Evidence map›Paper›PMID 36617052›Full record

ArticleSensors (Basel, Switzerland)2023

Preliminary Results of a Structural Health Monitoring System Application for Real-Time Debonding Detection on a Full-Scale Composite Spar.

Monica Ciminello, Bogdan Sikorski, Bernardino Galasso, Lorenzo Pellone, Umberto Mercurio, Antonio Concilio, Gianvito Apuleo, Aniello Cozzolino, Iddo Kressel, Shay Shoham and 1 more

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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

11 authors.

Monica CiminelloAdaptive Structures Division, The Italian Aerospace Research Centre (CIRA), 81043 Capua, Italy.ORCID 0000-0001-5289-1800
Bogdan SikorskiAdaptive Structures Division, The Italian Aerospace Research Centre (CIRA), 81043 Capua, Italy.
Bernardino GalassoAdaptive Structures Division, The Italian Aerospace Research Centre (CIRA), 81043 Capua, Italy.
Lorenzo PelloneAdaptive Structures Division, The Italian Aerospace Research Centre (CIRA), 81043 Capua, Italy.ORCID 0000-0002-6859-1922
Umberto MercurioAdaptive Structures Division, The Italian Aerospace Research Centre (CIRA), 81043 Capua, Italy.
Antonio ConcilioAdaptive Structures Division, The Italian Aerospace Research Centre (CIRA), 81043 Capua, Italy.ORCID 0000-0001-8150-147X
Gianvito ApuleoResearch Division, Piaggio Aerospace Industries, 81043 Capua, Italy.
Aniello CozzolinoResearch Division, Piaggio Aerospace Industries, 81043 Capua, Italy.
Iddo KresselAdvanced Structural Technologies, Engineering Center, Israel Aerospace Industries (IAI), Ben Gurion International Airport, Tel Aviv 70100, Israel.
Shay ShohamAdvanced Structural Technologies, Engineering Center, Israel Aerospace Industries (IAI), Ben Gurion International Airport, Tel Aviv 70100, Israel.
Moshe TurSchool of Electrical Engineering, Tel-Aviv University (TAU), Tel Aviv 70100, Israel.

Funding

Italian Ministry of Defence - Secretariat General of Defence and National Armaments Directorate (SGD/DNA) contract N.950-2020
6 · The paper itself

Abstract

The present paper reports the outcomes of activities concerning a real-time SHM system for debonding flaw detection based on ground testing of an aircraft structural component as a basis for condition-based maintenance. In this application, a damage detection method unrelated to structural or load models is investigated. In the reported application, the system is applied for real-time detection of two flaws, kissing bond type, artificially deployed over a full-scale composite spar under the action of external bending loads. The proposed algorithm, local high-edge onset (LHEO), detects damage as an edge onset in both the space and time domains, correlating current strain levels to next strain levels within a sliding inner product proportional to the sensor step and the acquisition time interval, respectively. Real-time implementation can run on a consumer-grade computer. The SHM algorithm was written in Matlab and compiled as a Python module, then called from a multiprocess wrapper code with separate operations for data reception and data elaboration. The proposed SHM system is made of FBG arrays, an interrogator, an in-house SHM code, an original decoding software (SW) for real-time implementation of multiple SHM algorithms and a continuous interface with an external operator.

Indexed as

ComputersSoftwareAircraftAlgorithmsMonitoring, Physiologiccomposite structuresdamage characterizationreal-time processingsensorssmart devicesstructural health monitoring

Identifiers

PMID36617052
PMCPMC9823329

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Registered trials

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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.