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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Main Authors: Iva Deanović, Dejan Marić, Ivan Peko, Sanda Šimunović
Format: Article
Language:English
Published: Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek 2025-01-01
Series:Tehnički Vjesnik
Subjects:
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.
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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
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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
work_keys_str_mv AT ivadeanovic predictionmodelforcladdingofnialloysduringcmtweldingprocessbyusingfuzzylogic
AT dejanmaric predictionmodelforcladdingofnialloysduringcmtweldingprocessbyusingfuzzylogic
AT ivanpeko predictionmodelforcladdingofnialloysduringcmtweldingprocessbyusingfuzzylogic
AT sandasimunovic predictionmodelforcladdingofnialloysduringcmtweldingprocessbyusingfuzzylogic