Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology

The utilization of dissimilar materials in manufacturing processes, especially in the automotive and aerospace industries, offers substantial benefits such as weight reduction, improved fuel efficiency, and enhanced mechanical properties. However, the optimization of spot welds for these dissimilar...

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发表在:Journal of Mechanical Engineering
主要作者: 2-s2.0-85213279061
格式: 文件
语言:English
出版: UiTM Press 2024
在线阅读:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85213279061&doi=10.24191%2fjmeche.v13i1.2970&partnerID=40&md5=ebf741ff84465557cd9efeb981bb8daa
id Yaacob R.M.; Zikri J.M.; Abdullah N.A.Z.; Sani M.S.M.; Rani M.N.A.; Arbintarso E.S.
spelling Yaacob R.M.; Zikri J.M.; Abdullah N.A.Z.; Sani M.S.M.; Rani M.N.A.; Arbintarso E.S.
2-s2.0-85213279061
Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology
2024
Journal of Mechanical Engineering
13

10.24191/jmeche.v13i1.2970
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85213279061&doi=10.24191%2fjmeche.v13i1.2970&partnerID=40&md5=ebf741ff84465557cd9efeb981bb8daa
The utilization of dissimilar materials in manufacturing processes, especially in the automotive and aerospace industries, offers substantial benefits such as weight reduction, improved fuel efficiency, and enhanced mechanical properties. However, the optimization of spot welds for these dissimilar materials presents significant challenges due to their diverse physical and chemical properties. This research seeks to optimize the input properties of finite element models (FEM) for spot welding dissimilar plates by utilizing model updating and response surface methodology (RSM). These techniques refine the computational models to more accurately reflect experimental data. Correlation techniques were used to compare Experimental Modal Analysis (EMA) and Finite Element Analysis (FEA), revealing that CWELD has a 1.21% higher correlation compared to CBAR and CBEAM. Despite this, CWELD was chosen for the updating process due to its similarity with the actual joining structure. Subsequent Finite Element Model Updating (FEMU) effectively reduced the error in natural frequency prediction from 6.87% to 4.04%. Additionally, the RSM approach successfully optimized the structural design variables, achieving a desirability rate of 0.972 and showing a significant reduction in percentage error to 5.02% from 6.87%. This study offers valuable insights into the effective enhancement of dynamic properties for dissimilar plate structures, highlighting the importance of both optimization techniques in achieving superior accuracy in structural analysis and design. © (2024), (UiTM Press). All rights reserved.
UiTM Press
18235514
English
Article
All Open Access; Bronze Open Access
author 2-s2.0-85213279061
spellingShingle 2-s2.0-85213279061
Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology
author_facet 2-s2.0-85213279061
author_sort 2-s2.0-85213279061
title Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology
title_short Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology
title_full Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology
title_fullStr Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology
title_full_unstemmed Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology
title_sort Optimization of Spot Weld Joining Parameters for Dissimilar Plate Materials through Finite Element Model Updating and Response Surface Methodology
publishDate 2024
container_title Journal of Mechanical Engineering
container_volume 13
container_issue
doi_str_mv 10.24191/jmeche.v13i1.2970
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85213279061&doi=10.24191%2fjmeche.v13i1.2970&partnerID=40&md5=ebf741ff84465557cd9efeb981bb8daa
description The utilization of dissimilar materials in manufacturing processes, especially in the automotive and aerospace industries, offers substantial benefits such as weight reduction, improved fuel efficiency, and enhanced mechanical properties. However, the optimization of spot welds for these dissimilar materials presents significant challenges due to their diverse physical and chemical properties. This research seeks to optimize the input properties of finite element models (FEM) for spot welding dissimilar plates by utilizing model updating and response surface methodology (RSM). These techniques refine the computational models to more accurately reflect experimental data. Correlation techniques were used to compare Experimental Modal Analysis (EMA) and Finite Element Analysis (FEA), revealing that CWELD has a 1.21% higher correlation compared to CBAR and CBEAM. Despite this, CWELD was chosen for the updating process due to its similarity with the actual joining structure. Subsequent Finite Element Model Updating (FEMU) effectively reduced the error in natural frequency prediction from 6.87% to 4.04%. Additionally, the RSM approach successfully optimized the structural design variables, achieving a desirability rate of 0.972 and showing a significant reduction in percentage error to 5.02% from 6.87%. This study offers valuable insights into the effective enhancement of dynamic properties for dissimilar plate structures, highlighting the importance of both optimization techniques in achieving superior accuracy in structural analysis and design. © (2024), (UiTM Press). All rights reserved.
publisher UiTM Press
issn 18235514
language English
format Article
accesstype All Open Access; Bronze Open Access
record_format scopus
collection Scopus
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