Evidence map›Paper›PMID 39686173›Full record

ArticleSensors (Basel, Switzerland)2024

Weak Fiber Bragg Grating Array-Based In Situ Flow and Defects Monitoring During the Vacuum-Assisted Resin Infusion Process.

Xiao Liu, Zuoyin Tang, Xin Gui, Wenchang Yin, Jingyi Cao, Zhigang Fang, Zhengying Li

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Xiao LiuSchool of Information Engineering, Wuhan University of Technology, Wuhan 430070, China.ORCID 0009-0003-4918-1631
Zuoyin TangSchool of Materials Science and Engineering, Wuhan University of Technology, Wuhan 430070, China.
Xin GuiNational Engineering Research Center of Fiber Optic Sensing Technology and Networks, Wuhan University of Technology, Wuhan 430070, China.
Wenchang YinUnit 92228 of the Chinese People's Liberation Army, Beijing 100072, China.
Jingyi CaoUnit 92228 of the Chinese People's Liberation Army, Beijing 100072, China.
Zhigang FangUnit 92228 of the Chinese People's Liberation Army, Beijing 100072, China.
Zhengying LiSchool of Information Engineering, Wuhan University of Technology, Wuhan 430070, China.ORCID 0000-0002-4600-2795

Funding

National Natural Science Foundation of China 62275205Postdoctoral Fellowship Program of CPSF GZC20232019
6 · The paper itself

Abstract

Monitoring of real-time flow and defects in the vacuum-assisted resin infusion (VARI) process can provide important guidelines for full impregnation of dry reinforcement. A weak fiber Bragg grating array was employed to obtain quasi-distributed monitoring results in real-time. Sensitivity testing of different kinds of coated optical fiber sensors (OFs) was carried out first, and the polyacrylate-coated OF showed a greater wavelength-shift response than the polyimide-coated one. Then, two- and three-dimensional flow monitoring tests were carried out. During the resin-filling stage, three trends of strain curve were identpified in relation to the different placement setups of embedded OFs, the resin flow direction, and the different vacuum-bagging methods. The monitoring criteria were analyzed and the results were compared with the visual inspection, showing good agreement and indicating the ability of the fiber Bragg grating array. Finally, defects including dry spots and voids were introduced and reflected in the maximum changed strains of FBGs due to the smaller stress relaxation, indicating the potential to characterize the local flow state and permeabilities experimentally based on these quasi-distributed sensing methods.

Indexed as

defectsfiber Bragg grating arrayflow monitoringthree-dimensional

Identifiers

PMID39686173
PMCPMC11645073

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.