---
_id: '47835'
author:
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- first_name: Kai
full_name: Ellermann, Kai
last_name: Ellermann
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Ködding P, Ellermann K, Koldewey C, Dumitrescu R. Scenario-based Foresight
in the Age of Digitalization and Artificial Intelligence – Identification and
Analysis of Existing Use Cases. Procedia CIRP. 2023;119:740-745. doi:10.1016/j.procir.2023.01.015
apa: Ködding, P., Ellermann, K., Koldewey, C., & Dumitrescu, R. (2023). Scenario-based
Foresight in the Age of Digitalization and Artificial Intelligence – Identification
and Analysis of Existing Use Cases. Procedia CIRP, 119, 740–745.
https://doi.org/10.1016/j.procir.2023.01.015
bibtex: '@article{Ködding_Ellermann_Koldewey_Dumitrescu_2023, title={Scenario-based
Foresight in the Age of Digitalization and Artificial Intelligence – Identification
and Analysis of Existing Use Cases}, volume={119}, DOI={10.1016/j.procir.2023.01.015},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Ködding, Patrick and
Ellermann, Kai and Koldewey, Christian and Dumitrescu, Roman}, year={2023}, pages={740–745}
}'
chicago: 'Ködding, Patrick, Kai Ellermann, Christian Koldewey, and Roman Dumitrescu.
“Scenario-Based Foresight in the Age of Digitalization and Artificial Intelligence
– Identification and Analysis of Existing Use Cases.” Procedia CIRP 119
(2023): 740–45. https://doi.org/10.1016/j.procir.2023.01.015.'
ieee: 'P. Ködding, K. Ellermann, C. Koldewey, and R. Dumitrescu, “Scenario-based
Foresight in the Age of Digitalization and Artificial Intelligence – Identification
and Analysis of Existing Use Cases,” Procedia CIRP, vol. 119, pp. 740–745,
2023, doi: 10.1016/j.procir.2023.01.015.'
mla: Ködding, Patrick, et al. “Scenario-Based Foresight in the Age of Digitalization
and Artificial Intelligence – Identification and Analysis of Existing Use Cases.”
Procedia CIRP, vol. 119, Elsevier BV, 2023, pp. 740–45, doi:10.1016/j.procir.2023.01.015.
short: P. Ködding, K. Ellermann, C. Koldewey, R. Dumitrescu, Procedia CIRP 119 (2023)
740–745.
date_created: 2023-10-06T12:39:17Z
date_updated: 2024-04-25T08:30:26Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.01.015
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 740-745
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence
– Identification and Analysis of Existing Use Cases
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '54286'
abstract:
- lang: eng
text: The integration of Artificial Intelligence (AI) techniques into various
domains has revolutionized numerous industries, and Supply Chain Management (SCM)
is no exception. This paper addresses the challenges encountered in SCM and the
development of AI solutions within this context. Specifically, we focus on the
application of AI in optimizing supply chain planning tasks. This includes forecasting
demand, availability and feasibility checks for customer orders, supply chain
network design and information flow inside the supply chain planning processes. However,
the successful implementation of AI in SCM requires a deep understanding of both
the domain-specific challenges and the capabilities and limitations of AI technologies.
Thus, this paper proposes an overarching approach that facilitates collaboration
between domain experts in SCM and AI experts, enabling them to jointly develop
effective solutions.The paper begins by outlining the key challenges faced by
SCM professionals, including demand volatility, complexities in inventory management,
and dynamic market conditions. Subsequently, it delves into the challenges associated
with developing AI solutions for SCM, including data quality, interpretability,
and model transparency. To address these challenges, the proposed approach promotes
close collaboration and knowledge exchange between SCM and AI experts. By leveraging
the domain knowledge and experience of SCM experts, AI experts can better understand
the special issues of SCM processes and tailor AI techniques to suit specific
needs. In turn, SCM experts can gain insights into the capabilities and limitations
of AI, allowing them to make informed decisions regarding the adoption and integration
of AI in their supply chain planning operations. Furthermore, the paper discusses
the importance of establishing a multidisciplinary team comprising experts from
the fields of SCM, AI, and IT. This team-based approach fosters a holistic understanding
of SCM challenges and ensures the development of AI solutions that align with
business goals and practical constraints.In conclusion, this paper highlights
the challenges in combining SCM and AI and proposes a collaborative approach to
address these challenges effectively. By leveraging the expertise of both domain
and AI experts, organizations can develop tailored AI solutions that enhance supply
chain planning, improve decision-making processes, and drive competitive advantage.
The proposed approach contributes to the successful integration of AI in SCM,
ultimately leading to more efficient and resilient supply chains in the era of
artificial intelligence.
author:
- first_name: Jonas
full_name: Lick, Jonas
last_name: Lick
- first_name: Benedict
full_name: Wohlers, Benedict
last_name: Wohlers
- first_name: Philipp
full_name: Sahrhage, Philipp
last_name: Sahrhage
- first_name: Felix
full_name: Schreckenberg, Felix
last_name: Schreckenberg
- first_name: Susanne
full_name: Klöckner, Susanne
last_name: Klöckner
- first_name: Sebastian
full_name: Von Enzberg, Sebastian
last_name: Von Enzberg
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Lick J, Wohlers B, Sahrhage P, et al. Integrating Domain Expertise and Artificial
Intelligence for Effective Supply Chain Management Planning Tasks: A Collaborative
Approach. In: Artificial Intelligence, Social Computing and Wearable Technologies.
AHFE International; 2023. doi:10.54941/ahfe1004185'
apa: 'Lick, J., Wohlers, B., Sahrhage, P., Schreckenberg, F., Klöckner, S., Von
Enzberg, S., Kühn, A., & Dumitrescu, R. (2023). Integrating Domain Expertise
and Artificial Intelligence for Effective Supply Chain Management Planning Tasks:
A Collaborative Approach. Artificial Intelligence, Social Computing and Wearable
Technologies. https://doi.org/10.54941/ahfe1004185'
bibtex: '@inproceedings{Lick_Wohlers_Sahrhage_Schreckenberg_Klöckner_Von Enzberg_Kühn_Dumitrescu_2023,
title={Integrating Domain Expertise and Artificial Intelligence for Effective
Supply Chain Management Planning Tasks: A Collaborative Approach}, DOI={10.54941/ahfe1004185},
booktitle={Artificial Intelligence, Social Computing and Wearable Technologies},
publisher={AHFE International}, author={Lick, Jonas and Wohlers, Benedict and
Sahrhage, Philipp and Schreckenberg, Felix and Klöckner, Susanne and Von Enzberg,
Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2023} }'
chicago: 'Lick, Jonas, Benedict Wohlers, Philipp Sahrhage, Felix Schreckenberg,
Susanne Klöckner, Sebastian Von Enzberg, Arno Kühn, and Roman Dumitrescu. “Integrating
Domain Expertise and Artificial Intelligence for Effective Supply Chain Management
Planning Tasks: A Collaborative Approach.” In Artificial Intelligence, Social
Computing and Wearable Technologies. AHFE International, 2023. https://doi.org/10.54941/ahfe1004185.'
ieee: 'J. Lick et al., “Integrating Domain Expertise and Artificial Intelligence
for Effective Supply Chain Management Planning Tasks: A Collaborative Approach,”
2023, doi: 10.54941/ahfe1004185.'
mla: 'Lick, Jonas, et al. “Integrating Domain Expertise and Artificial Intelligence
for Effective Supply Chain Management Planning Tasks: A Collaborative Approach.”
Artificial Intelligence, Social Computing and Wearable Technologies, AHFE
International, 2023, doi:10.54941/ahfe1004185.'
short: 'J. Lick, B. Wohlers, P. Sahrhage, F. Schreckenberg, S. Klöckner, S. Von
Enzberg, A. Kühn, R. Dumitrescu, in: Artificial Intelligence, Social Computing
and Wearable Technologies, AHFE International, 2023.'
date_created: 2024-05-14T10:32:05Z
date_updated: 2024-05-14T10:35:29Z
doi: 10.54941/ahfe1004185
language:
- iso: eng
publication: Artificial Intelligence, Social Computing and Wearable Technologies
publication_identifier:
issn:
- 2771-0718
publication_status: published
publisher: AHFE International
status: public
title: 'Integrating Domain Expertise and Artificial Intelligence for Effective Supply
Chain Management Planning Tasks: A Collaborative Approach'
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54506'
author:
- first_name: Jonas
full_name: Lick, Jonas
last_name: Lick
- first_name: Felix
full_name: Schreckenberg, Felix
last_name: Schreckenberg
- first_name: 'Philipp '
full_name: 'Sahrhage, Philipp '
last_name: Sahrhage
- first_name: Benedict
full_name: Wohlers, Benedict
last_name: Wohlers
- first_name: Susanne
full_name: Klöcker, Susanne
last_name: Klöcker
- first_name: ' Sebastian '
full_name: 'von Enzberg, Sebastian '
last_name: von Enzberg
- first_name: ' Arno'
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Lick J, Schreckenberg F, Sahrhage P, et al. Integrating Domain Expertise and
Artificial Intelligence for Effective Supply Chain Management Planning Tasks:
A Collaborative Approach. In: Karwowsk W, Ahram T, eds. Artificial Intelligence,
Social Computing and Wearable Technologies, Vol. 113. ; 2023.'
apa: 'Lick, J., Schreckenberg, F., Sahrhage, P., Wohlers, B., Klöcker, S., von Enzberg, Sebastian
, Kühn, Arno, & Dumitrescu, R. (2023). Integrating Domain Expertise and Artificial
Intelligence for Effective Supply Chain Management Planning Tasks: A Collaborative
Approach. In W. Karwowsk & T. Ahram (Eds.), Artificial Intelligence, Social
Computing and Wearable Technologies, Vol. 113.'
bibtex: '@inproceedings{Lick_Schreckenberg_Sahrhage_Wohlers_Klöcker_von Enzberg_Kühn_Dumitrescu_2023,
title={Integrating Domain Expertise and Artificial Intelligence for Effective
Supply Chain Management Planning Tasks: A Collaborative Approach}, booktitle={Artificial
Intelligence, Social Computing and Wearable Technologies, Vol. 113}, author={Lick,
Jonas and Schreckenberg, Felix and Sahrhage, Philipp and Wohlers, Benedict and
Klöcker, Susanne and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu,
Roman}, editor={Karwowsk, Waldemar and Ahram, Tareq }, year={2023} }'
chicago: 'Lick, Jonas, Felix Schreckenberg, Philipp Sahrhage, Benedict Wohlers,
Susanne Klöcker, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Integrating
Domain Expertise and Artificial Intelligence for Effective Supply Chain Management
Planning Tasks: A Collaborative Approach.” In Artificial Intelligence, Social
Computing and Wearable Technologies, Vol. 113, edited by Waldemar Karwowsk
and Tareq Ahram, 2023.'
ieee: 'J. Lick et al., “Integrating Domain Expertise and Artificial Intelligence
for Effective Supply Chain Management Planning Tasks: A Collaborative Approach,”
in Artificial Intelligence, Social Computing and Wearable Technologies, Vol.
113, Hawaii, 2023.'
mla: 'Lick, Jonas, et al. “Integrating Domain Expertise and Artificial Intelligence
for Effective Supply Chain Management Planning Tasks: A Collaborative Approach.”
Artificial Intelligence, Social Computing and Wearable Technologies, Vol. 113,
edited by Waldemar Karwowsk and Tareq Ahram, 2023.'
short: 'J. Lick, F. Schreckenberg, P. Sahrhage, B. Wohlers, S. Klöcker, Sebastian von
Enzberg, Arno Kühn, R. Dumitrescu, in: W. Karwowsk, T. Ahram (Eds.), Artificial
Intelligence, Social Computing and Wearable Technologies, Vol. 113, 2023.'
conference:
end_date: 2023-12-06
location: Hawaii
name: AHFE International
start_date: 2023-12-04
date_created: 2024-05-29T10:57:13Z
date_updated: 2024-05-29T10:57:38Z
department:
- _id: '563'
editor:
- first_name: 'Waldemar '
full_name: 'Karwowsk, Waldemar '
last_name: Karwowsk
- first_name: 'Tareq '
full_name: 'Ahram, Tareq '
last_name: Ahram
language:
- iso: eng
publication: Artificial Intelligence, Social Computing and Wearable Technologies,
Vol. 113
status: public
title: 'Integrating Domain Expertise and Artificial Intelligence for Effective Supply
Chain Management Planning Tasks: A Collaborative Approach'
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54503'
author:
- first_name: Matthias
full_name: Günther, Matthias
last_name: Günther
- first_name: Denis
full_name: Göllner, Denis
last_name: Göllner
- first_name: Jörg
full_name: Heihoff-Schwede, Jörg
last_name: Heihoff-Schwede
- first_name: 'Harald '
full_name: 'Anacker, Harald '
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Günther M, Göllner D, Heihoff-Schwede J, Anacker H, Dumitrescu R. Engineering
und Management von System of Systems–Gestaltungskonzepte im SoS-Engineering. In:
Wilke D, Koch W, Kaffenberger R, Dreiseitel S, eds. Tag des Systems Engineering
2023. ; 2023.'
apa: Günther, M., Göllner, D., Heihoff-Schwede, J., Anacker, H., & Dumitrescu,
R. (2023). Engineering und Management von System of Systems–Gestaltungskonzepte
im SoS-Engineering. In D. Wilke, W. Koch, R. Kaffenberger, & S. Dreiseitel
(Eds.), Tag des Systems Engineering 2023.
bibtex: '@inproceedings{Günther_Göllner_Heihoff-Schwede_Anacker_Dumitrescu_2023,
title={Engineering und Management von System of Systems–Gestaltungskonzepte im
SoS-Engineering}, booktitle={Tag des Systems Engineering 2023}, author={Günther,
Matthias and Göllner, Denis and Heihoff-Schwede, Jörg and Anacker, Harald and
Dumitrescu, Roman}, editor={Wilke, Daria and Koch, Walter and Kaffenberger, Rüdiger
and Dreiseitel, Stefan}, year={2023} }'
chicago: Günther, Matthias, Denis Göllner, Jörg Heihoff-Schwede, Harald Anacker,
and Roman Dumitrescu. “Engineering und Management von System of Systems–Gestaltungskonzepte
im SoS-Engineering.” In Tag des Systems Engineering 2023, edited by Daria
Wilke, Walter Koch, Rüdiger Kaffenberger, and Stefan Dreiseitel, 2023.
ieee: M. Günther, D. Göllner, J. Heihoff-Schwede, H. Anacker, and R. Dumitrescu,
“Engineering und Management von System of Systems–Gestaltungskonzepte im SoS-Engineering,”
in Tag des Systems Engineering 2023, Würzburg, 2023.
mla: Günther, Matthias, et al. “Engineering und Management von System of Systems–Gestaltungskonzepte
im SoS-Engineering.” Tag des Systems Engineering 2023, edited by Daria
Wilke et al., 2023.
short: 'M. Günther, D. Göllner, J. Heihoff-Schwede, H. Anacker, R. Dumitrescu, in:
D. Wilke, W. Koch, R. Kaffenberger, S. Dreiseitel (Eds.), Tag des Systems Engineering
2023, 2023.'
conference:
end_date: 2023-11-17
location: Würzburg
name: Tag des Systems Engineering 2023
start_date: 2023-11-15
date_created: 2024-05-29T10:30:54Z
date_updated: 2024-05-29T10:31:13Z
department:
- _id: '563'
editor:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Walter
full_name: Koch, Walter
last_name: Koch
- first_name: Rüdiger
full_name: Kaffenberger, Rüdiger
last_name: Kaffenberger
- first_name: Stefan
full_name: Dreiseitel, Stefan
last_name: Dreiseitel
language:
- iso: ger
publication: Tag des Systems Engineering 2023
status: public
title: Engineering und Management von System of Systems–Gestaltungskonzepte im SoS-Engineering
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54505'
author:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Rebecca
full_name: Heitmann, Rebecca
last_name: Heitmann
- first_name: 'Julian '
full_name: 'Tekaat, Julian '
last_name: Tekaat
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Wilke D, Heitmann R, Tekaat J, Anacker H, Dumitrescu R. Reifegradmodell zur
Einführung von Systems Engineering–Systemdenken als Handlungsfeld. In: Wilke D,
Koch W, Kaffenberger R, Dreiseitel S, eds. Tag des Systems Engineering 2023.
; 2023.'
apa: Wilke, D., Heitmann, R., Tekaat, J., Anacker, H., & Dumitrescu, R. (2023).
Reifegradmodell zur Einführung von Systems Engineering–Systemdenken als Handlungsfeld.
In D. Wilke, W. Koch, R. Kaffenberger, & S. Dreiseitel (Eds.), Tag des
Systems Engineering 2023.
bibtex: '@inproceedings{Wilke_Heitmann_Tekaat_Anacker_Dumitrescu_2023, title={Reifegradmodell
zur Einführung von Systems Engineering–Systemdenken als Handlungsfeld}, booktitle={Tag
des Systems Engineering 2023}, author={Wilke, Daria and Heitmann, Rebecca and
Tekaat, Julian and Anacker, Harald and Dumitrescu, Roman}, editor={Wilke, Daria
and Koch, Walter and Kaffenberger, Rüdiger and Dreiseitel, Stefan}, year={2023}
}'
chicago: Wilke, Daria, Rebecca Heitmann, Julian Tekaat, Harald Anacker, and Roman
Dumitrescu. “Reifegradmodell zur Einführung von Systems Engineering–Systemdenken
als Handlungsfeld.” In Tag des Systems Engineering 2023, edited by Daria
Wilke, Walter Koch, Rüdiger Kaffenberger, and Stefan Dreiseitel, 2023.
ieee: D. Wilke, R. Heitmann, J. Tekaat, H. Anacker, and R. Dumitrescu, “Reifegradmodell
zur Einführung von Systems Engineering–Systemdenken als Handlungsfeld,” in Tag
des Systems Engineering 2023, Würzburg, 2023.
mla: Wilke, Daria, et al. “Reifegradmodell zur Einführung von Systems Engineering–Systemdenken
als Handlungsfeld.” Tag des Systems Engineering 2023, edited by Daria Wilke
et al., 2023.
short: 'D. Wilke, R. Heitmann, J. Tekaat, H. Anacker, R. Dumitrescu, in: D. Wilke,
W. Koch, R. Kaffenberger, S. Dreiseitel (Eds.), Tag des Systems Engineering 2023,
2023.'
conference:
end_date: 2023-11-17
location: Würzburg
name: Tag des Systems Engineering 2023
start_date: 2023-11-15
date_created: 2024-05-29T10:47:36Z
date_updated: 2024-05-29T10:47:46Z
department:
- _id: '563'
editor:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Walter
full_name: Koch, Walter
last_name: Koch
- first_name: Rüdiger
full_name: Kaffenberger, Rüdiger
last_name: Kaffenberger
- first_name: Stefan
full_name: Dreiseitel, Stefan
last_name: Dreiseitel
language:
- iso: ger
publication: Tag des Systems Engineering 2023
status: public
title: Reifegradmodell zur Einführung von Systems Engineering–Systemdenken als Handlungsfeld
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54507'
author:
- first_name: Thomas
full_name: Mager, Thomas
last_name: Mager
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Mager T, Dumitrescu R. Hybrid design approach for the design of high-frequency
components in MID technology. In: ; 2023.'
apa: Mager, T., & Dumitrescu, R. (2023). Hybrid design approach for the design
of high-frequency components in MID technology. 15th International Congress
Mechatronic Integration Discourse (MID), Amberg.
bibtex: '@inproceedings{Mager_Dumitrescu_2023, title={Hybrid design approach for
the design of high-frequency components in MID technology}, author={Mager, Thomas
and Dumitrescu, Roman}, year={2023} }'
chicago: Mager, Thomas, and Roman Dumitrescu. “Hybrid Design Approach for the Design
of High-Frequency Components in MID Technology,” 2023.
ieee: T. Mager and R. Dumitrescu, “Hybrid design approach for the design of high-frequency
components in MID technology,” presented at the 15th International Congress Mechatronic
Integration Discourse (MID), Amberg, 2023.
mla: Mager, Thomas, and Roman Dumitrescu. Hybrid Design Approach for the Design
of High-Frequency Components in MID Technology. 2023.
short: 'T. Mager, R. Dumitrescu, in: 2023.'
conference:
end_date: 2023-06-22
location: Amberg
name: 15th International Congress Mechatronic Integration Discourse (MID)
start_date: 2023-06-21
date_created: 2024-05-29T11:05:16Z
date_updated: 2024-05-29T11:06:00Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Hybrid design approach for the design of high-frequency components in MID technology
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54547'
author:
- first_name: Daniel
full_name: Eckertz, Daniel
last_name: Eckertz
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Eckertz D, Anacker H, Dumitrescu R. Modular Toolbox for Low-Code Development
of Individual Augmented Reality Applications in Unity. In: Auer M, Langmann R,
Tsiatsos T, eds. Open Science in Engineering. Springer Nature Switzerland;
2023. doi:10.1007/978-3-031-42467-0_40'
apa: Eckertz, D., Anacker, H., & Dumitrescu, R. (2023). Modular Toolbox for
Low-Code Development of Individual Augmented Reality Applications in Unity. In
M. Auer, R. Langmann, & T. Tsiatsos (Eds.), Open Science in Engineering.
Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-42467-0_40
bibtex: '@inbook{Eckertz_Anacker_Dumitrescu_2023, title={Modular Toolbox for Low-Code
Development of Individual Augmented Reality Applications in Unity}, DOI={10.1007/978-3-031-42467-0_40},
booktitle={Open Science in Engineering}, publisher={Springer Nature Switzerland},
author={Eckertz, Daniel and Anacker, Harald and Dumitrescu, Roman}, editor={Auer,
Michael and Langmann, Reinhard and Tsiatsos, Thrasyvoulos}, year={2023} }'
chicago: Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Modular Toolbox
for Low-Code Development of Individual Augmented Reality Applications in Unity.”
In Open Science in Engineering, edited by Michael Auer, Reinhard Langmann,
and Thrasyvoulos Tsiatsos. Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-42467-0_40.
ieee: D. Eckertz, H. Anacker, and R. Dumitrescu, “Modular Toolbox for Low-Code Development
of Individual Augmented Reality Applications in Unity,” in Open Science in
Engineering, M. Auer, R. Langmann, and T. Tsiatsos, Eds. Springer Nature Switzerland,
2023.
mla: Eckertz, Daniel, et al. “Modular Toolbox for Low-Code Development of Individual
Augmented Reality Applications in Unity.” Open Science in Engineering,
edited by Michael Auer et al., Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-42467-0_40.
short: 'D. Eckertz, H. Anacker, R. Dumitrescu, in: M. Auer, R. Langmann, T. Tsiatsos
(Eds.), Open Science in Engineering, Springer Nature Switzerland, 2023.'
conference:
end_date: 2023-03-03
location: Thessaloniki
name: 20th International Conference on Remote Engineering and Virtual Instrumentation
start_date: 2023-03-01
date_created: 2024-06-03T06:03:06Z
date_updated: 2024-06-04T08:00:25Z
department:
- _id: '563'
doi: 10.1007/978-3-031-42467-0_40
editor:
- first_name: Michael
full_name: Auer, Michael
last_name: Auer
- first_name: Reinhard
full_name: Langmann, Reinhard
last_name: Langmann
- first_name: Thrasyvoulos
full_name: Tsiatsos, Thrasyvoulos
last_name: Tsiatsos
language:
- iso: eng
publication: Open Science in Engineering
publication_identifier:
isbn:
- '9783031424663'
- '9783031424670'
issn:
- 2367-3370
- 2367-3389
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: Modular Toolbox for Low-Code Development of Individual Augmented Reality Applications
in Unity
type: book_chapter
user_id: '102490'
year: '2023'
...
---
_id: '54567'
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Simon
full_name: Rapp, Simon
last_name: Rapp
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Schlegel M, Wiederkehr I, Rapp S, Koldewey C, Albers A, Dumitrescu R. Future-robust
evolution of product portfolios: Need for action from theory and practice. Procedia
CIRP. 2023;120:792-797. doi:10.1016/j.procir.2023.09.077'
apa: 'Schlegel, M., Wiederkehr, I., Rapp, S., Koldewey, C., Albers, A., & Dumitrescu,
R. (2023). Future-robust evolution of product portfolios: Need for action from
theory and practice. Procedia CIRP, 120, 792–797. https://doi.org/10.1016/j.procir.2023.09.077'
bibtex: '@article{Schlegel_Wiederkehr_Rapp_Koldewey_Albers_Dumitrescu_2023, title={Future-robust
evolution of product portfolios: Need for action from theory and practice}, volume={120},
DOI={10.1016/j.procir.2023.09.077},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Schlegel, Michael and
Wiederkehr, Ingrid and Rapp, Simon and Koldewey, Christian and Albers, Albert
and Dumitrescu, Roman}, year={2023}, pages={792–797} }'
chicago: 'Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey,
Albert Albers, and Roman Dumitrescu. “Future-Robust Evolution of Product Portfolios:
Need for Action from Theory and Practice.” Procedia CIRP 120 (2023): 792–97.
https://doi.org/10.1016/j.procir.2023.09.077.'
ieee: 'M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu,
“Future-robust evolution of product portfolios: Need for action from theory and
practice,” Procedia CIRP, vol. 120, pp. 792–797, 2023, doi: 10.1016/j.procir.2023.09.077.'
mla: 'Schlegel, Michael, et al. “Future-Robust Evolution of Product Portfolios:
Need for Action from Theory and Practice.” Procedia CIRP, vol. 120, Elsevier
BV, 2023, pp. 792–97, doi:10.1016/j.procir.2023.09.077.'
short: M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu,
Procedia CIRP 120 (2023) 792–797.
conference:
end_date: 2023-10-26
location: Kapstadt
name: 56th CIRP International Conference on Manufacturing Systems 2023
start_date: 2023-10-24
date_created: 2024-06-04T07:58:32Z
date_updated: 2024-06-04T08:00:05Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.09.077
intvolume: ' 120'
language:
- iso: eng
page: 792-797
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Future-robust evolution of product portfolios: Need for action from theory
and practice'
type: journal_article
user_id: '102490'
volume: 120
year: '2023'
...
---
_id: '54565'
author:
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Simon
full_name: Rapp, Simon
last_name: Rapp
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: Wiederkehr I, Schlegel M, Koldewey C, Rapp S, Dumitrescu R, Albers A. Interacting
Forces for a Resilient, Future-robust Evolution of Product Portfolios. Procedia
CIRP. 2023;120:816-821. doi:10.1016/j.procir.2023.09.081
apa: Wiederkehr, I., Schlegel, M., Koldewey, C., Rapp, S., Dumitrescu, R., &
Albers, A. (2023). Interacting Forces for a Resilient, Future-robust Evolution
of Product Portfolios. Procedia CIRP, 120, 816–821. https://doi.org/10.1016/j.procir.2023.09.081
bibtex: '@article{Wiederkehr_Schlegel_Koldewey_Rapp_Dumitrescu_Albers_2023, title={Interacting
Forces for a Resilient, Future-robust Evolution of Product Portfolios}, volume={120},
DOI={10.1016/j.procir.2023.09.081},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Wiederkehr, Ingrid and
Schlegel, Michael and Koldewey, Christian and Rapp, Simon and Dumitrescu, Roman
and Albers, Albert}, year={2023}, pages={816–821} }'
chicago: 'Wiederkehr, Ingrid, Michael Schlegel, Christian Koldewey, Simon Rapp,
Roman Dumitrescu, and Albert Albers. “Interacting Forces for a Resilient, Future-Robust
Evolution of Product Portfolios.” Procedia CIRP 120 (2023): 816–21. https://doi.org/10.1016/j.procir.2023.09.081.'
ieee: 'I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, and A. Albers,
“Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios,”
Procedia CIRP, vol. 120, pp. 816–821, 2023, doi: 10.1016/j.procir.2023.09.081.'
mla: Wiederkehr, Ingrid, et al. “Interacting Forces for a Resilient, Future-Robust
Evolution of Product Portfolios.” Procedia CIRP, vol. 120, Elsevier BV,
2023, pp. 816–21, doi:10.1016/j.procir.2023.09.081.
short: I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, A. Albers,
Procedia CIRP 120 (2023) 816–821.
conference:
end_date: 2023-10-26
location: Kapstadt
name: 56th CIRP International Conference on Manufacturing Systems 2023
start_date: 2023-10-24
date_created: 2024-06-04T07:46:58Z
date_updated: 2024-06-04T08:00:14Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.09.081
intvolume: ' 120'
language:
- iso: eng
page: 816-821
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios
type: journal_article
user_id: '102490'
volume: 120
year: '2023'
...
---
_id: '54566'
author:
- first_name: Denis
full_name: Göllner, Denis
last_name: Göllner
- first_name: Sophie
full_name: Dzienus, Sophie
last_name: Dzienus
- first_name: Rik
full_name: Rasor, Rik
last_name: Rasor
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Göllner D, Dzienus S, Rasor R, Anacker H, Dumitrescu R. Guidelines for providing
digital twins. Procedia CIRP. 2023;120:1433-1438. doi:10.1016/j.procir.2023.09.189
apa: Göllner, D., Dzienus, S., Rasor, R., Anacker, H., & Dumitrescu, R. (2023).
Guidelines for providing digital twins. Procedia CIRP, 120, 1433–1438.
https://doi.org/10.1016/j.procir.2023.09.189
bibtex: '@article{Göllner_Dzienus_Rasor_Anacker_Dumitrescu_2023, title={Guidelines
for providing digital twins}, volume={120}, DOI={10.1016/j.procir.2023.09.189},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Göllner, Denis and Dzienus,
Sophie and Rasor, Rik and Anacker, Harald and Dumitrescu, Roman}, year={2023},
pages={1433–1438} }'
chicago: 'Göllner, Denis, Sophie Dzienus, Rik Rasor, Harald Anacker, and Roman Dumitrescu.
“Guidelines for Providing Digital Twins.” Procedia CIRP 120 (2023): 1433–38.
https://doi.org/10.1016/j.procir.2023.09.189.'
ieee: 'D. Göllner, S. Dzienus, R. Rasor, H. Anacker, and R. Dumitrescu, “Guidelines
for providing digital twins,” Procedia CIRP, vol. 120, pp. 1433–1438, 2023,
doi: 10.1016/j.procir.2023.09.189.'
mla: Göllner, Denis, et al. “Guidelines for Providing Digital Twins.” Procedia
CIRP, vol. 120, Elsevier BV, 2023, pp. 1433–38, doi:10.1016/j.procir.2023.09.189.
short: D. Göllner, S. Dzienus, R. Rasor, H. Anacker, R. Dumitrescu, Procedia CIRP
120 (2023) 1433–1438.
conference:
end_date: 2023-10-26
location: Kapstadt
name: 56th CIRP International Conference on Manufacturing Systems 2023
start_date: 2023-10-24
date_created: 2024-06-04T07:52:49Z
date_updated: 2024-06-04T08:00:10Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.09.189
intvolume: ' 120'
language:
- iso: eng
page: 1433-1438
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Guidelines for providing digital twins
type: journal_article
user_id: '102490'
volume: 120
year: '2023'
...
---
_id: '54568'
author:
- first_name: Fabian
full_name: Machon, Fabian
last_name: Machon
- first_name: Lennard
full_name: Haarmann, Lennard
last_name: Haarmann
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Marie
full_name: Bierbüsse, Marie
last_name: Bierbüsse
- first_name: Mareen
full_name: Tack, Mareen
last_name: Tack
- first_name: Rebecca
full_name: Hanke, Rebecca
last_name: Hanke
- first_name: Daniel
full_name: Kinder, Daniel
last_name: Kinder
citation:
ama: 'Machon F, Haarmann L, Rabe M, et al. Mehr Innovationen durch Venture Clienting
– Fallstudie zur Initiative „Stratosfare“. In: Dumitrescu R, Hölzle K, eds. Vorausschau
und Technologieplanung. Vol 413. ; 2023.'
apa: Machon, F., Haarmann, L., Rabe, M., Dumitrescu, R., Bierbüsse, M., Tack, M.,
Hanke, R., & Kinder, D. (2023). Mehr Innovationen durch Venture Clienting
– Fallstudie zur Initiative „Stratosfare“. In R. Dumitrescu & K. Hölzle (Eds.),
Vorausschau und Technologieplanung (Vol. 413).
bibtex: '@inproceedings{Machon_Haarmann_Rabe_Dumitrescu_Bierbüsse_Tack_Hanke_Kinder_2023,
title={Mehr Innovationen durch Venture Clienting – Fallstudie zur Initiative „Stratosfare“},
volume={413}, booktitle={Vorausschau und Technologieplanung}, author={Machon,
Fabian and Haarmann, Lennard and Rabe, Martin and Dumitrescu, Roman and Bierbüsse,
Marie and Tack, Mareen and Hanke, Rebecca and Kinder, Daniel}, editor={Dumitrescu,
Roman and Hölzle, Katharina}, year={2023} }'
chicago: Machon, Fabian, Lennard Haarmann, Martin Rabe, Roman Dumitrescu, Marie
Bierbüsse, Mareen Tack, Rebecca Hanke, and Daniel Kinder. “Mehr Innovationen durch
Venture Clienting – Fallstudie zur Initiative „Stratosfare“.” In Vorausschau
und Technologieplanung, edited by Roman Dumitrescu and Katharina Hölzle, Vol.
413, 2023.
ieee: F. Machon et al., “Mehr Innovationen durch Venture Clienting – Fallstudie
zur Initiative „Stratosfare“,” in Vorausschau und Technologieplanung, Berlin,
2023, vol. 413.
mla: Machon, Fabian, et al. “Mehr Innovationen durch Venture Clienting – Fallstudie
zur Initiative „Stratosfare“.” Vorausschau und Technologieplanung, edited
by Roman Dumitrescu and Katharina Hölzle, vol. 413, 2023.
short: 'F. Machon, L. Haarmann, M. Rabe, R. Dumitrescu, M. Bierbüsse, M. Tack, R.
Hanke, D. Kinder, in: R. Dumitrescu, K. Hölzle (Eds.), Vorausschau und Technologieplanung,
2023.'
conference:
end_date: 2023-09-15
location: Berlin
name: 17. Symposium für Vorausschau und Technologieplanung
start_date: 2023-09-14
date_created: 2024-06-04T08:13:11Z
date_updated: 2024-06-04T08:13:15Z
department:
- _id: '563'
editor:
- first_name: Roman
full_name: Dumitrescu, Roman
last_name: Dumitrescu
- first_name: Katharina
full_name: Hölzle, Katharina
last_name: Hölzle
intvolume: ' 413'
language:
- iso: ger
publication: Vorausschau und Technologieplanung
publication_identifier:
isbn:
- 978-3-947647-32-3
status: public
title: Mehr Innovationen durch Venture Clienting – Fallstudie zur Initiative „Stratosfare“
type: conference
user_id: '102490'
volume: 413
year: '2023'
...
---
_id: '54569'
author:
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: 'Albert '
full_name: 'Albers, Albert '
last_name: Albers
citation:
ama: 'Wiederkehr I, Koldewey C, Dumitrescu R, Schlegel M, Albers A. Bridging the
Gap between Product Innovation and Product Planning: A literature-based Conceptual
Investigation. In: ; 2023.'
apa: 'Wiederkehr, I., Koldewey, C., Dumitrescu, R., Schlegel, M., & Albers,
A. (2023). Bridging the Gap between Product Innovation and Product Planning:
A literature-based Conceptual Investigation. XXXIV ISPIM Innovation Conference,
Ljubljana.'
bibtex: '@inproceedings{Wiederkehr_Koldewey_Dumitrescu_Schlegel_Albers_2023, title={Bridging
the Gap between Product Innovation and Product Planning: A literature-based Conceptual
Investigation}, author={Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu,
Roman and Schlegel, Michael and Albers, Albert }, year={2023} }'
chicago: 'Wiederkehr, Ingrid, Christian Koldewey, Roman Dumitrescu, Michael Schlegel,
and Albert Albers. “Bridging the Gap between Product Innovation and Product Planning:
A Literature-Based Conceptual Investigation,” 2023.'
ieee: 'I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, and A. Albers, “Bridging
the Gap between Product Innovation and Product Planning: A literature-based Conceptual
Investigation,” presented at the XXXIV ISPIM Innovation Conference, Ljubljana,
2023.'
mla: 'Wiederkehr, Ingrid, et al. Bridging the Gap between Product Innovation
and Product Planning: A Literature-Based Conceptual Investigation. 2023.'
short: 'I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, A. Albers, in: 2023.'
conference:
end_date: 2023-06-07
location: Ljubljana
name: ' XXXIV ISPIM Innovation Conference'
start_date: 2023-06-04
date_created: 2024-06-04T08:32:32Z
date_updated: 2024-06-04T08:32:40Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: 'Bridging the Gap between Product Innovation and Product Planning: A literature-based
Conceptual Investigation'
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54571'
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Simon
full_name: Rapp, Simon
last_name: Rapp
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Schlegel M, Wiederkehr I, Rapp S, Koldewey C, Albers A, Dumitrescu R. Ontology
for Future-robust Product Portfolio Evolution: A Basis for the Development of
Models and Methods. In: Liu A, Kara S, eds. Procedia CIRP. Vol 119. Elsevier
BV; 2023:764-769. doi:10.1016/j.procir.2023.01.017'
apa: 'Schlegel, M., Wiederkehr, I., Rapp, S., Koldewey, C., Albers, A., & Dumitrescu,
R. (2023). Ontology for Future-robust Product Portfolio Evolution: A Basis for
the Development of Models and Methods. In A. Liu & S. Kara (Eds.), Procedia
CIRP (Vol. 119, pp. 764–769). Elsevier BV. https://doi.org/10.1016/j.procir.2023.01.017'
bibtex: '@inproceedings{Schlegel_Wiederkehr_Rapp_Koldewey_Albers_Dumitrescu_2023,
title={Ontology for Future-robust Product Portfolio Evolution: A Basis for the
Development of Models and Methods}, volume={119}, DOI={10.1016/j.procir.2023.01.017},
booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Schlegel, Michael
and Wiederkehr, Ingrid and Rapp, Simon and Koldewey, Christian and Albers, Albert
and Dumitrescu, Roman}, editor={Liu, Ang and Kara, Sami}, year={2023}, pages={764–769}
}'
chicago: 'Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey,
Albert Albers, and Roman Dumitrescu. “Ontology for Future-Robust Product Portfolio
Evolution: A Basis for the Development of Models and Methods.” In Procedia
CIRP, edited by Ang Liu and Sami Kara, 119:764–69. Elsevier BV, 2023. https://doi.org/10.1016/j.procir.2023.01.017.'
ieee: 'M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu,
“Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development
of Models and Methods,” in Procedia CIRP, Sydney, 2023, vol. 119, pp. 764–769,
doi: 10.1016/j.procir.2023.01.017.'
mla: 'Schlegel, Michael, et al. “Ontology for Future-Robust Product Portfolio Evolution:
A Basis for the Development of Models and Methods.” Procedia CIRP, edited
by Ang Liu and Sami Kara, vol. 119, Elsevier BV, 2023, pp. 764–69, doi:10.1016/j.procir.2023.01.017.'
short: 'M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu,
in: A. Liu, S. Kara (Eds.), Procedia CIRP, Elsevier BV, 2023, pp. 764–769.'
conference:
end_date: 2023-05-19
location: Sydney
name: The 33rd CIRP Design Conference
start_date: 2023-05-17
date_created: 2024-06-04T08:36:39Z
date_updated: 2024-06-04T08:40:44Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.01.017
editor:
- first_name: 'Ang '
full_name: 'Liu, Ang '
last_name: Liu
- first_name: Sami
full_name: Kara, Sami
last_name: Kara
intvolume: ' 119'
language:
- iso: eng
page: 764-769
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development
of Models and Methods'
type: conference
user_id: '102490'
volume: 119
year: '2023'
...
---
_id: '54574'
author:
- first_name: Julian
full_name: Weller, Julian
last_name: Weller
- first_name: Nico Migenda
full_name: Nico Migenda, Nico Migenda
last_name: Nico Migenda
- first_name: Rui Liu
full_name: Rui Liu, Rui Liu
last_name: Rui Liu
- first_name: Arthur Wegel
full_name: Arthur Wegel, Arthur Wegel
last_name: Arthur Wegel
- first_name: Martin Kohlhase
full_name: Martin Kohlhase, Martin Kohlhase
last_name: Martin Kohlhase
- first_name: Wolfram Schenck
full_name: Wolfram Schenck, Wolfram Schenck
last_name: Wolfram Schenck
- first_name: Sebastian von Enzberg
full_name: Sebastian von Enzberg, Sebastian von Enzberg
last_name: Sebastian von Enzberg
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Weller J, Nico Migenda NM, Rui Liu RL, et al. Towards a systematic approach
for Prescriptive Analytics use cases in smart factories. In: ; 2023.'
apa: Weller, J., Nico Migenda, N. M., Rui Liu, R. L., Arthur Wegel, A. W., Martin
Kohlhase, M. K., Wolfram Schenck, W. S., Sebastian von Enzberg, S. von E., &
Dumitrescu, R. (2023). Towards a systematic approach for Prescriptive Analytics
use cases in smart factories. ML4CPS – Machine Learning For Cyber-Physical
Systems, Hamburg.
bibtex: '@inproceedings{Weller_Nico Migenda_Rui Liu_Arthur Wegel_Martin Kohlhase_Wolfram
Schenck_Sebastian von Enzberg_Dumitrescu_2023, title={Towards a systematic approach
for Prescriptive Analytics use cases in smart factories}, author={Weller, Julian
and Nico Migenda, Nico Migenda and Rui Liu, Rui Liu and Arthur Wegel, Arthur Wegel
and Martin Kohlhase, Martin Kohlhase and Wolfram Schenck, Wolfram Schenck and
Sebastian von Enzberg, Sebastian von Enzberg and Dumitrescu, Roman}, year={2023}
}'
chicago: Weller, Julian, Nico Migenda Nico Migenda, Rui Liu Rui Liu, Arthur Wegel
Arthur Wegel, Martin Kohlhase Martin Kohlhase, Wolfram Schenck Wolfram Schenck,
Sebastian von Enzberg Sebastian von Enzberg, and Roman Dumitrescu. “Towards a
Systematic Approach for Prescriptive Analytics Use Cases in Smart Factories,”
2023.
ieee: J. Weller et al., “Towards a systematic approach for Prescriptive Analytics
use cases in smart factories,” presented at the ML4CPS – Machine Learning For
Cyber-Physical Systems, Hamburg, 2023.
mla: Weller, Julian, et al. Towards a Systematic Approach for Prescriptive Analytics
Use Cases in Smart Factories. 2023.
short: 'J. Weller, N.M. Nico Migenda, R.L. Rui Liu, A.W. Arthur Wegel, M.K. Martin
Kohlhase, W.S. Wolfram Schenck, S. von E. Sebastian von Enzberg, R. Dumitrescu,
in: 2023.'
conference:
end_date: 2023-03-31
location: Hamburg
name: ML4CPS – Machine Learning For Cyber-Physical Systems
start_date: 2023-03-29
date_created: 2024-06-04T09:00:17Z
date_updated: 2024-06-04T09:00:23Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Towards a systematic approach for Prescriptive Analytics use cases in smart
factories
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54618'
author:
- first_name: 'Daria '
full_name: 'Wilke, Daria '
last_name: Wilke
- first_name: Carolin
full_name: Grewe, Carolin
last_name: Grewe
- first_name: Dhusjanth
full_name: Thavathilakarjah, Dhusjanth
last_name: Thavathilakarjah
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Wilke D, Grewe C, Thavathilakarjah D, Anacker H, Dumitrescu R. Method Engineering
– a Systematic Literature Review on Scopus Base. In: ; 2023.'
apa: Wilke, D., Grewe, C., Thavathilakarjah, D., Anacker, H., & Dumitrescu,
R. (2023). Method Engineering – a Systematic Literature Review on Scopus Base.
56th CIRP Conference on Manufacturing Systems, Kapstadt.
bibtex: '@inproceedings{Wilke_Grewe_Thavathilakarjah_Anacker_Dumitrescu_2023, title={Method
Engineering – a Systematic Literature Review on Scopus Base}, author={Wilke, Daria and
Grewe, Carolin and Thavathilakarjah, Dhusjanth and Anacker, Harald and Dumitrescu,
Roman}, year={2023} }'
chicago: Wilke, Daria , Carolin Grewe, Dhusjanth Thavathilakarjah, Harald Anacker,
and Roman Dumitrescu. “Method Engineering – a Systematic Literature Review on
Scopus Base,” 2023.
ieee: D. Wilke, C. Grewe, D. Thavathilakarjah, H. Anacker, and R. Dumitrescu, “Method
Engineering – a Systematic Literature Review on Scopus Base,” presented at the
56th CIRP Conference on Manufacturing Systems, Kapstadt, 2023.
mla: Wilke, Daria, et al. Method Engineering – a Systematic Literature Review
on Scopus Base. 2023.
short: 'D. Wilke, C. Grewe, D. Thavathilakarjah, H. Anacker, R. Dumitrescu, in:
2023.'
conference:
end_date: 2023-10-26
location: Kapstadt
name: 56th CIRP Conference on Manufacturing Systems
start_date: 2023-10-24
date_created: 2024-06-05T08:45:40Z
date_updated: 2024-06-05T08:45:49Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Method Engineering – a Systematic Literature Review on Scopus Base
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54620'
author:
- first_name: Tobias
full_name: Seidenberg, Tobias
last_name: Seidenberg
- first_name: Joe
full_name: Ayoub, Joe
last_name: Ayoub
- first_name: Mike
full_name: Figge, Mike
last_name: Figge
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Seidenberg T, Ayoub J, Figge M, Anacker H, Dumitrescu R. Method to support
the selection of localization technologies for Industry 4.0. In: ; 2023.'
apa: Seidenberg, T., Ayoub, J., Figge, M., Anacker, H., & Dumitrescu, R. (2023).
Method to support the selection of localization technologies for Industry 4.0.
8th International Conference on Information Systems Engineering, Bangkok.
bibtex: '@inproceedings{Seidenberg_Ayoub_Figge_Anacker_Dumitrescu_2023, title={Method
to support the selection of localization technologies for Industry 4.0}, author={Seidenberg,
Tobias and Ayoub, Joe and Figge, Mike and Anacker, Harald and Dumitrescu, Roman},
year={2023} }'
chicago: Seidenberg, Tobias, Joe Ayoub, Mike Figge, Harald Anacker, and Roman Dumitrescu.
“Method to Support the Selection of Localization Technologies for Industry 4.0,”
2023.
ieee: T. Seidenberg, J. Ayoub, M. Figge, H. Anacker, and R. Dumitrescu, “Method
to support the selection of localization technologies for Industry 4.0,” presented
at the 8th International Conference on Information Systems Engineering, Bangkok,
2023.
mla: Seidenberg, Tobias, et al. Method to Support the Selection of Localization
Technologies for Industry 4.0. 2023.
short: 'T. Seidenberg, J. Ayoub, M. Figge, H. Anacker, R. Dumitrescu, in: 2023.'
conference:
end_date: 2023-12-18
location: Bangkok
name: 8th International Conference on Information Systems Engineering
start_date: 2023-12-16
date_created: 2024-06-05T08:52:27Z
date_updated: 2024-06-05T08:52:33Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Method to support the selection of localization technologies for Industry 4.0
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54621'
author:
- first_name: Nick
full_name: Schreiner, Nick
last_name: Schreiner
- first_name: Christian
full_name: Kürpick, Christian
last_name: Kürpick
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Schreiner N, Kürpick C, Kühn A, Dumitrescu R. Sustainability Data Map: Framework
for Data-Based Product Carbon Footprinting of Technical Products. In: ; 2023.'
apa: 'Schreiner, N., Kürpick, C., Kühn, A., & Dumitrescu, R. (2023). Sustainability
Data Map: Framework for Data-Based Product Carbon Footprinting of Technical Products.
19th Global Conference on Sustainable Manufacturing, Buenos Aires.'
bibtex: '@inproceedings{Schreiner_Kürpick_Kühn_Dumitrescu_2023, title={Sustainability
Data Map: Framework for Data-Based Product Carbon Footprinting of Technical Products},
author={Schreiner, Nick and Kürpick, Christian and Kühn, Arno and Dumitrescu,
Roman}, year={2023} }'
chicago: 'Schreiner, Nick, Christian Kürpick, Arno Kühn, and Roman Dumitrescu. “Sustainability
Data Map: Framework for Data-Based Product Carbon Footprinting of Technical Products,”
2023.'
ieee: 'N. Schreiner, C. Kürpick, A. Kühn, and R. Dumitrescu, “Sustainability Data
Map: Framework for Data-Based Product Carbon Footprinting of Technical Products,”
presented at the 19th Global Conference on Sustainable Manufacturing, Buenos Aires,
2023.'
mla: 'Schreiner, Nick, et al. Sustainability Data Map: Framework for Data-Based
Product Carbon Footprinting of Technical Products. 2023.'
short: 'N. Schreiner, C. Kürpick, A. Kühn, R. Dumitrescu, in: 2023.'
conference:
end_date: 2023-12-06
location: Buenos Aires
name: 19th Global Conference on Sustainable Manufacturing
start_date: 2023-12-04
date_created: 2024-06-05T09:03:33Z
date_updated: 2024-06-05T09:03:38Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: 'Sustainability Data Map: Framework for Data-Based Product Carbon Footprinting
of Technical Products'
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54622'
author:
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Christian
full_name: Fechtelpeter,, Christian
last_name: Fechtelpeter,
- first_name: Jessica
full_name: Wulf, Jessica
last_name: Wulf
- first_name: Salome
full_name: Leßmann, Salome
last_name: Leßmann
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Gabriel S, Fechtelpeter, C, Wulf J, Leßmann S, Dumitrescu R. Transferkonzept
eines Kompetenzzentrums der Arbeitsforschung in einer von mittelständischen Unternehmen
geprägten Region.; 2023.
apa: Gabriel, S., Fechtelpeter, C., Wulf, J., Leßmann, S., & Dumitrescu, R.
(2023). Transferkonzept eines Kompetenzzentrums der Arbeitsforschung in einer
von mittelständischen Unternehmen geprägten Region.
bibtex: '@book{Gabriel_Fechtelpeter,_Wulf_Leßmann_Dumitrescu_2023, title={Transferkonzept
eines Kompetenzzentrums der Arbeitsforschung in einer von mittelständischen Unternehmen
geprägten Region}, author={Gabriel, Stefan and Fechtelpeter, Christian and Wulf,
Jessica and Leßmann, Salome and Dumitrescu, Roman}, year={2023} }'
chicago: Gabriel, Stefan, Christian Fechtelpeter, Jessica Wulf, Salome Leßmann,
and Roman Dumitrescu. Transferkonzept eines Kompetenzzentrums der Arbeitsforschung
in einer von mittelständischen Unternehmen geprägten Region, 2023.
ieee: S. Gabriel, C. Fechtelpeter, J. Wulf, S. Leßmann, and R. Dumitrescu, Transferkonzept
eines Kompetenzzentrums der Arbeitsforschung in einer von mittelständischen Unternehmen
geprägten Region. 2023.
mla: Gabriel, Stefan, et al. Transferkonzept eines Kompetenzzentrums der Arbeitsforschung
in einer von mittelständischen Unternehmen geprägten Region. 2023.
short: S. Gabriel, C. Fechtelpeter, J. Wulf, S. Leßmann, R. Dumitrescu, Transferkonzept
eines Kompetenzzentrums der Arbeitsforschung in einer von mittelständischen Unternehmen
geprägten Region, 2023.
date_created: 2024-06-05T10:23:58Z
date_updated: 2024-06-05T10:24:04Z
department:
- _id: '563'
language:
- iso: ger
status: public
title: Transferkonzept eines Kompetenzzentrums der Arbeitsforschung in einer von mittelständischen
Unternehmen geprägten Region
type: misc
user_id: '102490'
year: '2023'
...
---
_id: '37553'
author:
- first_name: Elena
full_name: Schrader, Elena
last_name: Schrader
- first_name: Ruslan
full_name: Bernijazov, Ruslan
last_name: Bernijazov
- first_name: Marc
full_name: Foullois, Marc
last_name: Foullois
- first_name: Michael
full_name: Hillebrand, Michael
last_name: Hillebrand
- first_name: Lydia
full_name: Kaiser, Lydia
last_name: Kaiser
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Schrader E, Bernijazov R, Foullois M, Hillebrand M, Kaiser L, Dumitrescu R.
Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering.
In: 2022 IEEE International Symposium on Systems Engineering (ISSE). IEEE;
2023. doi:10.1109/isse54508.2022.10005487'
apa: Schrader, E., Bernijazov, R., Foullois, M., Hillebrand, M., Kaiser, L., &
Dumitrescu, R. (2023). Examples of AI-based Assistance Systems in context of Model-Based
Systems Engineering. 2022 IEEE International Symposium on Systems Engineering
(ISSE). https://doi.org/10.1109/isse54508.2022.10005487
bibtex: '@inproceedings{Schrader_Bernijazov_Foullois_Hillebrand_Kaiser_Dumitrescu_2023,
title={Examples of AI-based Assistance Systems in context of Model-Based Systems
Engineering}, DOI={10.1109/isse54508.2022.10005487},
booktitle={2022 IEEE International Symposium on Systems Engineering (ISSE)}, publisher={IEEE},
author={Schrader, Elena and Bernijazov, Ruslan and Foullois, Marc and Hillebrand,
Michael and Kaiser, Lydia and Dumitrescu, Roman}, year={2023} }'
chicago: Schrader, Elena, Ruslan Bernijazov, Marc Foullois, Michael Hillebrand,
Lydia Kaiser, and Roman Dumitrescu. “Examples of AI-Based Assistance Systems in
Context of Model-Based Systems Engineering.” In 2022 IEEE International Symposium
on Systems Engineering (ISSE). IEEE, 2023. https://doi.org/10.1109/isse54508.2022.10005487.
ieee: 'E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, and R.
Dumitrescu, “Examples of AI-based Assistance Systems in context of Model-Based
Systems Engineering,” 2023, doi: 10.1109/isse54508.2022.10005487.'
mla: Schrader, Elena, et al. “Examples of AI-Based Assistance Systems in Context
of Model-Based Systems Engineering.” 2022 IEEE International Symposium on Systems
Engineering (ISSE), IEEE, 2023, doi:10.1109/isse54508.2022.10005487.
short: 'E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, R. Dumitrescu,
in: 2022 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2023.'
date_created: 2023-01-19T10:39:14Z
date_updated: 2023-01-19T10:43:05Z
department:
- _id: '563'
doi: 10.1109/isse54508.2022.10005487
language:
- iso: eng
publication: 2022 IEEE International Symposium on Systems Engineering (ISSE)
publication_status: published
publisher: IEEE
status: public
title: Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '45793'
abstract:
- lang: eng
text: The global megatrends of digitization and sustainability lead to new challenges
for the design and management of technical products in industrial companies. Product
management - as the bridge between market and company - has the task to absorb
and combine the manifold requirements and make the right product-related decisions.
In the process, product management is confronted with heterogeneous information,
rapidly changing portfolio components, as well as increasing product, and organizational
complexity. Combining and utilizing data from different sources, e.g., product
usage data and social media data leads to promising potentials to improve the
quality of product-related decisions. In this paper, we reinforce the need for
data-driven product management as an interdisciplinary field of action. The state
of data-driven product management in practice was analyzed by conducting workshops
with six manufacturing companies and hosting a focus group meeting with experts
from different industries. We investigate the expectations and derive requirements
leading us to open research questions, a vision for data-driven product management,
and a research agenda to shape future research efforts.
author:
- first_name: Khoren
full_name: Grigoryan, Khoren
last_name: Grigoryan
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Nick
full_name: Schreiner, Nick
last_name: Schreiner
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Melina
full_name: Panzner, Melina
id: '72658'
last_name: Panzner
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
citation:
ama: 'Grigoryan K, Fichtler T, Schreiner N, et al. Data-Driven Product Management:
A Practitioner-Driven Research Agenda. In: Procedia CIRP 33. ; 2023.'
apa: 'Grigoryan, K., Fichtler, T., Schreiner, N., Rabe, M., Panzner, M., Kühn, A.,
Dumitrescu, R., & Koldewey, C. (2023). Data-Driven Product Management: A Practitioner-Driven
Research Agenda. Procedia CIRP 33. 33rd CIRP Design Conference, Sydney.'
bibtex: '@inproceedings{Grigoryan_Fichtler_Schreiner_Rabe_Panzner_Kühn_Dumitrescu_Koldewey_2023,
title={Data-Driven Product Management: A Practitioner-Driven Research Agenda},
booktitle={Procedia CIRP 33}, author={Grigoryan, Khoren and Fichtler, Timm and
Schreiner, Nick and Rabe, Martin and Panzner, Melina and Kühn, Arno and Dumitrescu,
Roman and Koldewey, Christian}, year={2023} }'
chicago: 'Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina
Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product
Management: A Practitioner-Driven Research Agenda.” In Procedia CIRP 33,
2023.'
ieee: 'K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven
Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.'
mla: 'Grigoryan, Khoren, et al. “Data-Driven Product Management: A Practitioner-Driven
Research Agenda.” Procedia CIRP 33, 2023.'
short: 'K. Grigoryan, T. Fichtler, N. Schreiner, M. Rabe, M. Panzner, A. Kühn, R.
Dumitrescu, C. Koldewey, in: Procedia CIRP 33, 2023.'
conference:
location: Sydney
name: 33rd CIRP Design Conference
date_created: 2023-06-27T13:46:45Z
date_updated: 2023-06-27T13:57:42Z
department:
- _id: '563'
- _id: '241'
keyword:
- Product Management
- Data Analytics
- Data-Driven Design
- Product-related data
- Lifecycle Data
- Tool-support
language:
- iso: eng
publication: Procedia CIRP 33
status: public
title: 'Data-Driven Product Management: A Practitioner-Driven Research Agenda'
type: conference
user_id: '66731'
year: '2023'
...