Prediction Model for Cladding of Ni-Alloys During CMT Welding Process by Using Fuzzy Logic
Maintaining stable conditions during cladding of Ni-alloys is of great importance for achieving a uniform quality of the cladded layer. As cladding of Ni-alloy is performed by the MAG-CMT welding process with a four-component gas on the base material (membrane wall), it cannot be always performed wi...
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Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek
2025-01-01
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Series: | Tehnički Vjesnik |
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Online Access: | https://hrcak.srce.hr/file/481434 |
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author | Iva Deanović Dejan Marić Ivan Peko Sanda Šimunović |
author_facet | Iva Deanović Dejan Marić Ivan Peko Sanda Šimunović |
author_sort | Iva Deanović |
collection | DOAJ |
description | Maintaining stable conditions during cladding of Ni-alloys is of great importance for achieving a uniform quality of the cladded layer. As cladding of Ni-alloy is performed by the MAG-CMT welding process with a four-component gas on the base material (membrane wall), it cannot be always performed with the same tolerances. Therefore, the MAG-CMT welding process requires constant real-time monitoring and detection of faults in the cladded layer. This paper presents a model based on fuzzy logic. The created model is tested to confirm the proposed prediction model. The prediction accuracy was 93.67%, which proves that the created model can be used for cladding in new automated welding systems. Application of the obtained model shall enable the development of a monitoring system that can identify and classify certain defects occurring during the MAG-CMT welding process. |
format | Article |
id | doaj-art-b917ecd57fca4fa9852f2651a98e5fd9 |
institution | Matheson Library |
issn | 1330-3651 1848-6339 |
language | English |
publishDate | 2025-01-01 |
publisher | Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek |
record_format | Article |
series | Tehnički Vjesnik |
spelling | doaj-art-b917ecd57fca4fa9852f2651a98e5fd92025-06-30T16:07:53ZengFaculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in OsijekTehnički Vjesnik1330-36511848-63392025-01-013241265127110.17559/TV-20241021002081Prediction Model for Cladding of Ni-Alloys During CMT Welding Process by Using Fuzzy LogicIva Deanović0Dejan Marić1Ivan Peko2Sanda Šimunović3University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture in Zagreb, Ivana Lučića 5, 10000 Zagreb, CroatiaUniversity of Slavonski Brod, Mechanical Engineering Faculty in Slavonski Brod, Trg Ivane Brlić Mažuranić 2, HR-35000 Slavonski Brod, CroatiaUniversity of Split, Faculty of science Split, Ruđera Boškovića 33, 21000 Split, HrvatskaUniversity of Slavonski Brod, Mechanical Engineering Faculty in Slavonski Brod, Trg Ivane Brlić Mažuranić 2, HR-35000 Slavonski Brod, CroatiaMaintaining stable conditions during cladding of Ni-alloys is of great importance for achieving a uniform quality of the cladded layer. As cladding of Ni-alloy is performed by the MAG-CMT welding process with a four-component gas on the base material (membrane wall), it cannot be always performed with the same tolerances. Therefore, the MAG-CMT welding process requires constant real-time monitoring and detection of faults in the cladded layer. This paper presents a model based on fuzzy logic. The created model is tested to confirm the proposed prediction model. The prediction accuracy was 93.67%, which proves that the created model can be used for cladding in new automated welding systems. Application of the obtained model shall enable the development of a monitoring system that can identify and classify certain defects occurring during the MAG-CMT welding process.https://hrcak.srce.hr/file/481434claddinggeometric propertiesMAG-CMT welding processNi-alloywelding parameters |
spellingShingle | Iva Deanović Dejan Marić Ivan Peko Sanda Šimunović Prediction Model for Cladding of Ni-Alloys During CMT Welding Process by Using Fuzzy Logic Tehnički Vjesnik cladding geometric properties MAG-CMT welding process Ni-alloy welding parameters |
title | Prediction Model for Cladding of Ni-Alloys During CMT Welding Process by Using Fuzzy Logic |
title_full | Prediction Model for Cladding of Ni-Alloys During CMT Welding Process by Using Fuzzy Logic |
title_fullStr | Prediction Model for Cladding of Ni-Alloys During CMT Welding Process by Using Fuzzy Logic |
title_full_unstemmed | Prediction Model for Cladding of Ni-Alloys During CMT Welding Process by Using Fuzzy Logic |
title_short | Prediction Model for Cladding of Ni-Alloys During CMT Welding Process by Using Fuzzy Logic |
title_sort | prediction model for cladding of ni alloys during cmt welding process by using fuzzy logic |
topic | cladding geometric properties MAG-CMT welding process Ni-alloy welding parameters |
url | https://hrcak.srce.hr/file/481434 |
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