Evidence map›Paper›PMID 41829494›Full record

ArticleSensors (Basel, Switzerland)2026

Kissing Bond Damage Identification and Evaluation in CFRP-Reinforced Steel Plates Using Mixed-Frequency Ultrasonic Guided Waves.

Ruiqi Guan, Haifeng Li, Weilong Ni, Tansheng Huang, Kai Wang, Xue Han

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. 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
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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

6 authors.

Ruiqi GuanCollege of Civil Engineering, Huaqiao University, Xiamen 361021, China.ORCID 0000-0003-2101-8288
Haifeng LiCollege of Civil Engineering, Huaqiao University, Xiamen 361021, China.ORCID 0000-0002-0224-0935
Weilong NiXiamen Holsin Engineering Testing Co., Ltd., Xiamen 361027, China.
Tansheng HuangXiamen Holsin Engineering Testing Co., Ltd., Xiamen 361027, China.
Kai WangSchool of Aerospace Engineering, Xiamen University, Xiamen 361005, China.ORCID 0000-0001-8923-1232
Xue HanSchool of Architecture and Civil Engineering, Xiamen Institute of Technology, Xiamen 361021, China.

Funding

Construction Technology Project of Xiamen Municipal Bureau of Construction, China XJK2023-1-5National Natural Science Foundation of China 52408330Natural Science Foundation of Fujian Province, China 2022J05057Natural Science Foundation of Xiamen, China 3502Z20227038
6 · The paper itself

Abstract

CFRP laminates are widely adopted for the strengthening of steel structures and the debonding damage poses a severe threat to the integrity of CFRP-reinforced structures. However, as the early stage of debonding damage, kissing bond detection in these structures using the conventional ultrasonic guided waves method is a significant challenge due to the imperceptibility of microscale damage and the complexity of the wave properties at the interface. To address this problem, mixed-frequency ultrasonic guided waves with nonlinear characteristics are proposed to identify and evaluate kissing bond damage with different damage sizes in CFRP-reinforced steel structures. A finite element model is developed to simulate a kissing bond in a CFRP-reinforced steel plate and is utilized to investigate the interaction between mixed-frequency guided waves and the interface. Experimental tests are also carried out to verify the kissing bond detection method. Nonlinear parameters calculated based on the damage-induced sum and difference frequency components are employed to quantitatively evaluate the kissing bond damage. In addition, excitations with different wave modes are used in damage detection to compare their sensitivities to kissing bond damage. Both the simulation and experimental results reveal that the nonlinear parameter rises as the length of the kissing bond increases, reflecting the effectiveness of mixed-frequency ultrasonic guided wave for the identification and evaluation of kissing bond damage in CFRP-bonded structures.

Indexed as

CFRP-reinforced steel structureskissing bond damagemixed frequency responsenonlinear ultrasonic guided waves

Identifiers

PMID41829494
PMCPMC12986569

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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.