Multi-objective calibration of the double-ellipsoid heat source model for GMAW process simulation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21220%2F22%3A00350028" target="_blank" >RIV/68407700:21220/22:00350028 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.2298/TSCI210131181B" target="_blank" >https://doi.org/10.2298/TSCI210131181B</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.2298/TSCI210131181B" target="_blank" >10.2298/TSCI210131181B</a>
Alternative languages
Result language
angličtina
Original language name
Multi-objective calibration of the double-ellipsoid heat source model for GMAW process simulation
Original language description
The scope of application of simulation models in welding is limited by the accuracy of their output results. This paper presents a calibration procedure for a three-dimensional quasi-stationary model of heat transfer for gas metal arc welding. The double-ellipsoid heat source used in this model has five input parameters whose value cannot be specified accurately. To estimate these values, we employed a multi-objective calibration procedure with two objective functions using the paretosearch optimization algorithm. Objective functions represented the error between simulated and experimentally observed values of penetration depth and weld bead width during gas metal arc welding of P355GH steel plates. All input parameters were assumed to be a power function of line energy. To reduce computational time, we replaced the numerical model with a response surface methodology metamodel based on an optimal set of simulation results from the numerical model. The results of the simulations based on calculated values of input parameters for the heat source model showed excellent matching with the experimental results.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
20301 - Mechanical engineering
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Thermal Science
ISSN
0354-9836
e-ISSN
2334-7163
Volume of the periodical
00
Issue of the periodical within the volume
181
Country of publishing house
CS - SERBIA AND MONTENEGRO
Number of pages
12
Pages from-to
2081-2092
UT code for WoS article
000805859400005
EID of the result in the Scopus database
2-s2.0-85131435078