Method of simultaneous measurement of two direction force and temperature using FBG sensor head

P Kisała, S Cięszczyk - Applied Optics, 2015 - opg.optica.org
This paper presents a method for measuring two components of bending force and
temperature using one sensor head. Indirect inference based on the spectra of two fiber …

The strain distribution reconstructions using GWO algorithm and verification by FBG experimental data

M Zhang, J Wang, X Xiong, Z Chen, Y Gong, S Gao… - Applied Sciences, 2023 - mdpi.com
Featured Application The main purpose of this study is to present a strain profile
demodulation method for a fiber Bragg grating (FBG) reflection spectrum based on the grey …

Hybrid feature matrix construction and feature selection optimization-based multi-objective QPSO for electronic nose in wound infection detection

J Yan, S Duan, T Huang, L Wang - Sensor Review, 2016 - emerald.com
Purpose–The purpose of this paper is to improve the performance of E-nose in the detection
of wound infection. Feature extraction and selection methods have a strong impact on the …

Inverse problem of determining periodic surface profile oscillation defects of steel materials with a fiber Bragg grating sensor

S Cięszczyk, P Kisała - Applied optics, 2016 - opg.optica.org
We propose and experimentally demonstrate a method for the detection of steel material
defects utilizing a fiber Bragg grating sensor. The considered defects are periodic grooves …

Accurate strain extraction via kernel extreme learning machine for fiber Bragg grating sensor

X Xu, Y Wang, D Zhu, J Shi - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
A novel machine learning based FBG sensing interrogation method is proposed in this
paper. The method uses a Kernel Regularized Extreme Learning Machine optimized by …

An enhanced quantum-behaved particle swarm optimization based on a novel computing way of local attractor

P Jia, S Duan, J Yan - Information, 2015 - mdpi.com
Quantum-behaved particle swarm optimization (QPSO), a global optimization method, is a
combination of particle swarm optimization (PSO) and quantum mechanics. It has a great …

A novel sensor array and classifier optimization method of electronic nose based on enhanced quantum-behaved particle swarm optimization

P Jia, F Tian, S Fan, Q He, J Feng, S X. Yang - Sensor Review, 2014 - emerald.com
Purpose–The purpose of the paper is to propose a new optimization algorithm to realize a
synchronous optimization of sensor array and classifier, to improve the performance of E …

Study on the deformation measurement of the cast-in-place large-diameter pile using fiber bragg grating sensors

L Gao, K Yang, X Chen, X Yu - Sensors, 2017 - mdpi.com
Compared with conventional piles such as the circle pile, the cast-in-place large-diameter
pile (PCC pile) has many advantages: the lateral area of PCC pile is larger and the bearing …

Research on non-uniform strain profile reconstruction along fiber Bragg grating via genetic programming algorithm and interrelated experimental verification

S Zheng, N Zhang, Y Xia, H Wang - Optics Communications, 2014 - Elsevier
A new heuristic strategy for the non-uniform strain profile reconstruction along Fiber Bragg
Gratings is proposed in this paper, which is based on the modified transfer matrix and …

An approach for the dynamic measurement of ring gear strains of planetary gearboxes using fiber Bragg gratings

H Niu, X Zhang, C Hou - Sensors, 2017 - mdpi.com
The strain of the ring gear can reflect the dynamic characteristics of planetary gearboxes
directly, which makes it an ideal signal to monitor the health condition of the gearbox. To …