---
_id: '64563'
abstract:
- lang: ger
text: Die effiziente Nutzung von Ressourcen ist in der modernen Produktentwicklung
von zentraler Bedeutung, nicht nur im Hinblick auf Materialien, sondern auch angesichts
des Fachkräftemangels. Dabei sollten menschliche Arbeitskräfte gezielt eingesetzt
und unnötige Iterationen zwischen Abteilungen vermieden werden, wobei die Kommunikation
zwischen Konstruktion und Berechnung eine entscheidende Rolle spielt. Im Rahmen
dieser Arbeit wird eine Methode entwickelt, die es Konstrukteuren ermöglicht,
mithilfe künstlicher neuronaler Netze schnell mechanisch optimierte Bauteilgeometrien
vorzuschlagen und so Korrekturschleifen zu minimieren. Hierfür wird eine Entwicklungsumgebung
analysiert, die die Integration neuronaler Netze in bestehende Konstruktions-
und Optimierungsprozesse erlaubt, einschließlich der Definition von Eingaben,
Ausgaben, Datenformaten, Datensätzen und Schnittstellen zu kommerzieller Software.
Zur Sicher-stellung der generalisierten Nutzbarkeit der Trainingsdaten werden
Bauteilgeometrien zunächst mithilfe geometrischer Primitive abstrahiert und anschließend
zu Gesamtgeometrien zusammengesetzt. Die Machbarkeitsstudie zeigt, dass mechanisch
optimierte Bauteilgeometrien auf diese Weise erfolgreich vorhergesagt werden können.
Obwohl noch gewisse Einschränkungen bestehen hinsichtlich der Schnittstellendefinition
zwischen den Primitiven oder der Umrechnung von globalen auf lokale Randbedingungen,
bietet die Methode eine solide Grundlage für weiterführende Forschungsarbeiten
in diesem Bereich.
author:
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
citation:
ama: Ott M. Methodik zum Aufbau einer Entwicklungsumgebung für die datengetriebene
Gestaltvorhersage von Bauteilen. Vol Volume 2. Shaker Verlag; 2026.
apa: 'Ott, M. (2026). Methodik zum Aufbau einer Entwicklungsumgebung für die
datengetriebene Gestaltvorhersage von Bauteilen: Vol. Volume 2. Shaker Verlag.'
bibtex: '@book{Ott_2026, place={Düren}, series={Datenmanagement im Maschinenbau},
title={Methodik zum Aufbau einer Entwicklungsumgebung für die datengetriebene
Gestaltvorhersage von Bauteilen}, volume={Volume 2}, publisher={Shaker Verlag},
author={Ott, Manuel}, year={2026}, collection={Datenmanagement im Maschinenbau}
}'
chicago: 'Ott, Manuel. Methodik zum Aufbau einer Entwicklungsumgebung für die
datengetriebene Gestaltvorhersage von Bauteilen. Vol. Volume 2. Datenmanagement
im Maschinenbau. Düren: Shaker Verlag, 2026.'
ieee: 'M. Ott, Methodik zum Aufbau einer Entwicklungsumgebung für die datengetriebene
Gestaltvorhersage von Bauteilen, vol. Volume 2. Düren: Shaker Verlag, 2026.'
mla: Ott, Manuel. Methodik zum Aufbau einer Entwicklungsumgebung für die datengetriebene
Gestaltvorhersage von Bauteilen. Shaker Verlag, 2026.
short: M. Ott, Methodik zum Aufbau einer Entwicklungsumgebung für die datengetriebene
Gestaltvorhersage von Bauteilen, Shaker Verlag, Düren, 2026.
date_created: 2026-02-20T14:09:24Z
date_updated: 2026-02-20T14:14:28Z
department:
- _id: '741'
- _id: '144'
language:
- iso: ger
page: '180'
place: Düren
publication_identifier:
isbn:
- 978-3-8191-0488-6
publication_status: published
publisher: Shaker Verlag
series_title: Datenmanagement im Maschinenbau
status: public
supervisor:
- first_name: Iryna
full_name: Mozgova, Iryna
last_name: Mozgova
- first_name: Thomas
full_name: Tröster, Thomas
last_name: Tröster
title: Methodik zum Aufbau einer Entwicklungsumgebung für die datengetriebene Gestaltvorhersage
von Bauteilen
type: dissertation
user_id: '44204'
volume: Volume 2
year: '2026'
...
---
_id: '64820'
abstract:
- lang: eng
text: Political goals, emerging EU sustainability regulations, and industrial digitalization
are driving the introduction of Digital Product Passports (DPPs) to enhance transparency,
traceability, and compliance across product life cycles. However, the appropriate
granularity of DPP integration across product architectures remains ambiguous.
This paper introduces a structured, decision-oriented framework that links product
structure, regulatory relevance, and information depth to define consistent DPP
levels, supporting both industry implementation and future standardization.
author:
- first_name: Katharina
full_name: Rohde, Katharina
id: '70143'
last_name: Rohde
orcid: 0009-0000-5738-7304
- first_name: Finn Lukas
full_name: Budde, Finn Lukas
id: '74585'
last_name: Budde
- first_name: Bárbara
full_name: Patrício, Bárbara
last_name: Patrício
- first_name: Tânia
full_name: Ferreira, Tânia
last_name: Ferreira
- first_name: Ana
full_name: Gonçalves, Ana
last_name: Gonçalves
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Iryna
full_name: Mozgova, Iryna
id: '95903'
last_name: Mozgova
citation:
ama: 'Rohde K, Budde FL, Patrício B, et al. Digital product passports and the challenge
of product structure granularity: A decision-making framework for the level of
DPP integration. In: Proceedings of the Design Society. Vol 6.'
apa: 'Rohde, K., Budde, F. L., Patrício, B., Ferreira, T., Gonçalves, A., Ott, M.,
& Mozgova, I. (n.d.). Digital product passports and the challenge of product
structure granularity: A decision-making framework for the level of DPP integration.
Proceedings of the Design Society, 6.'
bibtex: '@inproceedings{Rohde_Budde_Patrício_Ferreira_Gonçalves_Ott_Mozgova, title={Digital
product passports and the challenge of product structure granularity: A decision-making
framework for the level of DPP integration}, volume={6}, booktitle={Proceedings
of the Design Society}, author={Rohde, Katharina and Budde, Finn Lukas and Patrício,
Bárbara and Ferreira, Tânia and Gonçalves, Ana and Ott, Manuel and Mozgova, Iryna}
}'
chicago: 'Rohde, Katharina, Finn Lukas Budde, Bárbara Patrício, Tânia Ferreira,
Ana Gonçalves, Manuel Ott, and Iryna Mozgova. “Digital Product Passports and the
Challenge of Product Structure Granularity: A Decision-Making Framework for the
Level of DPP Integration.” In Proceedings of the Design Society, Vol. 6,
n.d.'
ieee: 'K. Rohde et al., “Digital product passports and the challenge of product
structure granularity: A decision-making framework for the level of DPP integration,”
in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, vol.
6.'
mla: 'Rohde, Katharina, et al. “Digital Product Passports and the Challenge of Product
Structure Granularity: A Decision-Making Framework for the Level of DPP Integration.”
Proceedings of the Design Society, vol. 6.'
short: 'K. Rohde, F.L. Budde, B. Patrício, T. Ferreira, A. Gonçalves, M. Ott, I.
Mozgova, in: Proceedings of the Design Society, n.d.'
conference:
end_date: 2026-05-21
location: Cavtat, Dubrovnik, Croatia
name: 19th International Design Conference - DESIGN 2026
start_date: 2026-05-18
date_created: 2026-03-03T11:26:07Z
date_updated: 2026-03-03T11:26:11Z
department:
- _id: '741'
intvolume: ' 6'
keyword:
- digital product passport
- product architecture
- circular economy
- information granularity
- decision-making framework
language:
- iso: eng
publication: Proceedings of the Design Society
publication_status: accepted
quality_controlled: '1'
status: public
title: 'Digital product passports and the challenge of product structure granularity:
A decision-making framework for the level of DPP integration'
type: conference
user_id: '70143'
volume: 6
year: '2026'
...
---
_id: '60834'
author:
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Philipp
full_name: Jung, Philipp
last_name: Jung
- first_name: Christian
full_name: Bödger, Christian
id: '93904'
last_name: Bödger
- first_name: Iryna
full_name: Mozgova, Iryna
id: '95903'
last_name: Mozgova
- first_name: Rainer
full_name: Koch, Rainer
last_name: Koch
- first_name: Thomas
full_name: Tröster, Thomas
id: '553'
last_name: Tröster
citation:
ama: 'Ott M, Jung P, Bödger C, Mozgova I, Koch R, Tröster T. Fused Deposition Modeling
and its Extension Through Metal-Filled Filaments as a Means of Self-Help for Individuals
with Physical Disabilities. In: Lachmayer R, Kaierle S, Oel M, eds. Innovative
Produktentwicklung Durch Additive Fertigung. ; 2025:117-127. doi:doi.org/10.1007/978-3-662-69327-8'
apa: Ott, M., Jung, P., Bödger, C., Mozgova, I., Koch, R., & Tröster, T. (2025).
Fused Deposition Modeling and its Extension Through Metal-Filled Filaments as
a Means of Self-Help for Individuals with Physical Disabilities. In R. Lachmayer,
S. Kaierle, & M. Oel (Eds.), Innovative Produktentwicklung durch additive
Fertigung (pp. 117–127). https://doi.org/doi.org/10.1007/978-3-662-69327-8
bibtex: '@inbook{Ott_Jung_Bödger_Mozgova_Koch_Tröster_2025, title={Fused Deposition
Modeling and its Extension Through Metal-Filled Filaments as a Means of Self-Help
for Individuals with Physical Disabilities}, DOI={doi.org/10.1007/978-3-662-69327-8},
booktitle={Innovative Produktentwicklung durch additive Fertigung}, author={Ott,
Manuel and Jung, Philipp and Bödger, Christian and Mozgova, Iryna and Koch, Rainer
and Tröster, Thomas}, editor={Lachmayer, Roland and Kaierle, Stefan and Oel, Marcus},
year={2025}, pages={117–127} }'
chicago: Ott, Manuel, Philipp Jung, Christian Bödger, Iryna Mozgova, Rainer Koch,
and Thomas Tröster. “Fused Deposition Modeling and Its Extension Through Metal-Filled
Filaments as a Means of Self-Help for Individuals with Physical Disabilities.”
In Innovative Produktentwicklung Durch Additive Fertigung, edited by Roland
Lachmayer, Stefan Kaierle, and Marcus Oel, 117–27, 2025. https://doi.org/doi.org/10.1007/978-3-662-69327-8.
ieee: M. Ott, P. Jung, C. Bödger, I. Mozgova, R. Koch, and T. Tröster, “Fused Deposition
Modeling and its Extension Through Metal-Filled Filaments as a Means of Self-Help
for Individuals with Physical Disabilities,” in Innovative Produktentwicklung
durch additive Fertigung, R. Lachmayer, S. Kaierle, and M. Oel, Eds. 2025,
pp. 117–127.
mla: Ott, Manuel, et al. “Fused Deposition Modeling and Its Extension Through Metal-Filled
Filaments as a Means of Self-Help for Individuals with Physical Disabilities.”
Innovative Produktentwicklung Durch Additive Fertigung, edited by Roland
Lachmayer et al., 2025, pp. 117–27, doi:doi.org/10.1007/978-3-662-69327-8.
short: 'M. Ott, P. Jung, C. Bödger, I. Mozgova, R. Koch, T. Tröster, in: R. Lachmayer,
S. Kaierle, M. Oel (Eds.), Innovative Produktentwicklung Durch Additive Fertigung,
2025, pp. 117–127.'
date_created: 2025-07-30T10:31:49Z
date_updated: 2026-02-06T10:46:35Z
department:
- _id: '741'
- _id: '144'
- _id: '149'
doi: doi.org/10.1007/978-3-662-69327-8
editor:
- first_name: Roland
full_name: Lachmayer, Roland
last_name: Lachmayer
- first_name: Stefan
full_name: Kaierle, Stefan
last_name: Kaierle
- first_name: Marcus
full_name: Oel, Marcus
last_name: Oel
language:
- iso: eng
page: 117-127
publication: Innovative Produktentwicklung durch additive Fertigung
publication_identifier:
eisbn:
- 978-3-662-69327-8
publication_status: published
quality_controlled: '1'
status: public
title: Fused Deposition Modeling and its Extension Through Metal-Filled Filaments
as a Means of Self-Help for Individuals with Physical Disabilities
type: book_chapter
user_id: '95903'
year: '2025'
...
---
_id: '64616'
abstract:
- lang: eng
text: The circular economy offers decisive advantages over the currently prevalent
linear economy in industry. Firstly, the reuse of products, individual parts and
material reduces the need for new production or generation and the associated
consumption of energy and resources. Secondly, it helps to avoid the generation
of waste. Early consideration of circular economic principles in product development
processes is essential to specifically promote reuse, reparability and recycling.
Efficient recycling of assemblies requires well-defined strategies. However, various
challenges hinder the efficiency of technical recycling processes in industrial
applications. This paper presents an Ishikawa (fishbone) diagram-based approach
to systematically identify and categorize these influences. The method is implemented
within an industrial framework, highlighting key obstacles such as material composition,
design constraints, use of technology, framework conditions, economic limitations
and regulatory challenges. By applying a scenario analysis, this approach examines
potential future developments and their impact on recycling-oriented design choices.
This helps to identify critical influencing factors and supports the development
of resilient and sustainable industrial practices. This framework will serve as
the foundation for developing an automated approach to circular design, enabling
industries to more effectively integrate sustainability into their processes and
adapt to changing environmental demands.
author:
- first_name: Katharina
full_name: Rohde, Katharina
id: '70143'
last_name: Rohde
orcid: 0009-0000-5738-7304
- first_name: Barbara Fernandez
full_name: Gonzalez, Barbara Fernandez
last_name: Gonzalez
- first_name: Finn Lukas
full_name: Budde, Finn Lukas
id: '74585'
last_name: Budde
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Iryna
full_name: Mozgova, Iryna
id: '95903'
last_name: Mozgova
- first_name: Alain Alonso
full_name: Mendibe, Alain Alonso
last_name: Mendibe
citation:
ama: 'Rohde K, Gonzalez BF, Budde FL, Ott M, Mozgova I, Mendibe AA. Unveiling Barriers
to Recycling with a Focus on Design: An Ishikawa Diagram-Based Approach with Industrial
Application. In: Kohl H, Seliger G, Dietrich F, Campana G, eds. Safe and Sustainable
Value Creation by Design - Proceedings of the 21st Global Conference on Sustainable
Manufacturing. Vol 1. Lecture Notes in Mechanical Engineering. Springer Nature
Switzerland AG.'
apa: 'Rohde, K., Gonzalez, B. F., Budde, F. L., Ott, M., Mozgova, I., & Mendibe,
A. A. (n.d.). Unveiling Barriers to Recycling with a Focus on Design: An Ishikawa
Diagram-Based Approach with Industrial Application. In H. Kohl, G. Seliger, F.
Dietrich, & G. Campana (Eds.), Safe and Sustainable Value Creation by Design
- Proceedings of the 21st Global Conference on Sustainable Manufacturing (Vol.
1). Springer Nature Switzerland AG.'
bibtex: '@inproceedings{Rohde_Gonzalez_Budde_Ott_Mozgova_Mendibe, series={Lecture
Notes in Mechanical Engineering}, title={Unveiling Barriers to Recycling with
a Focus on Design: An Ishikawa Diagram-Based Approach with Industrial Application},
volume={1}, booktitle={Safe and Sustainable Value Creation by Design - Proceedings
of the 21st Global Conference on Sustainable Manufacturing}, publisher={Springer
Nature Switzerland AG}, author={Rohde, Katharina and Gonzalez, Barbara Fernandez
and Budde, Finn Lukas and Ott, Manuel and Mozgova, Iryna and Mendibe, Alain Alonso},
editor={Kohl, Holger and Seliger, Günther and Dietrich, Franz and Campana, Giampaolo},
collection={Lecture Notes in Mechanical Engineering} }'
chicago: 'Rohde, Katharina, Barbara Fernandez Gonzalez, Finn Lukas Budde, Manuel
Ott, Iryna Mozgova, and Alain Alonso Mendibe. “Unveiling Barriers to Recycling
with a Focus on Design: An Ishikawa Diagram-Based Approach with Industrial Application.”
In Safe and Sustainable Value Creation by Design - Proceedings of the 21st
Global Conference on Sustainable Manufacturing, edited by Holger Kohl, Günther
Seliger, Franz Dietrich, and Giampaolo Campana, Vol. 1. Lecture Notes in Mechanical
Engineering. Springer Nature Switzerland AG, n.d.'
ieee: 'K. Rohde, B. F. Gonzalez, F. L. Budde, M. Ott, I. Mozgova, and A. A. Mendibe,
“Unveiling Barriers to Recycling with a Focus on Design: An Ishikawa Diagram-Based
Approach with Industrial Application,” in Safe and Sustainable Value Creation
by Design - Proceedings of the 21st Global Conference on Sustainable Manufacturing,
Bologna, Italy, vol. 1.'
mla: 'Rohde, Katharina, et al. “Unveiling Barriers to Recycling with a Focus on
Design: An Ishikawa Diagram-Based Approach with Industrial Application.” Safe
and Sustainable Value Creation by Design - Proceedings of the 21st Global Conference
on Sustainable Manufacturing, edited by Holger Kohl et al., vol. 1, Springer
Nature Switzerland AG.'
short: 'K. Rohde, B.F. Gonzalez, F.L. Budde, M. Ott, I. Mozgova, A.A. Mendibe, in:
H. Kohl, G. Seliger, F. Dietrich, G. Campana (Eds.), Safe and Sustainable Value
Creation by Design - Proceedings of the 21st Global Conference on Sustainable
Manufacturing, Springer Nature Switzerland AG, n.d.'
conference:
end_date: 2025-09-12
location: Bologna, Italy
name: 21st Global Conference on Sustainable Manufacturing (GCSM 2025)
start_date: 2025-09-10
date_created: 2026-02-24T13:36:06Z
date_updated: 2026-02-24T14:05:50Z
ddc:
- '620'
department:
- _id: '741'
editor:
- first_name: Holger
full_name: Kohl, Holger
last_name: Kohl
- first_name: Günther
full_name: Seliger, Günther
last_name: Seliger
- first_name: Franz
full_name: Dietrich, Franz
last_name: Dietrich
- first_name: Giampaolo
full_name: Campana, Giampaolo
last_name: Campana
file:
- access_level: closed
content_type: application/pdf
creator: kathiroh
date_created: 2026-02-24T13:33:47Z
date_updated: 2026-02-24T13:33:47Z
file_id: '64617'
file_name: GCSM_2025_Rohde_updated.pdf
file_size: 333257
relation: main_file
success: 1
file_date_updated: 2026-02-24T13:33:47Z
has_accepted_license: '1'
intvolume: ' 1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: Safe and Sustainable Value Creation by Design - Proceedings of the 21st
Global Conference on Sustainable Manufacturing
publication_status: inpress
publisher: Springer Nature Switzerland AG
quality_controlled: '1'
series_title: Lecture Notes in Mechanical Engineering
status: public
title: 'Unveiling Barriers to Recycling with a Focus on Design: An Ishikawa Diagram-Based
Approach with Industrial Application'
type: conference
user_id: '70143'
volume: 1
year: '2025'
...
---
_id: '64611'
abstract:
- lang: ger
text: "Für die Aufrechterhaltung der natürlichen Ressourcen ist eine effiziente
Nutzung dieser essenziell. Vor diesem Hintergrund untersucht das vorliegende Paper
die Rolle der Kreislaufwirtschaft als wegweisendes Wirtschaftsmodell, das von
der Europäischen Union gefördert wird. Ziel der Kreislaufwirtschaft ist es, den
Ressourcenverbrauch und die Abfallproduktion zu minimieren, indem ein kontinuierlicher
Kreislauf aus Nutzung, Wiederverwendung und Recycling von Materialien geschaffen
wird. \r\nEin zentraler Aspekt dabei ist der Produktentwicklungsprozess (PEP)
- ein vielschichtiger Prozess mit zahlreichen Einflussfaktoren und theoretisch
unbegrenzten Gestaltungsmöglichkeiten. Diese Vielfalt führt jedoch zu erheblichen
Entscheidungsunsicherheiten, die die Umsetzung von Kreislaufwirtschaftsprinzipien
erschweren können. Um diese Herausforderungen zu adressieren, wird ein methodischer
Prozess vorgestellt, der eine systematische Klassifizierung im Zusammenhang mit
umliegenden Bauteilen ermöglicht. Die Methodik basiert auf einer strukturierten
Bewertung von Bauteilen hinsichtlich ihrer Relevanz für die Kreislaufwirtschaft.
Dabei werden zentrale Aspekte wie Wiederverwendbarkeit, Recyclingfähigkeit und
Ressourceneffizienz berücksichtigt, darunter: \r\n•\tHandelt es sich um ein Gebrauchs-
oder Verbrauchsprodukt?\r\n•\tIst das Bauteil eine Wiederverwendung oder eine
Neufertigung?\r\n•\tIst das Bauteil standardisiert, zugekauft oder individuell
ausgerichtet?\r\n•\tWelche primäre Funktion nimmt das Bauteil ein?\r\nDiese strukturierte
Klassifizierung unterstützt die Entscheidungsfindung bereits früh im PEP. Sie
ermöglicht es Produktentwickelnden, Potenziale für die Kreislaufwirtschaft frühzeitig
zu erkennen und gezielt nachhaltige Maßnahmen zu ergreifen.\r\nDie entwickelte
Methodik bildet somit eine Grundlage für die Integration kreislaufwirtschaftlicher
Prinzipien in den Entwicklungsprozess. Insbesondere im Kontext moderner Anforderungen
des Mobility Management zeigt sich ihr Potenzial, nachhaltige Innovationen gezielt
zu fördern und die Umsetzung der Kreislaufwirtschaft in der industriellen Praxis
zu erleichtern."
author:
- first_name: Katharina
full_name: Rohde, Katharina
id: '70143'
last_name: Rohde
orcid: 0009-0000-5738-7304
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Finn Lukas
full_name: Budde, Finn Lukas
id: '74585'
last_name: Budde
- first_name: Iryna
full_name: Mozgova, Iryna
id: '95903'
last_name: Mozgova
citation:
ama: 'Rohde K, Ott M, Budde FL, Mozgova I. Optimierung modularer Produkte für die
Mobilität: Ein Klassifizierungsrahmen für zirkuläre Produkte. In: Proff H, ed.
Solving Conflicts on the Way to Sustainable Mobility: Technische und betriebswirtschaftliche
Aspekte. Springer Nature Meteor.'
apa: 'Rohde, K., Ott, M., Budde, F. L., & Mozgova, I. (n.d.). Optimierung modularer
Produkte für die Mobilität: Ein Klassifizierungsrahmen für zirkuläre Produkte.
In H. Proff (Ed.), Solving Conflicts on the Way to Sustainable Mobility: Technische
und betriebswirtschaftliche Aspekte. Springer Nature Meteor.'
bibtex: '@inproceedings{Rohde_Ott_Budde_Mozgova, title={Optimierung modularer Produkte
für die Mobilität: Ein Klassifizierungsrahmen für zirkuläre Produkte}, booktitle={Solving
Conflicts on the Way to Sustainable Mobility: Technische und betriebswirtschaftliche
Aspekte}, publisher={Springer Nature Meteor}, author={Rohde, Katharina and Ott,
Manuel and Budde, Finn Lukas and Mozgova, Iryna}, editor={Proff, Heike} }'
chicago: 'Rohde, Katharina, Manuel Ott, Finn Lukas Budde, and Iryna Mozgova. “Optimierung
modularer Produkte für die Mobilität: Ein Klassifizierungsrahmen für zirkuläre
Produkte.” In Solving Conflicts on the Way to Sustainable Mobility: Technische
und betriebswirtschaftliche Aspekte, edited by Heike Proff. Springer Nature
Meteor, n.d.'
ieee: 'K. Rohde, M. Ott, F. L. Budde, and I. Mozgova, “Optimierung modularer Produkte
für die Mobilität: Ein Klassifizierungsrahmen für zirkuläre Produkte,” in Solving
Conflicts on the Way to Sustainable Mobility: Technische und betriebswirtschaftliche
Aspekte, Duisburg.'
mla: 'Rohde, Katharina, et al. “Optimierung modularer Produkte für die Mobilität:
Ein Klassifizierungsrahmen für zirkuläre Produkte.” Solving Conflicts on the
Way to Sustainable Mobility: Technische und betriebswirtschaftliche Aspekte,
edited by Heike Proff, Springer Nature Meteor.'
short: 'K. Rohde, M. Ott, F.L. Budde, I. Mozgova, in: H. Proff (Ed.), Solving Conflicts
on the Way to Sustainable Mobility: Technische und betriebswirtschaftliche Aspekte,
Springer Nature Meteor, n.d.'
conference:
location: Duisburg
name: 17. Wissenschaftsforum Mobilität
start_date: 2025-05-15
date_created: 2026-02-24T12:40:57Z
date_updated: 2026-03-03T11:21:06Z
ddc:
- '620'
department:
- _id: '741'
editor:
- first_name: Heike
full_name: Proff, Heike
last_name: Proff
has_accepted_license: '1'
language:
- iso: ger
main_file_link:
- open_access: '1'
oa: '1'
publication: 'Solving Conflicts on the Way to Sustainable Mobility: Technische und
betriebswirtschaftliche Aspekte'
publication_status: inpress
publisher: Springer Nature Meteor
quality_controlled: '1'
status: public
title: 'Optimierung modularer Produkte für die Mobilität: Ein Klassifizierungsrahmen
für zirkuläre Produkte'
type: conference
user_id: '70143'
year: '2025'
...
---
_id: '46451'
abstract:
- lang: eng
text: 'New technologies and materials carry significant potential for sustainable
production and use of products. As an example, Additive Manufacturing technologies
and materials promise lightweight design and energy efficient use of parts. Exhausting
the full potential requires: a) consideration of uncertainties with respect to
future capabilities, and b) upgradeable design guidelines to cover advancements
consistently. The proposed approach merges concepts of Design-for-X with foresight
algorithms of Scenario-Technique to derive actionable knowledge. It is validated
by an application in the field of Additive Manufacturing, namely Metal Fused Deposition
Modelling. Engineers benefit from the intuitive access to heterogeneous types
of sustainability related information.'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Iryna
full_name: Mozgova, Iryna
id: '95903'
last_name: Mozgova
- first_name: Jens
full_name: Pottebaum, Jens
id: '405'
last_name: Pottebaum
orcid: http://orcid.org/0000-0001-8778-2989
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Philipp
full_name: Jung, Philipp
last_name: Jung
- first_name: Philipp
full_name: Hesse, Philipp
id: '60633'
last_name: Hesse
citation:
ama: 'Gräßler I, Mozgova I, Pottebaum J, Ott M, Jung P, Hesse P. Handling of uncertainties
in the design of sustainable Additive Manufacturing products by merging Design-for-X
and Scenario-Technique. In: 17th CIRP Conference on Intelligent Computation
in Manufacturing Engineering. Vol 126. Procedia CIRP. Elsevier; 2024:549-554.
doi:10.1016/j.procir.2024.08.238'
apa: Gräßler, I., Mozgova, I., Pottebaum, J., Ott, M., Jung, P., & Hesse, P.
(2024). Handling of uncertainties in the design of sustainable Additive Manufacturing
products by merging Design-for-X and Scenario-Technique. 17th CIRP Conference
on Intelligent Computation in Manufacturing Engineering, 126, 549–554.
https://doi.org/10.1016/j.procir.2024.08.238
bibtex: '@inproceedings{Gräßler_Mozgova_Pottebaum_Ott_Jung_Hesse_2024, series={Procedia
CIRP}, title={Handling of uncertainties in the design of sustainable Additive
Manufacturing products by merging Design-for-X and Scenario-Technique}, volume={126},
DOI={10.1016/j.procir.2024.08.238},
booktitle={17th CIRP Conference on Intelligent Computation in Manufacturing Engineering},
publisher={Elsevier}, author={Gräßler, Iris and Mozgova, Iryna and Pottebaum,
Jens and Ott, Manuel and Jung, Philipp and Hesse, Philipp}, year={2024}, pages={549–554},
collection={Procedia CIRP} }'
chicago: Gräßler, Iris, Iryna Mozgova, Jens Pottebaum, Manuel Ott, Philipp Jung,
and Philipp Hesse. “Handling of Uncertainties in the Design of Sustainable Additive
Manufacturing Products by Merging Design-for-X and Scenario-Technique.” In 17th
CIRP Conference on Intelligent Computation in Manufacturing Engineering, 126:549–54.
Procedia CIRP. Elsevier, 2024. https://doi.org/10.1016/j.procir.2024.08.238.
ieee: 'I. Gräßler, I. Mozgova, J. Pottebaum, M. Ott, P. Jung, and P. Hesse, “Handling
of uncertainties in the design of sustainable Additive Manufacturing products
by merging Design-for-X and Scenario-Technique,” in 17th CIRP Conference on
Intelligent Computation in Manufacturing Engineering, Gulf of Naples, 2024,
vol. 126, pp. 549–554, doi: 10.1016/j.procir.2024.08.238.'
mla: Gräßler, Iris, et al. “Handling of Uncertainties in the Design of Sustainable
Additive Manufacturing Products by Merging Design-for-X and Scenario-Technique.”
17th CIRP Conference on Intelligent Computation in Manufacturing Engineering,
vol. 126, Elsevier, 2024, pp. 549–54, doi:10.1016/j.procir.2024.08.238.
short: 'I. Gräßler, I. Mozgova, J. Pottebaum, M. Ott, P. Jung, P. Hesse, in: 17th
CIRP Conference on Intelligent Computation in Manufacturing Engineering, Elsevier,
2024, pp. 549–554.'
conference:
end_date: 2023-07-14
location: Gulf of Naples
name: 17th CIRP Conference on Intelligent Computation in Manufacturing Engineering
start_date: 2023-07-11
date_created: 2023-08-08T07:42:04Z
date_updated: 2024-11-21T10:13:30Z
department:
- _id: '152'
- _id: '741'
doi: 10.1016/j.procir.2024.08.238
intvolume: ' 126'
keyword:
- Design-for-X
- Scenario-Technique
- sustainability
- uncertainty
- Life-Cycle Engineering
- Additive Manufacturing
- Circular Economy
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 549-554
project:
- _id: '519'
name: 'BIKINI: BIKINI - Bionik und KI für nachhaltige Integration von Produktentwicklung
für einen ressourceneffizienten Leichtbau'
publication: 17th CIRP Conference on Intelligent Computation in Manufacturing Engineering
publication_status: published
publisher: Elsevier
quality_controlled: '1'
series_title: Procedia CIRP
status: public
title: Handling of uncertainties in the design of sustainable Additive Manufacturing
products by merging Design-for-X and Scenario-Technique
type: conference
user_id: '405'
volume: 126
year: '2024'
...
---
_id: '57182'
abstract:
- lang: eng
text: 'Generative design suggestions and topology optimizations can help to reduce
iterative process loops between calculation and design departments during product
development processes. However, precise topology optimizations are computationally
intensive, while generative designs benefit from swift suggestions to address
design problems efficiently. Using artificial neural networks (ANN) can address
this contrast of pre-defined aims by predicting topology-optimized designs, thereby
combining both advantageous features. However, a challenge in Mass Customization
is, that ANN are usually trained on specific geometries, making transfer to other
applications impractical or requiring the creation of new datasets, which is economically
unfeasible. Authors have already demonstrated a solution in other publications:
dividing a geometry into geometric primitives like cuboids to perform abstraction.
An ANN can then be trained to recognize optimized cuboids, which can be assembled
back into a complete geometry, comparable to the finite element methods, which
divide geometries of parts in finite elements enable mechanical property calculation.
This publication aims to illustrate the steps of the approach in which the complete
geometry of a part is segmented into these primitives, and the benefits obtained.
Various methods will be explored, including automated workflows on modern low-code
platforms, to enable generalized use.'
author:
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Niclas
full_name: Meihöfener, Niclas
id: '38611'
last_name: Meihöfener
- first_name: Iryna
full_name: Mozgova, Iryna
id: '95903'
last_name: Mozgova
citation:
ama: 'Ott M, Meihöfener N, Mozgova I. An approach to use generic data sets for neural
networks in product designs through geometric abstraction via primitives. In:
Anisic Z, Forza C, eds. Proceedings of the 11. Conference on Mass Customization
and Personalization (MCP). Faculty of Technical Science, Department of Industrial
Engineering and Management ; 2024.'
apa: Ott, M., Meihöfener, N., & Mozgova, I. (2024). An approach to use generic
data sets for neural networks in product designs through geometric abstraction
via primitives. In Z. Anisic & C. Forza (Eds.), Proceedings of the 11.
Conference on Mass Customization and Personalization (MCP). Faculty of Technical
Science, Department of Industrial Engineering and Management .
bibtex: '@inproceedings{Ott_Meihöfener_Mozgova_2024, place={Novi Sad, Serbia}, title={An
approach to use generic data sets for neural networks in product designs through
geometric abstraction via primitives}, booktitle={Proceedings of the 11. Conference
on Mass Customization and Personalization (MCP)}, publisher={Faculty of Technical
Science, Department of Industrial Engineering and Management }, author={Ott, Manuel
and Meihöfener, Niclas and Mozgova, Iryna}, editor={Anisic, Zoran and Forza,
Cipriano}, year={2024} }'
chicago: 'Ott, Manuel, Niclas Meihöfener, and Iryna Mozgova. “An Approach to Use
Generic Data Sets for Neural Networks in Product Designs through Geometric Abstraction
via Primitives.” In Proceedings of the 11. Conference on Mass Customization
and Personalization (MCP), edited by Zoran Anisic and Cipriano Forza. Novi
Sad, Serbia: Faculty of Technical Science, Department of Industrial Engineering
and Management , 2024.'
ieee: M. Ott, N. Meihöfener, and I. Mozgova, “An approach to use generic data sets
for neural networks in product designs through geometric abstraction via primitives,”
in Proceedings of the 11. Conference on Mass Customization and Personalization
(MCP), Novi Sad, Serbia, 2024.
mla: Ott, Manuel, et al. “An Approach to Use Generic Data Sets for Neural Networks
in Product Designs through Geometric Abstraction via Primitives.” Proceedings
of the 11. Conference on Mass Customization and Personalization (MCP), edited
by Zoran Anisic and Cipriano Forza, Faculty of Technical Science, Department
of Industrial Engineering and Management , 2024.
short: 'M. Ott, N. Meihöfener, I. Mozgova, in: Z. Anisic, C. Forza (Eds.), Proceedings
of the 11. Conference on Mass Customization and Personalization (MCP), Faculty
of Technical Science, Department of Industrial Engineering and Management , Novi
Sad, Serbia, 2024.'
conference:
end_date: 2024-09-27
location: Novi Sad, Serbia
name: 11. Conference on Mass Customization and Personalization (MCP)
start_date: 2024-09-24
date_created: 2024-11-18T10:20:34Z
date_updated: 2024-11-28T06:45:13Z
department:
- _id: '741'
- _id: '144'
editor:
- first_name: 'Zoran '
full_name: 'Anisic, Zoran '
last_name: Anisic
- first_name: Cipriano
full_name: Forza, Cipriano
last_name: Forza
language:
- iso: eng
place: Novi Sad, Serbia
publication: Proceedings of the 11. Conference on Mass Customization and Personalization
(MCP)
publication_identifier:
isbn:
- 978-86-6022-686-2
publication_status: published
publisher: 'Faculty of Technical Science, Department of Industrial Engineering and
Management '
status: public
title: An approach to use generic data sets for neural networks in product designs
through geometric abstraction via primitives
type: conference
user_id: '44204'
year: '2024'
...
---
_id: '52696'
alternative_title:
- Projektbericht
author:
- first_name: Anne
full_name: Kruse, Anne
id: '55833'
last_name: Kruse
- first_name: Laura
full_name: Müller, Laura
id: '44605'
last_name: Müller
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Rainer
full_name: Koch, Rainer
last_name: Koch
- first_name: Joachim
full_name: Hügel, Joachim
last_name: Hügel
- first_name: Florian
full_name: Finke, Florian
last_name: Finke
- first_name: Stephan
full_name: Winter, Stephan
last_name: Winter
- first_name: Thomas
full_name: Gust, Thomas
last_name: Gust
citation:
ama: 'Kruse A, Müller L, Ott M, et al. proDruck 3D-Druck – Technologie der Industrie
4.0 – als Mittel der Inklusion für Menschen mit Behinderungen in die Arbeitswelt.
In: Personennahe Dienstleistungen der Zukunft. Springer Fachmedien Wiesbaden;
2023. doi:10.1007/978-3-658-38813-3_16'
apa: Kruse, A., Müller, L., Ott, M., Koch, R., Hügel, J., Finke, F., Winter, S.,
& Gust, T. (2023). proDruck 3D-Druck – Technologie der Industrie 4.0 – als
Mittel der Inklusion für Menschen mit Behinderungen in die Arbeitswelt. In Personennahe
Dienstleistungen der Zukunft. Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-38813-3_16
bibtex: '@inbook{Kruse_Müller_Ott_Koch_Hügel_Finke_Winter_Gust_2023, place={Wiesbaden},
title={proDruck 3D-Druck – Technologie der Industrie 4.0 – als Mittel der Inklusion
für Menschen mit Behinderungen in die Arbeitswelt}, DOI={10.1007/978-3-658-38813-3_16},
booktitle={Personennahe Dienstleistungen der Zukunft}, publisher={Springer Fachmedien
Wiesbaden}, author={Kruse, Anne and Müller, Laura and Ott, Manuel and Koch, Rainer
and Hügel, Joachim and Finke, Florian and Winter, Stephan and Gust, Thomas}, year={2023}
}'
chicago: 'Kruse, Anne, Laura Müller, Manuel Ott, Rainer Koch, Joachim Hügel, Florian
Finke, Stephan Winter, and Thomas Gust. “proDruck 3D-Druck – Technologie der Industrie
4.0 – als Mittel der Inklusion für Menschen mit Behinderungen in die Arbeitswelt.”
In Personennahe Dienstleistungen der Zukunft. Wiesbaden: Springer Fachmedien
Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-38813-3_16.'
ieee: 'A. Kruse et al., “proDruck 3D-Druck – Technologie der Industrie 4.0
– als Mittel der Inklusion für Menschen mit Behinderungen in die Arbeitswelt,”
in Personennahe Dienstleistungen der Zukunft, Wiesbaden: Springer Fachmedien
Wiesbaden, 2023.'
mla: Kruse, Anne, et al. “proDruck 3D-Druck – Technologie der Industrie 4.0 – als
Mittel der Inklusion für Menschen mit Behinderungen in die Arbeitswelt.” Personennahe
Dienstleistungen der Zukunft, Springer Fachmedien Wiesbaden, 2023, doi:10.1007/978-3-658-38813-3_16.
short: 'A. Kruse, L. Müller, M. Ott, R. Koch, J. Hügel, F. Finke, S. Winter, T.
Gust, in: Personennahe Dienstleistungen der Zukunft, Springer Fachmedien Wiesbaden,
Wiesbaden, 2023.'
date_created: 2024-03-21T08:38:06Z
date_updated: 2024-03-21T08:58:24Z
doi: 10.1007/978-3-658-38813-3_16
language:
- iso: ger
place: Wiesbaden
publication: Personennahe Dienstleistungen der Zukunft
publication_identifier:
isbn:
- '9783658388126'
- '9783658388133'
issn:
- 2366-1127
- 2366-1135
publication_status: published
publisher: Springer Fachmedien Wiesbaden
status: public
title: proDruck 3D-Druck – Technologie der Industrie 4.0 – als Mittel der Inklusion
für Menschen mit Behinderungen in die Arbeitswelt
type: book_chapter
user_id: '44605'
year: '2023'
...
---
_id: '52698'
author:
- first_name: Anne
full_name: Kruse, Anne
id: '55833'
last_name: Kruse
- first_name: Laura
full_name: Müller, Laura
id: '44605'
last_name: Müller
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Philipp
full_name: Jung, Philipp
last_name: Jung
- first_name: Rainer
full_name: Koch, Rainer
last_name: Koch
- first_name: Joachim
full_name: Hügel, Joachim
last_name: Hügel
- first_name: Florian
full_name: Finke, Florian
last_name: Finke
- first_name: Stephan
full_name: Winter, Stephan
last_name: Winter
- first_name: Thomas
full_name: Gust, Thomas
last_name: Gust
citation:
ama: 'Kruse A, Müller L, Ott M, et al. 3D-Druck – Eine Technologie als Schlüssel
zur Steigerung der Teilhabe. In: Personennahe Dienstleistungen der Zukunft.
Springer Fachmedien Wiesbaden; 2023. doi:10.1007/978-3-658-38813-3_7'
apa: Kruse, A., Müller, L., Ott, M., Jung, P., Koch, R., Hügel, J., Finke, F., Winter,
S., & Gust, T. (2023). 3D-Druck – Eine Technologie als Schlüssel zur Steigerung
der Teilhabe. In Personennahe Dienstleistungen der Zukunft. Springer Fachmedien
Wiesbaden. https://doi.org/10.1007/978-3-658-38813-3_7
bibtex: '@inbook{Kruse_Müller_Ott_Jung_Koch_Hügel_Finke_Winter_Gust_2023, place={Wiesbaden},
title={3D-Druck – Eine Technologie als Schlüssel zur Steigerung der Teilhabe},
DOI={10.1007/978-3-658-38813-3_7},
booktitle={Personennahe Dienstleistungen der Zukunft}, publisher={Springer Fachmedien
Wiesbaden}, author={Kruse, Anne and Müller, Laura and Ott, Manuel and Jung, Philipp
and Koch, Rainer and Hügel, Joachim and Finke, Florian and Winter, Stephan and
Gust, Thomas}, year={2023} }'
chicago: 'Kruse, Anne, Laura Müller, Manuel Ott, Philipp Jung, Rainer Koch, Joachim
Hügel, Florian Finke, Stephan Winter, and Thomas Gust. “3D-Druck – Eine Technologie
als Schlüssel zur Steigerung der Teilhabe.” In Personennahe Dienstleistungen
der Zukunft. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-38813-3_7.'
ieee: 'A. Kruse et al., “3D-Druck – Eine Technologie als Schlüssel zur Steigerung
der Teilhabe,” in Personennahe Dienstleistungen der Zukunft, Wiesbaden:
Springer Fachmedien Wiesbaden, 2023.'
mla: Kruse, Anne, et al. “3D-Druck – Eine Technologie als Schlüssel zur Steigerung
der Teilhabe.” Personennahe Dienstleistungen der Zukunft, Springer Fachmedien
Wiesbaden, 2023, doi:10.1007/978-3-658-38813-3_7.
short: 'A. Kruse, L. Müller, M. Ott, P. Jung, R. Koch, J. Hügel, F. Finke, S. Winter,
T. Gust, in: Personennahe Dienstleistungen der Zukunft, Springer Fachmedien Wiesbaden,
Wiesbaden, 2023.'
date_created: 2024-03-21T09:08:27Z
date_updated: 2024-03-21T09:12:24Z
doi: 10.1007/978-3-658-38813-3_7
language:
- iso: ger
place: Wiesbaden
publication: Personennahe Dienstleistungen der Zukunft
publication_identifier:
isbn:
- '9783658388126'
- '9783658388133'
issn:
- 2366-1127
- 2366-1135
publication_status: published
publisher: Springer Fachmedien Wiesbaden
status: public
title: 3D-Druck – Eine Technologie als Schlüssel zur Steigerung der Teilhabe
type: book_chapter
user_id: '44605'
year: '2023'
...
---
_id: '46957'
abstract:
- lang: eng
text: Modern companies often face various challenges in concept development of products
or systems. Design engineers prepare initial concepts as 3D models. These are
then simulated by computational engineers. If requirements are not met, this necessitates
an iterative process that runs between the design and computation departments
until a valid concept is created. Design methods such as topology optimization
are often used here. The upcoming result is then attempted to be adapted to certain
manufacturing processes. These iteration loops can sometimes take a very long
time, since the model construction and structural optimization generate large
computational efforts. The present work shows on an example a methodical approach,
which represents a first proof of concept, to solving this problem, including
a description of methods and techniques, as well as possible problems in a detailed
analysis concerning training data for neural networks and their abstraction capabilities.
It is evident that additional research work needs to be conducted for further
utilization in order to address all arising questions.
author:
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Niclas
full_name: Meihöfener, Niclas
id: '38611'
last_name: Meihöfener
- first_name: Iryna
full_name: Mozgova, Iryna
id: '95903'
last_name: Mozgova
citation:
ama: 'Ott M, Meihöfener N, Mozgova I. Methodical Approach to Reducing Design Time
by using Neural Networks in Early Stages of Concept Development. In: Ott M, ed.
Proceedings of the 34rd Annual International Solid Freeform Fabrication Symposium
2023. ; 2023.'
apa: Ott, M., Meihöfener, N., & Mozgova, I. (2023). Methodical Approach to Reducing
Design Time by using Neural Networks in Early Stages of Concept Development. In
M. Ott (Ed.), Proceedings of the 34rd Annual International Solid Freeform Fabrication
Symposium 2023.
bibtex: '@inproceedings{Ott_Meihöfener_Mozgova_2023, place={Austin, Texas, United
States}, title={Methodical Approach to Reducing Design Time by using Neural Networks
in Early Stages of Concept Development}, booktitle={Proceedings of the 34rd Annual
International Solid Freeform Fabrication Symposium 2023}, author={Ott, Manuel
and Meihöfener, Niclas and Mozgova, Iryna}, editor={Ott, Manuel}, year={2023}
}'
chicago: Ott, Manuel, Niclas Meihöfener, and Iryna Mozgova. “Methodical Approach
to Reducing Design Time by Using Neural Networks in Early Stages of Concept Development.”
In Proceedings of the 34rd Annual International Solid Freeform Fabrication
Symposium 2023, edited by Manuel Ott. Austin, Texas, United States, 2023.
ieee: M. Ott, N. Meihöfener, and I. Mozgova, “Methodical Approach to Reducing Design
Time by using Neural Networks in Early Stages of Concept Development,” in Proceedings
of the 34rd Annual International Solid Freeform Fabrication Symposium 2023,
Austin, Texas, United States, 2023.
mla: Ott, Manuel, et al. “Methodical Approach to Reducing Design Time by Using Neural
Networks in Early Stages of Concept Development.” Proceedings of the 34rd Annual
International Solid Freeform Fabrication Symposium 2023, edited by Manuel
Ott, 2023.
short: 'M. Ott, N. Meihöfener, I. Mozgova, in: M. Ott (Ed.), Proceedings of the
34rd Annual International Solid Freeform Fabrication Symposium 2023, Austin, Texas,
United States, 2023.'
conference:
end_date: 2023-08-16
location: Austin, Texas, United States
name: Solid Freeform Fabrication Symposium 2023
start_date: 2023-08-14
date_created: 2023-09-11T12:12:50Z
date_updated: 2023-09-18T06:12:51Z
department:
- _id: '741'
- _id: '144'
editor:
- first_name: Manuel
full_name: Ott, Manuel
last_name: Ott
language:
- iso: eng
place: Austin, Texas, United States
publication: Proceedings of the 34rd Annual International Solid Freeform Fabrication
Symposium 2023
quality_controlled: '1'
status: public
title: Methodical Approach to Reducing Design Time by using Neural Networks in Early
Stages of Concept Development
type: conference
user_id: '44204'
year: '2023'
...
---
_id: '36866'
abstract:
- lang: ger
text: "Die additive Fertigung bietet die Möglichkeit, digitale Prototypen dank der\r\nBesonderheit
der werkzeuglosen Fertigung schnellstmöglich in reale Strukturen\r\numzusetzen.
Dieses Verfahren kann jedoch nur dann mit optimaler Geschwindigkeit\r\ngenutzt
werden, wenn Engpässe wirksam vermieden werden können. Einer dieser\r\nEngpässe
ist der Konstruktionsprozess. Gerade im Bereich der additiven Fertigung\r\nsind
in letzter Zeit immer leistungsfähigere Softwarelösungen erschienen, die das\r\nDesign
für die additive Fertigung, einschließlich der meisten Computer-Aided-Design\r\n(CAD)-Aufgaben,
beschleunigen. In vielen Bereichen wird daher bereits versucht, so\r\nviele Schritte
wie möglich zu automatisieren, nicht selten unter Verwendung\r\nneuronaler Netze
und künstlicher Intelligenz. Dieser Beitrag zeigt am Beispiel einer\r\nautomatisierten
Strukturoptimierung eines Stuhls, warum das Nutzen neuronaler\r\nNetze im Konstruktionsprozess
sinnvoll ist, um die Bereiche der konventionellen\r\nTopologieoptimierung und
des Generative Design weiter zu verknüpfen und somit die\r\nProduktentwicklungszeit
zu reduzieren."
author:
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Niclas
full_name: Meihöfener, Niclas
last_name: Meihöfener
- first_name: Rainer
full_name: Koch, Rainer
last_name: Koch
citation:
ama: 'Ott M, Meihöfener N, Koch R. Neuronale Netze in der Konstruktion zur Ausschöpfung
der Potentiale additiver Fertigungstechnologien. In: Deutscher Verband für Materialforschung
und -prüfung e.V. , ed. Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv
gefertigte Bauteile und Strukturen. Vol 7. Bericht 407 - 7. Tagung des DVM-Arbeitskreises
Additiv gefertigte Bauteile und Strukturen. ; 2022:91-106. doi:10.48447/ADD-2022-014'
apa: Ott, M., Meihöfener, N., & Koch, R. (2022). Neuronale Netze in der Konstruktion
zur Ausschöpfung der Potentiale additiver Fertigungstechnologien. In Deutscher
Verband für Materialforschung und -prüfung e.V. (Ed.), Bericht 407 - 7. Tagung
des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen (Vol. 7,
pp. 91–106). https://doi.org/10.48447/ADD-2022-014
bibtex: '@inproceedings{Ott_Meihöfener_Koch_2022, place={Berlin}, series={Bericht
407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen},
title={Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver
Fertigungstechnologien}, volume={7}, DOI={10.48447/ADD-2022-014},
booktitle={Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile
und Strukturen}, author={Ott, Manuel and Meihöfener, Niclas and Koch, Rainer},
editor={Deutscher Verband für Materialforschung und -prüfung e.V. }, year={2022},
pages={91–106}, collection={Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv
gefertigte Bauteile und Strukturen} }'
chicago: Ott, Manuel, Niclas Meihöfener, and Rainer Koch. “Neuronale Netze in der
Konstruktion zur Ausschöpfung der Potentiale additiver Fertigungstechnologien.”
In Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile
und Strukturen, edited by Deutscher Verband für Materialforschung und -prüfung
e.V. , 7:91–106. Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte
Bauteile und Strukturen. Berlin, 2022. https://doi.org/10.48447/ADD-2022-014.
ieee: 'M. Ott, N. Meihöfener, and R. Koch, “Neuronale Netze in der Konstruktion
zur Ausschöpfung der Potentiale additiver Fertigungstechnologien,” in Bericht
407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen,
Berlin, 2022, vol. 7, pp. 91–106, doi: 10.48447/ADD-2022-014.'
mla: Ott, Manuel, et al. “Neuronale Netze in der Konstruktion zur Ausschöpfung der
Potentiale additiver Fertigungstechnologien.” Bericht 407 - 7. Tagung des DVM-Arbeitskreises
Additiv gefertigte Bauteile und Strukturen, edited by Deutscher Verband für
Materialforschung und -prüfung e.V. , vol. 7, 2022, pp. 91–106, doi:10.48447/ADD-2022-014.
short: 'M. Ott, N. Meihöfener, R. Koch, in: Deutscher Verband für Materialforschung
und -prüfung e.V. (Ed.), Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv
gefertigte Bauteile und Strukturen, Berlin, 2022, pp. 91–106.'
conference:
end_date: 2022-11-09
location: Berlin
name: 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen
start_date: 2022-11-08
corporate_editor:
- 'Deutscher Verband für Materialforschung und -prüfung e.V. '
date_created: 2023-01-16T08:42:28Z
date_updated: 2023-01-18T08:52:56Z
department:
- _id: '741'
- _id: '144'
doi: 10.48447/ADD-2022-014
intvolume: ' 7'
jel:
- L74
keyword:
- Künstliche Intelligenz
- Neuronale Netze
- 3D-Druck
- Design for Additive Manufacturing
language:
- iso: ger
page: 91-106
place: Berlin
publication: Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile
und Strukturen
publication_status: published
series_title: Bericht 407 - 7. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile
und Strukturen
status: public
title: Neuronale Netze in der Konstruktion zur Ausschöpfung der Potentiale additiver
Fertigungstechnologien
type: conference
user_id: '44204'
volume: 7
year: '2022'
...
---
_id: '36871'
abstract:
- lang: eng
text: "Additive manufacturing offers the option of converting digital prototypes
into real\r\nstructures as quickly as possible by the special property of tool-free
manufacturing. However, this\r\nprocess can only be used at optimum speed if bottlenecks
can be effectively avoided. One of these\r\nconstraints is the design process.
Although modern CAD systems allow a significant increase in\r\nmany areas, this
always requires a person with specific skills (e.g. engineer). In the field of
AM in\r\nparticular, more and more powerful software solutions have recently been
published which\r\naccelerate the Design for Additive Manufacturing, including
most CAD-tasks. In many areas,\r\ntherefore, attempts are already made to automate
relevant design steps as much as possible, more\r\nand more using neural networks
and artificial intelligence. This paper presents how and why such\r\ntechniques
can be used to generate three-dimensional structures quickly and efficiently in
cases of\r\ndeep generative design tasks."
author:
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Niclas
full_name: Meihöfener, Niclas
last_name: Meihöfener
- first_name: Rainer
full_name: Koch, Rainer
last_name: Koch
citation:
ama: 'Ott M, Meihöfener N, Koch R. Boosting artificial intelligence in design processes
by the use of additive manufacturing. In: Proceedings of the 33rd Annual International
Solid Freeform Fabrication Symposium 2022. Vol 33. Proceedings of the 33rd
Annual International Solid Freeform Fabrication Symposium 2022. ; 2022:696-705.'
apa: Ott, M., Meihöfener, N., & Koch, R. (2022). Boosting artificial intelligence
in design processes by the use of additive manufacturing. Proceedings of the
33rd Annual International Solid Freeform Fabrication Symposium 2022, 33,
696–705.
bibtex: '@inproceedings{Ott_Meihöfener_Koch_2022, place={Austin, Texas}, series={Proceedings
of the 33rd Annual International Solid Freeform Fabrication Symposium 2022}, title={Boosting
artificial intelligence in design processes by the use of additive manufacturing},
volume={33}, booktitle={Proceedings of the 33rd Annual International Solid Freeform
Fabrication Symposium 2022}, author={Ott, Manuel and Meihöfener, Niclas and Koch,
Rainer}, year={2022}, pages={696–705}, collection={Proceedings of the 33rd Annual
International Solid Freeform Fabrication Symposium 2022} }'
chicago: Ott, Manuel, Niclas Meihöfener, and Rainer Koch. “Boosting Artificial Intelligence
in Design Processes by the Use of Additive Manufacturing.” In Proceedings of
the 33rd Annual International Solid Freeform Fabrication Symposium 2022, 33:696–705.
Proceedings of the 33rd Annual International Solid Freeform Fabrication Symposium
2022. Austin, Texas, 2022.
ieee: M. Ott, N. Meihöfener, and R. Koch, “Boosting artificial intelligence in design
processes by the use of additive manufacturing,” in Proceedings of the 33rd
Annual International Solid Freeform Fabrication Symposium 2022, Austin, Texas,
2022, vol. 33, pp. 696–705.
mla: Ott, Manuel, et al. “Boosting Artificial Intelligence in Design Processes by
the Use of Additive Manufacturing.” Proceedings of the 33rd Annual International
Solid Freeform Fabrication Symposium 2022, vol. 33, 2022, pp. 696–705.
short: 'M. Ott, N. Meihöfener, R. Koch, in: Proceedings of the 33rd Annual International
Solid Freeform Fabrication Symposium 2022, Austin, Texas, 2022, pp. 696–705.'
conference:
end_date: 2022-07-27
location: Austin, Texas
name: Solid Freeform Fabrication Symposium 2022
start_date: 2022-07-25
date_created: 2023-01-16T08:59:19Z
date_updated: 2023-03-30T11:42:25Z
ddc:
- '620'
department:
- _id: '741'
- _id: '144'
file:
- access_level: closed
content_type: application/pdf
creator: maot
date_created: 2023-01-16T08:58:25Z
date_updated: 2023-01-16T08:58:25Z
file_id: '36875'
file_name: Boosting Artificial Intelligence in Design Process.pdf
file_size: 1354163
relation: main_file
success: 1
file_date_updated: 2023-01-16T08:58:25Z
has_accepted_license: '1'
intvolume: ' 33'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://utw10945.utweb.utexas.edu/sites/default/files/2022/Boosting%20Artificial%20Intelligence%20in%20Design%20Process.pdf
oa: '1'
page: 696-705
place: Austin, Texas
publication: Proceedings of the 33rd Annual International Solid Freeform Fabrication
Symposium 2022
publication_status: published
related_material:
link:
- relation: confirmation
url: https://utw10945.utweb.utexas.edu/sites/default/files/2022/Boosting%20Artificial%20Intelligence%20in%20Design%20Process.pdf
series_title: Proceedings of the 33rd Annual International Solid Freeform Fabrication
Symposium 2022
status: public
title: Boosting artificial intelligence in design processes by the use of additive
manufacturing
type: conference
user_id: '44204'
volume: 33
year: '2022'
...
---
_id: '36845'
author:
- first_name: Anne
full_name: Kruse, Anne
id: '55833'
last_name: Kruse
- first_name: Manuel
full_name: Ott, Manuel
id: '44204'
last_name: Ott
- first_name: Lena
full_name: Risse, Lena
last_name: Risse
- first_name: Rainer
full_name: Koch, Rainer
last_name: Koch
citation:
ama: Kruse A, Ott M, Risse L, Koch R. 3D-Druck - Eine Technologie als Schlüssel
zur Steigerung der Teilhabe. Published online 2021. doi:10.48447/Add-2021-016
apa: Kruse, A., Ott, M., Risse, L., & Koch, R. (2021). 3D-Druck - Eine Technologie
als Schlüssel zur Steigerung der Teilhabe. 6. Tagung des DVM-Arbeitskreises
Additiv gefertigte Bauteile und Strukturen, Berlin. Deutscher Verband für Materialforschung
und -prüfung e.V. https://doi.org/10.48447/Add-2021-016
bibtex: '@article{Kruse_Ott_Risse_Koch_2021, series={Additiv gefertigte Bauteile
und Strukturen}, title={3D-Druck - Eine Technologie als Schlüssel zur Steigerung
der Teilhabe}, DOI={10.48447/Add-2021-016},
publisher={Deutscher Verband für Materialforschung und -prüfung e.V.}, author={Kruse,
Anne and Ott, Manuel and Risse, Lena and Koch, Rainer}, year={2021}, collection={Additiv
gefertigte Bauteile und Strukturen} }'
chicago: Kruse, Anne, Manuel Ott, Lena Risse, and Rainer Koch. “3D-Druck - Eine
Technologie als Schlüssel zur Steigerung der Teilhabe.” Additiv gefertigte Bauteile
und Strukturen. Deutscher Verband für Materialforschung und -prüfung e.V., 2021.
https://doi.org/10.48447/Add-2021-016.
ieee: 'A. Kruse, M. Ott, L. Risse, and R. Koch, “3D-Druck - Eine Technologie als
Schlüssel zur Steigerung der Teilhabe.” Deutscher Verband für Materialforschung
und -prüfung e.V., 2021, doi: 10.48447/Add-2021-016.'
mla: Kruse, Anne, et al. 3D-Druck - Eine Technologie als Schlüssel zur Steigerung
der Teilhabe. Deutscher Verband für Materialforschung und -prüfung e.V., 2021,
doi:10.48447/Add-2021-016.
short: A. Kruse, M. Ott, L. Risse, R. Koch, (2021).
conference:
end_date: 2021-12-04
location: Berlin
name: 6. Tagung des DVM-Arbeitskreises Additiv gefertigte Bauteile und Strukturen
start_date: 2021-12-03
date_created: 2023-01-16T06:55:05Z
date_updated: 2023-01-16T09:00:30Z
department:
- _id: '144'
- _id: '219'
doi: 10.48447/Add-2021-016
language:
- iso: ger
publisher: Deutscher Verband für Materialforschung und -prüfung e.V.
series_title: Additiv gefertigte Bauteile und Strukturen
status: public
title: 3D-Druck - Eine Technologie als Schlüssel zur Steigerung der Teilhabe
type: conference
user_id: '55833'
year: '2021'
...