<div class="csl-bib-body">
<div class="csl-entry">Hoffmann, M., Maier, S., Mayr, C., Mauthner, G., Trautner, T. F., & Bleicher, F. (2024). <i>Approach for weld bead geometry prediction to optimize process planning in wire arc additive manufacturing applications</i> [Conference Presentation]. 18th CIRP Conference on Intelligent Computation in Manufacturing Engineering, Neapel, Ischia, Italy. http://hdl.handle.net/20.500.12708/202424</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/202424
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dc.description.abstract
To enable the industrial use of wire arc additive manufacturing (WAAM), it is crucial to provide effective work preparation through process planning systems such as computer-aided-manufacturing (CAM) software. However, current CAM software systems are limited regarding deposition, path manipulation and simulation. To overcome these issues, this paper presents an artificial neural network (ANN) driven methodology for the prediction and integration of effective weld bead geometry information. The approach comprises three phases encompassing the steps of automated data processing, data-based modelling of weld bead geometry and the utilization of this additional information through CAM integration.
en
dc.description.sponsorship
FFG - Österr. Forschungsförderungs- gesellschaft mbH
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dc.language.iso
en
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dc.subject
Metal Additive Manufacturing
en
dc.subject
Closed-Loop Manufacturing
en
dc.subject
Data Management
en
dc.subject
Artificial Neural Network
en
dc.subject
CAD/CAM
en
dc.title
Approach for weld bead geometry prediction to optimize process planning in wire arc additive manufacturing applications
en
dc.type
Presentation
en
dc.type
Vortrag
de
dc.relation.grantno
40089127
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dc.type.category
Conference Presentation
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tuw.project.title
Advanced Processing of Additively Manufactured Parts II
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tuw.researchTopic.id
I6
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tuw.researchTopic.id
E6
-
tuw.researchTopic.id
I3
-
tuw.researchTopic.name
Digital Transformation in Manufacturing
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tuw.researchTopic.name
Sustainable Production and Technologies
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tuw.researchTopic.name
Automation and Robotics
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tuw.researchTopic.value
45
-
tuw.researchTopic.value
10
-
tuw.researchTopic.value
45
-
tuw.publication.orgunit
E311 - Institut für Fertigungstechnik und Photonische Technologien
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tuw.publication.orgunit
E311-01 - Forschungsbereich Fertigungstechnik
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tuw.publication.orgunit
E311-01-3 - Forschungsgruppe Steuerungstechnik und integrierte Systeme
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tuw.author.orcid
0009-0007-1841-0293
-
tuw.author.orcid
0009-0006-6489-7699
-
tuw.author.orcid
0009-0000-6524-4119
-
tuw.author.orcid
0000-0003-0634-4616
-
tuw.author.orcid
0000-0003-3429-867X
-
tuw.event.name
18th CIRP Conference on Intelligent Computation in Manufacturing Engineering
en
tuw.event.startdate
10-07-2024
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tuw.event.enddate
12-07-2024
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tuw.event.online
On Site
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tuw.event.type
Event for scientific audience
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tuw.event.place
Neapel, Ischia
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tuw.event.country
IT
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tuw.event.institution
University of Naples Federico II, Fh J_LEAPT UniNaples, Italy
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tuw.event.presenter
Hoffmann, Maximilian
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tuw.event.track
Multi Track
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wb.sciencebranch
Maschinenbau
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wb.sciencebranch
Werkstofftechnik
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wb.sciencebranch
Elektrotechnik, Elektronik, Informationstechnik
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wb.sciencebranch.oefos
2030
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wb.sciencebranch.oefos
2050
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wb.sciencebranch.oefos
2020
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wb.sciencebranch.value
70
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wb.sciencebranch.value
15
-
wb.sciencebranch.value
15
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item.languageiso639-1
en
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item.openairetype
conference paper not in proceedings
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item.grantfulltext
none
-
item.fulltext
no Fulltext
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item.cerifentitytype
Publications
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item.openairecristype
http://purl.org/coar/resource_type/c_18cp
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crisitem.author.dept
E311-01-3 - Forschungsgruppe Steuerungstechnik und integrierte Systeme
-
crisitem.author.dept
E311-01-2 - Forschungsgruppe Werkzeugmaschinen
-
crisitem.author.dept
E311-01-3 - Forschungsgruppe Steuerungstechnik und integrierte Systeme
-
crisitem.author.dept
E311-01-3 - Forschungsgruppe Steuerungstechnik und integrierte Systeme
-
crisitem.author.dept
E311 - Institut für Fertigungstechnik und Photonische Technologien
-
crisitem.author.orcid
0009-0007-1841-0293
-
crisitem.author.orcid
0009-0006-6489-7699
-
crisitem.author.orcid
0009-0000-6524-4119
-
crisitem.author.orcid
0000-0003-0634-4616
-
crisitem.author.orcid
0000-0003-3429-867X
-
crisitem.author.parentorg
E311-01 - Forschungsbereich Fertigungstechnik
-
crisitem.author.parentorg
E311-01 - Forschungsbereich Fertigungstechnik
-
crisitem.author.parentorg
E311-01 - Forschungsbereich Fertigungstechnik
-
crisitem.author.parentorg
E311-01 - Forschungsbereich Fertigungstechnik
-
crisitem.author.parentorg
E300 - Fakultät für Maschinenwesen und Betriebswissenschaften
-
crisitem.project.funder
FFG - Österr. Forschungsförderungs- gesellschaft mbH
