2019
DOI: 10.3390/s19153350
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Dynamic Deformation Reconstruction of Variable Section WING with Fiber Bragg Grating Sensors

Abstract: In order to monitor the variable-section wing deformation in real-time, this paper proposes a dynamic reconstruction algorithm based on the inverse finite element method and fuzzy network to sense the deformation of the variable-section beam structure. Firstly, based on Timoshenko beam theory and inverse finite element framework, a deformation reconstruction model of variable-section beam element was established. Then, considering the installation error of the fiber Bragg grating (FBG) sensor and the dynamic u… Show more

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Cited by 14 publications
(9 citation statements)
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“…Fiber Bragg Grating sensors have been widely used in collecting strain information of large flexible structures because of their small size, anti-electromagnetic interference, and high measurement accuracy. 33 According to the coupled-mode theory, when broadband light is transmitted in the fiber grating, mode coupling is generated, the relationship between the Bragg reflection peak wavelength and the fiber grating period is as follows:…”
Section: Principle Of Fbg Strain Measurementmentioning
confidence: 99%
See 1 more Smart Citation
“…Fiber Bragg Grating sensors have been widely used in collecting strain information of large flexible structures because of their small size, anti-electromagnetic interference, and high measurement accuracy. 33 According to the coupled-mode theory, when broadband light is transmitted in the fiber grating, mode coupling is generated, the relationship between the Bragg reflection peak wavelength and the fiber grating period is as follows:…”
Section: Principle Of Fbg Strain Measurementmentioning
confidence: 99%
“…Fiber Bragg Grating sensors have been widely used in collecting strain information of large flexible structures because of their small size, anti-electromagnetic interference, and high measurement accuracy. 33…”
Section: Principle Of Displacement Field Reconstructionmentioning
confidence: 99%
“…In "Dynamic Deformation Reconstruction of Variable Section WING with Fiber Bragg Grating Sensors" [10], a dynamic reconstruction algorithm based on the inverse finite element method and fuzzy network was proposed to sense the deformation of the variable-section beam structure. Considering the installation error of the fiber Bragg grating (FBG) sensor and the dynamic un-modeled error caused by the difference between the static model and dynamic model, the real-time measured strain was corrected using a solidified fuzzy network.…”
Section: Summary Of Special Issue Papersmentioning
confidence: 99%
“…The inverse finite element method (IFEM) [22][23][24] is a method proposed by Tessler, Spangler et al that can reconstruct the global displacement field of a structural body based on the surface strain at some locations of the structure, which uses the difference between the measured strain and the finite element calculated strain as an error function and applies a variational method to obtain a minimized error function and thus reconstruct the displacement field. Fu et al [25] proposed a dynamic reconstruction algorithm based on IFEM method and fuzzy network to sense the deformation of variable section beam structure and established a deformation reconstruction model of variable section beam unit to monitor the deformation of variable section wing in real-time. Foss and Haugse et al [26] proposed the concept of the modal transformation method to obtain the transformation relationship between strain and displacement by using the matrix solution with displacement and strain vibrations having the same modal coordinates, and verified the effectiveness of the method by conducting experiments on cantilever beams with strain gauges.…”
Section: Introductionmentioning
confidence: 99%