Research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded system

Abstract In order to explore the mapping recognition of arc welding molten pool characterisation and penetration state, according to the idea of embedded system construction, this article adopts the idea of software and hardware co‐design to find the zero‐crossing point of the second derivative in w...

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Main Authors: Yanjun Zhu, Zhisheng Wu, Cuirong Liu
Format: Article
Language:English
Published: Wiley 2023-07-01
Series:IET Computers & Digital Techniques
Subjects:
Online Access:https://doi.org/10.1049/cdt2.12055
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author Yanjun Zhu
Zhisheng Wu
Cuirong Liu
author_facet Yanjun Zhu
Zhisheng Wu
Cuirong Liu
author_sort Yanjun Zhu
collection DOAJ
description Abstract In order to explore the mapping recognition of arc welding molten pool characterisation and penetration state, according to the idea of embedded system construction, this article adopts the idea of software and hardware co‐design to find the zero‐crossing point of the second derivative in welding image edge detection, and give a threshold. When the absolute value of the first‐order derivative exceeds the threshold and has a different sign with the first‐order derivative of the previous edge, it is judged as a valid edge. The welding current adopts a symmetrical pulsed AC square wave, and the proportion of heat flow input is high. At the base current, the arc light is darker, so a clear image is obtained. This article designs a simulation experiment to verify the effect of the embedded system in this article. From the experimental research, it can be known that the embedded system constructed in this article can play a certain role in the mapping recognition of the arc welding molten pool characterisation and penetration state.
format Article
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institution DOAJ
issn 1751-8601
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language English
publishDate 2023-07-01
publisher Wiley
record_format Article
series IET Computers & Digital Techniques
spelling doaj-art-90809581ff7a4eaeb2c55f63907375712025-08-20T03:20:36ZengWileyIET Computers & Digital Techniques1751-86011751-861X2023-07-01173-410011010.1049/cdt2.12055Research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded systemYanjun Zhu0Zhisheng Wu1Cuirong Liu2School of Materials Science and Engineering Taiyuan University of Science and Technology Taiyuan ChinaSchool of Materials Science and Engineering Taiyuan University of Science and Technology Taiyuan ChinaSchool of Materials Science and Engineering Taiyuan University of Science and Technology Taiyuan ChinaAbstract In order to explore the mapping recognition of arc welding molten pool characterisation and penetration state, according to the idea of embedded system construction, this article adopts the idea of software and hardware co‐design to find the zero‐crossing point of the second derivative in welding image edge detection, and give a threshold. When the absolute value of the first‐order derivative exceeds the threshold and has a different sign with the first‐order derivative of the previous edge, it is judged as a valid edge. The welding current adopts a symmetrical pulsed AC square wave, and the proportion of heat flow input is high. At the base current, the arc light is darker, so a clear image is obtained. This article designs a simulation experiment to verify the effect of the embedded system in this article. From the experimental research, it can be known that the embedded system constructed in this article can play a certain role in the mapping recognition of the arc welding molten pool characterisation and penetration state.https://doi.org/10.1049/cdt2.12055read‐only storageelectromigrationdigital signal processing chips
spellingShingle Yanjun Zhu
Zhisheng Wu
Cuirong Liu
Research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded system
IET Computers & Digital Techniques
read‐only storage
electromigration
digital signal processing chips
title Research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded system
title_full Research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded system
title_fullStr Research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded system
title_full_unstemmed Research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded system
title_short Research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded system
title_sort research on mapping recognition of arc welding molten pool characterisation and penetration state based on embedded system
topic read‐only storage
electromigration
digital signal processing chips
url https://doi.org/10.1049/cdt2.12055
work_keys_str_mv AT yanjunzhu researchonmappingrecognitionofarcweldingmoltenpoolcharacterisationandpenetrationstatebasedonembeddedsystem
AT zhishengwu researchonmappingrecognitionofarcweldingmoltenpoolcharacterisationandpenetrationstatebasedonembeddedsystem
AT cuirongliu researchonmappingrecognitionofarcweldingmoltenpoolcharacterisationandpenetrationstatebasedonembeddedsystem