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Automated Identification of Hidden Corrosion Based on the D-Sight Technique: A Case Study on a Military Helicopter
Hidden corrosion remains a significant problem during aircraft service, primarily because of difficulties in its detection and assessment. The non-destructive D-Sight testing technique is characterized by high sensitivity to this type of damage and is an effective sensing tool for qualitative assess...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459592/ https://www.ncbi.nlm.nih.gov/pubmed/37631667 http://dx.doi.org/10.3390/s23167131 |
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author | Katunin, Andrzej Synaszko, Piotr Dragan, Krzysztof |
author_facet | Katunin, Andrzej Synaszko, Piotr Dragan, Krzysztof |
author_sort | Katunin, Andrzej |
collection | PubMed |
description | Hidden corrosion remains a significant problem during aircraft service, primarily because of difficulties in its detection and assessment. The non-destructive D-Sight testing technique is characterized by high sensitivity to this type of damage and is an effective sensing tool for qualitative assessments of hidden corrosion in aircraft structures used by numerous ground service entities. In this paper, the authors demonstrated a new approach to the automatic quantification of hidden corrosion based on image processing D-Sight images during periodic inspections. The performance of the developed processing algorithm was demonstrated based on the results of the inspection of a Mi family military helicopter. The nondimensional quantitative measurement introduced in this study confirmed the effectiveness of this evaluation of corrosion progression, which was in agreement with the results of qualitative analysis of D-Sight images made by inspectors. This allows for the automation of the inspection process and supports inspectors in evaluating the extent and progression of hidden corrosion. |
format | Online Article Text |
id | pubmed-10459592 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104595922023-08-27 Automated Identification of Hidden Corrosion Based on the D-Sight Technique: A Case Study on a Military Helicopter Katunin, Andrzej Synaszko, Piotr Dragan, Krzysztof Sensors (Basel) Article Hidden corrosion remains a significant problem during aircraft service, primarily because of difficulties in its detection and assessment. The non-destructive D-Sight testing technique is characterized by high sensitivity to this type of damage and is an effective sensing tool for qualitative assessments of hidden corrosion in aircraft structures used by numerous ground service entities. In this paper, the authors demonstrated a new approach to the automatic quantification of hidden corrosion based on image processing D-Sight images during periodic inspections. The performance of the developed processing algorithm was demonstrated based on the results of the inspection of a Mi family military helicopter. The nondimensional quantitative measurement introduced in this study confirmed the effectiveness of this evaluation of corrosion progression, which was in agreement with the results of qualitative analysis of D-Sight images made by inspectors. This allows for the automation of the inspection process and supports inspectors in evaluating the extent and progression of hidden corrosion. MDPI 2023-08-11 /pmc/articles/PMC10459592/ /pubmed/37631667 http://dx.doi.org/10.3390/s23167131 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Katunin, Andrzej Synaszko, Piotr Dragan, Krzysztof Automated Identification of Hidden Corrosion Based on the D-Sight Technique: A Case Study on a Military Helicopter |
title | Automated Identification of Hidden Corrosion Based on the D-Sight Technique: A Case Study on a Military Helicopter |
title_full | Automated Identification of Hidden Corrosion Based on the D-Sight Technique: A Case Study on a Military Helicopter |
title_fullStr | Automated Identification of Hidden Corrosion Based on the D-Sight Technique: A Case Study on a Military Helicopter |
title_full_unstemmed | Automated Identification of Hidden Corrosion Based on the D-Sight Technique: A Case Study on a Military Helicopter |
title_short | Automated Identification of Hidden Corrosion Based on the D-Sight Technique: A Case Study on a Military Helicopter |
title_sort | automated identification of hidden corrosion based on the d-sight technique: a case study on a military helicopter |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459592/ https://www.ncbi.nlm.nih.gov/pubmed/37631667 http://dx.doi.org/10.3390/s23167131 |
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