Surrogate modelling technique in multi-parametric laser welding process

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23220%2F18%3A43951524" target="_blank" >RIV/49777513:23220/18:43951524 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/8398349/" target="_blank" >https://ieeexplore.ieee.org/document/8398349/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ELEKTRO.2018.8398349" target="_blank" >10.1109/ELEKTRO.2018.8398349</a>

Result language
angličtina
Original language name
Surrogate modelling technique in multi-parametric laser welding process
Original language description
A possibility of using surrogate model for fast determining weld depth in multi-parametric hybrid laser welding process (laser welding with induction preheating) is studied. The dependence of weld depth on laser beam power and velocity of its movement is investigated. For selected combinations of laser power and speed, FEM simulations of 3D coupled problem combining heat transfer and electromagnetic field are performed. The surrogate model is then created based on results allowing to predict depth for any combination of power and speed. Main motivation to use surrogate modeling technique is to substantially save the computational time.
Czech name
—
Czech description
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Project
<a href="/en/project/LO1607" target="_blank" >LO1607: RICE - New technologies and concepts for smart industrial system</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
12th International Conference Elektro 2018 : conference proceedings
ISBN
978-1-5386-4759-2
ISSN
—
e-ISSN
—
Number of pages
4
Pages from-to
1-4
Publisher name
IEEE
Place of publication
Piscataway
Event location
Mikulov, Czech Republic
Event date
May 21, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000468327400110

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