paper presents reported machine learning approaches in the field of Brillouin
distributed fiber optic sensors (DFOSs). The increasing popularity of Brillouin DFOSs stems …

In this paper, we present a comprehensive overview of our research in the field of distributed
fiber optic sensors for structural health monitoring of hydrogen composite pressure vessels …

A micron-sized dumbbell-like-MZI structure has been developed using hydroxide flame melt
taper and arc fusion discharge, with the dumbbell rod region prepared by melt taper drawing …

We develop a new configuration of distributed strain and temperature sensing technology
called double-slope-assisted Brillouin optical correlation-domain reflectometry. Its loss …

A kind of curved long-period fiber grating (CLPFG) engraved by CO_2 laser based on oxide-
doped fiber was designed to monitor the structural integrity of propellant. The mechanical …

This paper presents, for the first time to the best of our knowledge, simultaneous temperature
and relative humidity (RH) measurement using a machine learning (ML) model in Rayleigh …

Machine learning for strain, temperature and humidity discrimination in Brillouin optical
frequency domain analysis Page 1 Machine learning for strain, temperature and humidity …

The signal-to-noise ratio (SNR) is a crucial metric for the evaluation of a stimulated Brillouin
scattering (SBS) based sensing system. We propose and experimentally demonstrate …

In this paper, we present a comprehensive overview of our research in the field of distributed
fiber optic sensors for structural health monitoring of hydrogen composite pressure vessels …

High-precision Brillouin Curvature Sensors Based on Deep Neural Networks Page 1 High-precision
Brillouin Curvature Sensors Based on Deep Neural Networks Donghe Sheng, Zhe Han, Hui** …