Automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfaces

In this paper, an automated inspection system is proposed for detecting the location and measuring the size of existing dipping or buckling on the sandwich panel surface using an RGB camera and an inexpensive linear laser. The proposed method, by observing the radiated laser beams on the sandwich pa...

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Bibliographic Details
Main Authors: Vahid Torkzadeh, Saeed Toosizadeh
Format: Article
Language:English
Published: SAGE Publishing 2019-09-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/0020294019847706
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spelling doaj-000efe36f64444019ca964c1cf7e09172020-11-25T03:26:37ZengSAGE PublishingMeasurement + Control0020-29402019-09-015210.1177/0020294019847706Automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfacesVahid TorkzadehSaeed ToosizadehIn this paper, an automated inspection system is proposed for detecting the location and measuring the size of existing dipping or buckling on the sandwich panel surface using an RGB camera and an inexpensive linear laser. The proposed method, by observing the radiated laser beams on the sandwich panel surface, can localize and calculate the level of dipping and buckling with acceptable accuracy while being robust to vibrations of moving sandwich panel on the production line conveyor. After a complete processing of the panel by the system, a three-dimensional (surface plot) or two-dimensional (heat map) output is produced to assist the production line supervisor to easily inspect the surface quality of the sandwich panels. Our experimental results show that the proposed system can detect and measure the surface defects including dipping and buckling with a high accuracy and performance.https://doi.org/10.1177/0020294019847706
collection DOAJ
language English
format Article
sources DOAJ
author Vahid Torkzadeh
Saeed Toosizadeh
spellingShingle Vahid Torkzadeh
Saeed Toosizadeh
Automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfaces
Measurement + Control
author_facet Vahid Torkzadeh
Saeed Toosizadeh
author_sort Vahid Torkzadeh
title Automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfaces
title_short Automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfaces
title_full Automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfaces
title_fullStr Automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfaces
title_full_unstemmed Automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfaces
title_sort automatic visual inspection system for quality control of the sandwich panel and detecting the dipping and buckling of the surfaces
publisher SAGE Publishing
series Measurement + Control
issn 0020-2940
publishDate 2019-09-01
description In this paper, an automated inspection system is proposed for detecting the location and measuring the size of existing dipping or buckling on the sandwich panel surface using an RGB camera and an inexpensive linear laser. The proposed method, by observing the radiated laser beams on the sandwich panel surface, can localize and calculate the level of dipping and buckling with acceptable accuracy while being robust to vibrations of moving sandwich panel on the production line conveyor. After a complete processing of the panel by the system, a three-dimensional (surface plot) or two-dimensional (heat map) output is produced to assist the production line supervisor to easily inspect the surface quality of the sandwich panels. Our experimental results show that the proposed system can detect and measure the surface defects including dipping and buckling with a high accuracy and performance.
url https://doi.org/10.1177/0020294019847706
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AT saeedtoosizadeh automaticvisualinspectionsystemforqualitycontrolofthesandwichpanelanddetectingthedippingandbucklingofthesurfaces
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