---
_id: '49362'
author:
- first_name: Julian
full_name: Weller, Julian
last_name: Weller
- first_name: Nico
full_name: Migenda, Nico
last_name: Migenda
- first_name: Arthur
full_name: Wegel, Arthur
last_name: Wegel
- first_name: Martin
full_name: Kohlhase, Martin
last_name: Kohlhase
- first_name: Wolfram
full_name: Schenk, Wolfram
last_name: Schenk
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Weller J, Migenda N, Wegel A, Kohlhase M, Schenk W, Dumitrescu R. Conceptual
Framework for Prescriptive Analytics based on decision Theory. In: IEEE ADACIS
2023. ; 2023.'
apa: Weller, J., Migenda, N., Wegel, A., Kohlhase, M., Schenk, W., & Dumitrescu,
R. (2023). Conceptual Framework for Prescriptive Analytics based on decision Theory.
IEEE ADACIS 2023. The 2023 IEEE International Conference on Advances in
Data-Driven Analytics and Intelligent Systems, Marrakesh, Marokko.
bibtex: '@inproceedings{Weller_Migenda_Wegel_Kohlhase_Schenk_Dumitrescu_2023, title={Conceptual
Framework for Prescriptive Analytics based on decision Theory}, booktitle={IEEE
ADACIS 2023}, author={Weller, Julian and Migenda, Nico and Wegel, Arthur and Kohlhase,
Martin and Schenk, Wolfram and Dumitrescu, Roman}, year={2023} }'
chicago: Weller, Julian, Nico Migenda, Arthur Wegel, Martin Kohlhase, Wolfram Schenk,
and Roman Dumitrescu. “Conceptual Framework for Prescriptive Analytics Based on
Decision Theory.” In IEEE ADACIS 2023, 2023.
ieee: J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, and R. Dumitrescu,
“Conceptual Framework for Prescriptive Analytics based on decision Theory,” presented
at the The 2023 IEEE International Conference on Advances in Data-Driven Analytics
and Intelligent Systems, Marrakesh, Marokko, 2023.
mla: Weller, Julian, et al. “Conceptual Framework for Prescriptive Analytics Based
on Decision Theory.” IEEE ADACIS 2023, 2023.
short: 'J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, R. Dumitrescu,
in: IEEE ADACIS 2023, 2023.'
conference:
end_date: 2023-11-25
location: Marrakesh, Marokko
name: The 2023 IEEE International Conference on Advances in Data-Driven Analytics
and Intelligent Systems
start_date: 2023-11-23
date_created: 2023-11-30T10:33:42Z
date_updated: 2023-11-30T11:30:06Z
department:
- _id: '563'
language:
- iso: eng
publication: IEEE ADACIS 2023
status: public
title: Conceptual Framework for Prescriptive Analytics based on decision Theory
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '47836'
author:
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- 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, Koldewey C, Dumitrescu R. A Reference Process Model for Scenario-based
Foresight. In: Proceedings of the XXXII ISPIM Innovation Conference. ;
2023.'
apa: 'Ködding, P., Koldewey, C., & Dumitrescu, R. (2023). A Reference Process
Model for Scenario-based Foresight. Proceedings of the XXXII ISPIM Innovation
Conference. ISPIM Innovation Conference: Innovation and Circular Economy.'
bibtex: '@inproceedings{Ködding_Koldewey_Dumitrescu_2023, title={A Reference Process
Model for Scenario-based Foresight}, booktitle={Proceedings of the XXXII ISPIM
Innovation Conference}, author={Ködding, Patrick and Koldewey, Christian and Dumitrescu,
Roman}, year={2023} }'
chicago: Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “A Reference
Process Model for Scenario-Based Foresight.” In Proceedings of the XXXII ISPIM
Innovation Conference, 2023.
ieee: 'P. Ködding, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for
Scenario-based Foresight,” presented at the ISPIM Innovation Conference: Innovation
and Circular Economy, 2023.'
mla: Ködding, Patrick, et al. “A Reference Process Model for Scenario-Based Foresight.”
Proceedings of the XXXII ISPIM Innovation Conference, 2023.
short: 'P. Ködding, C. Koldewey, R. Dumitrescu, in: Proceedings of the XXXII ISPIM
Innovation Conference, 2023.'
conference:
name: 'ISPIM Innovation Conference: Innovation and Circular Economy'
date_created: 2023-10-06T12:41:17Z
date_updated: 2023-11-30T11:46:09Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the XXXII ISPIM Innovation Conference
status: public
title: A Reference Process Model for Scenario-based Foresight
type: conference
user_id: '45402'
year: '2023'
...
---
_id: '49368'
author:
- first_name: Jörn Steffen
full_name: Menzefricke, Jörn Steffen
id: '29799'
last_name: Menzefricke
- 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: 'Menzefricke JS, Koldewey C, Dumitrescu R. Enhancing Risk Management for Digitalisation
Projects in the Context of Socio-Technical Systems. In: The Digital Twin of
Humans. Springer International Publishing; 2023. doi:10.1007/978-3-031-26104-6_3'
apa: Menzefricke, J. S., Koldewey, C., & Dumitrescu, R. (2023). Enhancing Risk
Management for Digitalisation Projects in the Context of Socio-Technical Systems.
In The Digital Twin of Humans. Springer International Publishing. https://doi.org/10.1007/978-3-031-26104-6_3
bibtex: '@inbook{Menzefricke_Koldewey_Dumitrescu_2023, place={Cham}, title={Enhancing
Risk Management for Digitalisation Projects in the Context of Socio-Technical
Systems}, DOI={10.1007/978-3-031-26104-6_3},
booktitle={The Digital Twin of Humans}, publisher={Springer International Publishing},
author={Menzefricke, Jörn Steffen and Koldewey, Christian and Dumitrescu, Roman},
year={2023} }'
chicago: 'Menzefricke, Jörn Steffen, Christian Koldewey, and Roman Dumitrescu. “Enhancing
Risk Management for Digitalisation Projects in the Context of Socio-Technical
Systems.” In The Digital Twin of Humans. Cham: Springer International Publishing,
2023. https://doi.org/10.1007/978-3-031-26104-6_3.'
ieee: 'J. S. Menzefricke, C. Koldewey, and R. Dumitrescu, “Enhancing Risk Management
for Digitalisation Projects in the Context of Socio-Technical Systems,” in The
Digital Twin of Humans, Cham: Springer International Publishing, 2023.'
mla: Menzefricke, Jörn Steffen, et al. “Enhancing Risk Management for Digitalisation
Projects in the Context of Socio-Technical Systems.” The Digital Twin of Humans,
Springer International Publishing, 2023, doi:10.1007/978-3-031-26104-6_3.
short: 'J.S. Menzefricke, C. Koldewey, R. Dumitrescu, in: The Digital Twin of Humans,
Springer International Publishing, Cham, 2023.'
date_created: 2023-11-30T14:36:15Z
date_updated: 2023-11-30T14:37:11Z
department:
- _id: '563'
doi: 10.1007/978-3-031-26104-6_3
language:
- iso: eng
place: Cham
publication: The Digital Twin of Humans
publication_identifier:
isbn:
- '9783031261039'
- '9783031261046'
publication_status: published
publisher: Springer International Publishing
status: public
title: Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical
Systems
type: book_chapter
user_id: '43136'
year: '2023'
...
---
_id: '48601'
abstract:
- lang: eng
text: AbstractIn global competition, companies
are continuously searching for a competitive advantage. A growing number of companies
have identified the design of their products as a major success factor. The promises
for companies associated with outstanding design are extremely attractive, ranging
from better customer experience to higher sales growth. But even though the advantages
of design seem to be compelling, companies are still having difficulties in leveraging
the benefits of design.In this paper, we want to identify the
underlying challenges that explain this gap. We are especially interested in the
role and challenges of design in interdisciplinary product development. Therefore,
we perform a literature review that clarifies terminology, analyses research approaches
and identifies challenges. We determine seven key challenges for design in interdisciplinary
product development. Furthermore, we observe a limited scope of research approaches
in the reviewed literature. Based on these findings, we propose three further
research directions to strengthen the role of design in interdisciplinary product
development in the future.
author:
- first_name: Bernd
full_name: Stöhr, Bernd
last_name: Stöhr
- 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: 'Stöhr B, Koldewey C, Dumitrescu R. The Role of Design in interdisciplinary
Product Development – Challenges, Research Approaches and Further Research needs.
In: Proceedings of the Design Society. Vol 3. Cambridge University Press
(CUP); 2023:3473-3482. doi:10.1017/pds.2023.348'
apa: Stöhr, B., Koldewey, C., & Dumitrescu, R. (2023). The Role of Design in
interdisciplinary Product Development – Challenges, Research Approaches and Further
Research needs. Proceedings of the Design Society, 3, 3473–3482.
https://doi.org/10.1017/pds.2023.348
bibtex: '@inproceedings{Stöhr_Koldewey_Dumitrescu_2023, title={The Role of Design
in interdisciplinary Product Development – Challenges, Research Approaches and
Further Research needs}, volume={3}, DOI={10.1017/pds.2023.348},
booktitle={Proceedings of the Design Society}, publisher={Cambridge University
Press (CUP)}, author={Stöhr, Bernd and Koldewey, Christian and Dumitrescu, Roman},
year={2023}, pages={3473–3482} }'
chicago: Stöhr, Bernd, Christian Koldewey, and Roman Dumitrescu. “The Role of Design
in Interdisciplinary Product Development – Challenges, Research Approaches and
Further Research Needs.” In Proceedings of the Design Society, 3:3473–82.
Cambridge University Press (CUP), 2023. https://doi.org/10.1017/pds.2023.348.
ieee: 'B. Stöhr, C. Koldewey, and R. Dumitrescu, “The Role of Design in interdisciplinary
Product Development – Challenges, Research Approaches and Further Research needs,”
in Proceedings of the Design Society, 2023, vol. 3, pp. 3473–3482, doi:
10.1017/pds.2023.348.'
mla: Stöhr, Bernd, et al. “The Role of Design in Interdisciplinary Product Development
– Challenges, Research Approaches and Further Research Needs.” Proceedings
of the Design Society, vol. 3, Cambridge University Press (CUP), 2023, pp.
3473–82, doi:10.1017/pds.2023.348.
short: 'B. Stöhr, C. Koldewey, R. Dumitrescu, in: Proceedings of the Design Society,
Cambridge University Press (CUP), 2023, pp. 3473–3482.'
date_created: 2023-11-03T10:16:35Z
date_updated: 2023-12-01T08:16:38Z
department:
- _id: '563'
doi: 10.1017/pds.2023.348
intvolume: ' 3'
language:
- iso: eng
page: 3473-3482
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: The Role of Design in interdisciplinary Product Development – Challenges, Research
Approaches and Further Research needs
type: conference
user_id: '15782'
volume: 3
year: '2023'
...
---
_id: '47850'
abstract:
- lang: eng
text: AbstractThe megatrend sustainability will
significantly change the future value creation of manufacturing companies. Their
current linear value creation models need to change to conform to the requirements
of sustainability. To face the challenges the circular economy has emerged as
a promising economic model. With the shift from a linear to a circular economy,
companies have to adjust their current business models. However, they still lack
knowledge and adequate methods to develop circular business models. Hence, the
aim of the paper is a circular business model canvas (CBMC) for designing circular
businesses. A systematic literature review was conducted to identify significant
criteria for circular business models. The criteria were analyzed utilizing a
qualitative content analysis to derive the business model elements required for
the circular economy. Existing elements from the Business Model Canvas were enriched
and five new elements, e.g., reverse logistics, were found. Then, the business
model elements were logically arranged resulting in the CBMC. It guides companies
to systematically develop business models for the circular economy. The CBMC was
evaluated by applying it within a mediumsized company in the electronics sector.
author:
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Malte
full_name: Rohde, Malte
last_name: Rohde
- 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: Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Designing Business Models
for a Circular Economy. Proceedings of the Design Society. 2023;3:1347-1356.
doi:10.1017/pds.2023.135
apa: Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2023). Designing
Business Models for a Circular Economy. Proceedings of the Design Society,
3, 1347–1356. https://doi.org/10.1017/pds.2023.135
bibtex: '@article{Scholtysik_Rohde_Koldewey_Dumitrescu_2023, title={Designing Business
Models for a Circular Economy}, volume={3}, DOI={10.1017/pds.2023.135},
journal={Proceedings of the Design Society}, publisher={Cambridge University Press
(CUP)}, author={Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and
Dumitrescu, Roman}, year={2023}, pages={1347–1356} }'
chicago: 'Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu.
“Designing Business Models for a Circular Economy.” Proceedings of the Design
Society 3 (2023): 1347–56. https://doi.org/10.1017/pds.2023.135.'
ieee: 'M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Designing Business
Models for a Circular Economy,” Proceedings of the Design Society, vol.
3, pp. 1347–1356, 2023, doi: 10.1017/pds.2023.135.'
mla: Scholtysik, Michel, et al. “Designing Business Models for a Circular Economy.”
Proceedings of the Design Society, vol. 3, Cambridge University Press (CUP),
2023, pp. 1347–56, doi:10.1017/pds.2023.135.
short: M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, Proceedings of the Design
Society 3 (2023) 1347–1356.
date_created: 2023-10-09T06:25:07Z
date_updated: 2023-12-01T08:17:25Z
department:
- _id: '563'
doi: 10.1017/pds.2023.135
intvolume: ' 3'
language:
- iso: eng
page: 1347-1356
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: Designing Business Models for a Circular Economy
type: journal_article
user_id: '15782'
volume: 3
year: '2023'
...
---
_id: '47813'
abstract:
- lang: eng
text: AbstractThe development of modern vehicles
is complex, especially regarding compliance with security and safety. ISO/SAE
21434 considers security and safety along the entire product life cycle. According
to the standard, a system architecture, a risk analysis, and the application of
countermeasures are carried out in the early system design. Design patterns are
solutions to known design problems. Security Design Patterns (SDP) describe countermeasures
and are used to reduce risk. After our literature review, we did not find a suitable
approach that presents SDPs that would be applicable in early system design. In
this paper, we present 10 SDPs for early system design, which we evaluated during
an 11-week student project with 28 teams. We present the results of the quantitative
analysis and the evaluation of the feedback.
author:
- first_name: Sergej
full_name: Japs, Sergej
last_name: Japs
- first_name: Faizan
full_name: Faheem, Faizan
last_name: Faheem
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Stephan
full_name: Husung, Stephan
last_name: Husung
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Japs S, Faheem F, Anacker H, Husung S, Dumitrescu R. Model-based Systems Engineering
using Security Design Patterns in the Context of ISO/SAE 21434. Proceedings
of the Design Society. 2023;3:2675-2684. doi:10.1017/pds.2023.268
apa: Japs, S., Faheem, F., Anacker, H., Husung, S., & Dumitrescu, R. (2023).
Model-based Systems Engineering using Security Design Patterns in the Context
of ISO/SAE 21434. Proceedings of the Design Society, 3, 2675–2684.
https://doi.org/10.1017/pds.2023.268
bibtex: '@article{Japs_Faheem_Anacker_Husung_Dumitrescu_2023, title={Model-based
Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434},
volume={3}, DOI={10.1017/pds.2023.268},
journal={Proceedings of the Design Society}, publisher={Cambridge University Press
(CUP)}, author={Japs, Sergej and Faheem, Faizan and Anacker, Harald and Husung,
Stephan and Dumitrescu, Roman}, year={2023}, pages={2675–2684} }'
chicago: 'Japs, Sergej, Faizan Faheem, Harald Anacker, Stephan Husung, and Roman
Dumitrescu. “Model-Based Systems Engineering Using Security Design Patterns in
the Context of ISO/SAE 21434.” Proceedings of the Design Society 3 (2023):
2675–84. https://doi.org/10.1017/pds.2023.268.'
ieee: 'S. Japs, F. Faheem, H. Anacker, S. Husung, and R. Dumitrescu, “Model-based
Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434,”
Proceedings of the Design Society, vol. 3, pp. 2675–2684, 2023, doi: 10.1017/pds.2023.268.'
mla: Japs, Sergej, et al. “Model-Based Systems Engineering Using Security Design
Patterns in the Context of ISO/SAE 21434.” Proceedings of the Design Society,
vol. 3, Cambridge University Press (CUP), 2023, pp. 2675–84, doi:10.1017/pds.2023.268.
short: S. Japs, F. Faheem, H. Anacker, S. Husung, R. Dumitrescu, Proceedings of
the Design Society 3 (2023) 2675–2684.
date_created: 2023-10-06T09:31:17Z
date_updated: 2023-12-01T08:14:39Z
department:
- _id: '563'
doi: 10.1017/pds.2023.268
intvolume: ' 3'
language:
- iso: eng
page: 2675-2684
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: Model-based Systems Engineering using Security Design Patterns in the Context
of ISO/SAE 21434
type: journal_article
user_id: '15782'
volume: 3
year: '2023'
...
---
_id: '49361'
author:
- first_name: Tobias
full_name: Seidenberg, Tobias
last_name: Seidenberg
- first_name: Jan-Philipp
full_name: Disselkamp, Jan-Philipp
last_name: Disselkamp
- first_name: Christoph
full_name: Jürgenhake, Christoph
last_name: Jürgenhake
- first_name: Ansgar
full_name: Wicker, Ansgar
last_name: Wicker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Edmund
full_name: Tolo, Edmund
last_name: Tolo
citation:
ama: 'Seidenberg T, Disselkamp J-P, Jürgenhake C, Wicker A, Dumitrescu R, Tolo E.
TCO analysis of a modular and integral product architecture in shipbuilding. In:
; 2023. doi: 10.1109/ICE/ITMC58018.2023.10332277'
apa: Seidenberg, T., Disselkamp, J.-P., Jürgenhake, C., Wicker, A., Dumitrescu,
R., & Tolo, E. (2023). TCO analysis of a modular and integral product architecture
in shipbuilding. IEEE Ice Conference 2023, Edingburgh. https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332277
bibtex: '@inproceedings{Seidenberg_Disselkamp_Jürgenhake_Wicker_Dumitrescu_Tolo_2023,
title={TCO analysis of a modular and integral product architecture in shipbuilding},
DOI={ 10.1109/ICE/ITMC58018.2023.10332277},
author={Seidenberg, Tobias and Disselkamp, Jan-Philipp and Jürgenhake, Christoph
and Wicker, Ansgar and Dumitrescu, Roman and Tolo, Edmund}, year={2023} }'
chicago: Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Ansgar
Wicker, Roman Dumitrescu, and Edmund Tolo. “TCO Analysis of a Modular and Integral
Product Architecture in Shipbuilding,” 2023. https://doi.org/
10.1109/ICE/ITMC58018.2023.10332277.
ieee: 'T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, A. Wicker, R. Dumitrescu,
and E. Tolo, “TCO analysis of a modular and integral product architecture in shipbuilding,”
presented at the IEEE Ice Conference 2023, Edingburgh, 2023, doi: 10.1109/ICE/ITMC58018.2023.10332277.'
mla: Seidenberg, Tobias, et al. TCO Analysis of a Modular and Integral Product
Architecture in Shipbuilding. 2023, doi:
10.1109/ICE/ITMC58018.2023.10332277.
short: 'T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, A. Wicker, R. Dumitrescu,
E. Tolo, in: 2023.'
conference:
end_date: 2023-06-22
location: Edingburgh
name: IEEE Ice Conference 2023
start_date: 2023-06-19
date_created: 2023-11-30T10:27:50Z
date_updated: 2023-12-06T07:46:08Z
department:
- _id: '563'
doi: ' 10.1109/ICE/ITMC58018.2023.10332277'
language:
- iso: eng
status: public
title: TCO analysis of a modular and integral product architecture in shipbuilding
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '49360'
author:
- first_name: Jan-Philipp
full_name: Disselkamp, Jan-Philipp
last_name: Disselkamp
- first_name: Tobias
full_name: Seidenberg, Tobias
last_name: Seidenberg
- first_name: Christoph
full_name: Jürgenhake, Christoph
last_name: Jürgenhake
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Disselkamp J-P, Seidenberg T, Jürgenhake C, Anacker H, Dumitrescu R. Future
production of ships – case study for modular high-speed ferries. In: ; 2023. doi: 10.1109/ICE/ITMC58018.2023.10332382'
apa: Disselkamp, J.-P., Seidenberg, T., Jürgenhake, C., Anacker, H., & Dumitrescu,
R. (2023). Future production of ships – case study for modular high-speed ferries.
IEEE Ice Conference 2023, Edingburgh. https://doi.org/
10.1109/ICE/ITMC58018.2023.10332382
bibtex: '@inproceedings{Disselkamp_Seidenberg_Jürgenhake_Anacker_Dumitrescu_2023,
title={Future production of ships – case study for modular high-speed ferries},
DOI={ 10.1109/ICE/ITMC58018.2023.10332382},
author={Disselkamp, Jan-Philipp and Seidenberg, Tobias and Jürgenhake, Christoph
and Anacker, Harald and Dumitrescu, Roman}, year={2023} }'
chicago: Disselkamp, Jan-Philipp, Tobias Seidenberg, Christoph Jürgenhake, Harald
Anacker, and Roman Dumitrescu. “Future Production of Ships – Case Study for Modular
High-Speed Ferries,” 2023. https://doi.org/
10.1109/ICE/ITMC58018.2023.10332382.
ieee: 'J.-P. Disselkamp, T. Seidenberg, C. Jürgenhake, H. Anacker, and R. Dumitrescu,
“Future production of ships – case study for modular high-speed ferries,” presented
at the IEEE Ice Conference 2023, Edingburgh, 2023, doi: 10.1109/ICE/ITMC58018.2023.10332382.'
mla: Disselkamp, Jan-Philipp, et al. Future Production of Ships – Case Study
for Modular High-Speed Ferries. 2023, doi:
10.1109/ICE/ITMC58018.2023.10332382.
short: 'J.-P. Disselkamp, T. Seidenberg, C. Jürgenhake, H. Anacker, R. Dumitrescu,
in: 2023.'
conference:
end_date: 2023-06-22
location: Edingburgh
name: IEEE Ice Conference 2023
start_date: 2023-06-19
date_created: 2023-11-30T10:26:12Z
date_updated: 2023-12-06T07:45:25Z
department:
- _id: '563'
doi: ' 10.1109/ICE/ITMC58018.2023.10332382'
language:
- iso: eng
status: public
title: Future production of ships – case study for modular high-speed ferries
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '52369'
abstract:
- lang: eng
text: Megatrends, such as digitization or sustainability, are confronting the product
management of manufacturing companies with a variety of challenges regarding the
design of future products, but also the management of the actual products. To
successfully position their products in the market, product managers need to gather
and analyze comprehensive information about customers, developments in the products’
environment, product usage, and more. The digitization of all aspects of life
is making data on these topics increasingly available – via social media, documents,
or the internet of things from the products themselves. The systematic collection
and analysis of these data enable the exploitation of new potentials for the adaption
of existing products and the creation of the products of tomorrow. However, there
are still no insights into the main concepts and cause-effect relationships in
exploiting data-driven approaches for product management. Therefore, this paper
aims to identify the main concepts and advantages of data-driven product management.
To answer the corresponding research questions a comprehensive systematic literature
review is conducted. From its results, a detailed description of the main concepts
of data-driven product management is derived. Furthermore, a taxonomy for the
advantages of data-driven product management is presented. The main concepts and
the taxonomy allow for a deeper understanding of the topic while highlighting
necessary future actions and research needs.
author:
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Khoren
full_name: Grigoryan, Khoren
last_name: Grigoryan
- 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: 'Fichtler T, Grigoryan K, Koldewey C, Dumitrescu R. Towards a Data-Driven Product
Management – Concepts, Advantages, and Future Research. In: 2023 IEEE International
Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE;
2023. doi:10.1109/ictmod59086.2023.10438135'
apa: Fichtler, T., Grigoryan, K., Koldewey, C., & Dumitrescu, R. (2023). Towards
a Data-Driven Product Management – Concepts, Advantages, and Future Research.
2023 IEEE International Conference on Technology Management, Operations and
Decisions (ICTMOD). IEEE International Conference on Technology Management,
Operations and Decisions (ICTMOD), Rabat, Morocco. https://doi.org/10.1109/ictmod59086.2023.10438135
bibtex: '@inproceedings{Fichtler_Grigoryan_Koldewey_Dumitrescu_2023, title={Towards
a Data-Driven Product Management – Concepts, Advantages, and Future Research},
DOI={10.1109/ictmod59086.2023.10438135},
booktitle={2023 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD)}, publisher={IEEE}, author={Fichtler, Timm and Grigoryan,
Khoren and Koldewey, Christian and Dumitrescu, Roman}, year={2023} }'
chicago: Fichtler, Timm, Khoren Grigoryan, Christian Koldewey, and Roman Dumitrescu.
“Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research.”
In 2023 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD). IEEE, 2023. https://doi.org/10.1109/ictmod59086.2023.10438135.
ieee: 'T. Fichtler, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “Towards a Data-Driven
Product Management – Concepts, Advantages, and Future Research,” presented at
the IEEE International Conference on Technology Management, Operations and Decisions
(ICTMOD), Rabat, Morocco, 2023, doi: 10.1109/ictmod59086.2023.10438135.'
mla: Fichtler, Timm, et al. “Towards a Data-Driven Product Management – Concepts,
Advantages, and Future Research.” 2023 IEEE International Conference on Technology
Management, Operations and Decisions (ICTMOD), IEEE, 2023, doi:10.1109/ictmod59086.2023.10438135.
short: 'T. Fichtler, K. Grigoryan, C. Koldewey, R. Dumitrescu, in: 2023 IEEE International
Conference on Technology Management, Operations and Decisions (ICTMOD), IEEE,
2023.'
conference:
end_date: 2023-11-24
location: Rabat, Morocco
name: IEEE International Conference on Technology Management, Operations and Decisions
(ICTMOD)
start_date: 2023-11-22
date_created: 2024-03-07T18:13:47Z
date_updated: 2024-03-07T18:17:34Z
department:
- _id: '563'
doi: 10.1109/ictmod59086.2023.10438135
keyword:
- Product Lifecyle Management (PLM)
- Data Analytics
- Data-driven Design
- Engineering Management
- Lifecycle Data
language:
- iso: eng
publication: 2023 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD)
publication_status: published
publisher: IEEE
status: public
title: Towards a Data-Driven Product Management – Concepts, Advantages, and Future
Research
type: conference
user_id: '66731'
year: '2023'
...
---
_id: '52671'
author:
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: K.
full_name: Hölzle, K.
last_name: Hölzle
citation:
ama: Dumitrescu R, Hölzle K. Vorausschau Und Technologieplanung. 17. Symposium
Für Vorausschau Und Technologieplanung . Vol Band 413.; 2023.
apa: 'Dumitrescu, R., & Hölzle, K. (2023). Vorausschau und Technologieplanung.
17. Symposium für Vorausschau und Technologieplanung : Vol. Band 413.'
bibtex: '@book{Dumitrescu_Hölzle_2023, series={HNI-Verlagsschriftreihe}, title={Vorausschau
und Technologieplanung. 17. Symposium für Vorausschau und Technologieplanung },
volume={Band 413}, author={Dumitrescu, Roman and Hölzle, K.}, year={2023}, collection={HNI-Verlagsschriftreihe}
}'
chicago: Dumitrescu, Roman, and K. Hölzle. Vorausschau Und Technologieplanung.
17. Symposium Für Vorausschau Und Technologieplanung . Vol. Band 413. HNI-Verlagsschriftreihe,
2023.
ieee: R. Dumitrescu and K. Hölzle, Vorausschau und Technologieplanung. 17. Symposium
für Vorausschau und Technologieplanung , vol. Band 413. 2023.
mla: Dumitrescu, Roman, and K. Hölzle. Vorausschau Und Technologieplanung. 17.
Symposium Für Vorausschau Und Technologieplanung . 2023.
short: R. Dumitrescu, K. Hölzle, Vorausschau Und Technologieplanung. 17. Symposium
Für Vorausschau Und Technologieplanung , 2023.
date_created: 2024-03-20T10:58:29Z
date_updated: 2024-04-02T09:47:28Z
department:
- _id: '26'
language:
- iso: eng
publication_identifier:
isbn:
- 978-3-947647-32-3
series_title: HNI-Verlagsschriftreihe
status: public
title: 'Vorausschau und Technologieplanung. 17. Symposium für Vorausschau und Technologieplanung '
type: misc
user_id: '5786'
volume: Band 413
year: '2023'
...
---
_id: '53553'
author:
- first_name: Leon
full_name: Özcan, Leon
id: '45137'
last_name: Özcan
- first_name: Marvin
full_name: Drewel, Marvin
last_name: Drewel
- 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: 'Özcan L, Drewel M, Koldewey C, Dumitrescu R. Strategische Planung des Einstiegs
in die Plattformökonomie. In: Schallmo D, Lang K, Werani T, Krumay B, eds. Digitalisierung:
Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter. Schwerpunkt
Business Model Innovation. Springer Fachmedien Wiesbaden; 2023. doi:10.1007/978-3-658-36634-6_7'
apa: 'Özcan, L., Drewel, M., Koldewey, C., & Dumitrescu, R. (2023). Strategische
Planung des Einstiegs in die Plattformökonomie. In D. Schallmo, K. Lang, T. Werani,
& B. Krumay (Eds.), Digitalisierung: Fallstudien, Tools und Erkenntnisse
für das digitale Zeitalter. Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-36634-6_7'
bibtex: '@inbook{Özcan_Drewel_Koldewey_Dumitrescu_2023, place={Wiesbaden}, series={Schwerpunkt
Business Model Innovation}, title={Strategische Planung des Einstiegs in die Plattformökonomie},
DOI={10.1007/978-3-658-36634-6_7},
booktitle={Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale
Zeitalter}, publisher={Springer Fachmedien Wiesbaden}, author={Özcan, Leon and
Drewel, Marvin and Koldewey, Christian and Dumitrescu, Roman}, editor={Schallmo,
Daniel and Lang, Klaus and Werani, Thomas and Krumay, Barbara}, year={2023}, collection={Schwerpunkt
Business Model Innovation} }'
chicago: 'Özcan, Leon, Marvin Drewel, Christian Koldewey, and Roman Dumitrescu.
“Strategische Planung Des Einstiegs in Die Plattformökonomie.” In Digitalisierung:
Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter, edited by
Daniel Schallmo, Klaus Lang, Thomas Werani, and Barbara Krumay. Schwerpunkt Business
Model Innovation. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-36634-6_7.'
ieee: 'L. Özcan, M. Drewel, C. Koldewey, and R. Dumitrescu, “Strategische Planung
des Einstiegs in die Plattformökonomie,” in Digitalisierung: Fallstudien, Tools
und Erkenntnisse für das digitale Zeitalter, D. Schallmo, K. Lang, T. Werani,
and B. Krumay, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2023.'
mla: 'Özcan, Leon, et al. “Strategische Planung Des Einstiegs in Die Plattformökonomie.”
Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter,
edited by Daniel Schallmo et al., Springer Fachmedien Wiesbaden, 2023, doi:10.1007/978-3-658-36634-6_7.'
short: 'L. Özcan, M. Drewel, C. Koldewey, R. Dumitrescu, in: D. Schallmo, K. Lang,
T. Werani, B. Krumay (Eds.), Digitalisierung: Fallstudien, Tools Und Erkenntnisse
Für Das Digitale Zeitalter, Springer Fachmedien Wiesbaden, Wiesbaden, 2023.'
date_created: 2024-04-17T15:59:09Z
date_updated: 2024-04-17T16:01:26Z
department:
- _id: '563'
doi: 10.1007/978-3-658-36634-6_7
editor:
- first_name: Daniel
full_name: Schallmo, Daniel
last_name: Schallmo
- first_name: Klaus
full_name: Lang, Klaus
last_name: Lang
- first_name: Thomas
full_name: Werani, Thomas
last_name: Werani
- first_name: Barbara
full_name: Krumay, Barbara
last_name: Krumay
language:
- iso: eng
place: Wiesbaden
publication: 'Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale
Zeitalter'
publication_identifier:
isbn:
- '9783658366339'
- '9783658366346'
issn:
- 2569-2348
- 2569-4944
publication_status: published
publisher: Springer Fachmedien Wiesbaden
series_title: Schwerpunkt Business Model Innovation
status: public
title: Strategische Planung des Einstiegs in die Plattformökonomie
type: book_chapter
user_id: '43136'
year: '2023'
...
---
_id: '53554'
author:
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Frank
full_name: Riemensperger, Frank
last_name: Riemensperger
- first_name: Günther
full_name: Schuh, Günther
last_name: Schuh
- first_name: Jan
full_name: Biehler, Jan
last_name: Biehler
- first_name: Anna
full_name: Frey, Anna
last_name: Frey
- first_name: Christian
full_name: Hocken, Christian
last_name: Hocken
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Martin
full_name: Rabe, Martin
last_name: Rabe
- first_name: Maximilian
full_name: Schacht, Maximilian
last_name: Schacht
- first_name: Sebastian
full_name: Comans, Sebastian
last_name: Comans
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Alina
full_name: Govioni, Alina
last_name: Govioni
- first_name: Tobias
full_name: Harland, Tobias
last_name: Harland
- first_name: Jonas
full_name: Kaufmann, Jonas
last_name: Kaufmann
- first_name: Felix
full_name: Optehostert, Felix
last_name: Optehostert
- first_name: Marcel
full_name: Rieger, Marcel
last_name: Rieger
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Nick
full_name: Schreiner, Nick
last_name: Schreiner
- first_name: Joachim
full_name: Sedlmeir, Joachim
last_name: Sedlmeir
- first_name: Franziska
full_name: Sommer, Franziska
last_name: Sommer
citation:
ama: Dumitrescu R, Riemensperger F, Schuh G, et al. Acatech Maturity Index Smart
Services.; 2023.
apa: Dumitrescu, R., Riemensperger, F., Schuh, G., Biehler, J., Frey, A., Hocken,
C., Koldewey, C., Kühn, A., Rabe, M., Schacht, M., Comans, S., Fichtler, T., Govioni,
A., Harland, T., Kaufmann, J., Optehostert, F., Rieger, M., Scholtysik, M., Schreiner,
N., … Sommer, F. (2023). acatech Maturity Index Smart Services.
bibtex: '@book{Dumitrescu_Riemensperger_Schuh_Biehler_Frey_Hocken_Koldewey_Kühn_Rabe_Schacht_et
al._2023, series={acatech STUDIE}, title={acatech Maturity Index Smart Services},
author={Dumitrescu, Roman and Riemensperger, Frank and Schuh, Günther and Biehler,
Jan and Frey, Anna and Hocken, Christian and Koldewey, Christian and Kühn, Arno
and Rabe, Martin and Schacht, Maximilian and et al.}, year={2023}, collection={acatech
STUDIE} }'
chicago: Dumitrescu, Roman, Frank Riemensperger, Günther Schuh, Jan Biehler, Anna
Frey, Christian Hocken, Christian Koldewey, et al. Acatech Maturity Index Smart
Services. Acatech STUDIE, 2023.
ieee: R. Dumitrescu et al., acatech Maturity Index Smart Services.
2023.
mla: Dumitrescu, Roman, et al. Acatech Maturity Index Smart Services. 2023.
short: R. Dumitrescu, F. Riemensperger, G. Schuh, J. Biehler, A. Frey, C. Hocken,
C. Koldewey, A. Kühn, M. Rabe, M. Schacht, S. Comans, T. Fichtler, A. Govioni,
T. Harland, J. Kaufmann, F. Optehostert, M. Rieger, M. Scholtysik, N. Schreiner,
J. Sedlmeir, F. Sommer, Acatech Maturity Index Smart Services, 2023.
date_created: 2024-04-17T16:06:29Z
date_updated: 2024-04-17T16:06:40Z
department:
- _id: '563'
language:
- iso: eng
series_title: acatech STUDIE
status: public
title: acatech Maturity Index Smart Services
type: report
user_id: '43136'
year: '2023'
...
---
_id: '49363'
author:
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Malte
full_name: Rohde, Malte
last_name: Rohde
- 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: Scholtysik M, Rohde M, Koldewey C, Dumitrescu R. Circular Product-Service-System
Ideation Canvas – A Framework for the Design of circular Product-Service-System
Ideas. 2023;120.
apa: Scholtysik, M., Rohde, M., Koldewey, C., & Dumitrescu, R. (2023). Circular
Product-Service-System Ideation Canvas – A Framework for the Design of circular
Product-Service-System Ideas (Vol. 120).
bibtex: '@article{Scholtysik_Rohde_Koldewey_Dumitrescu_2023, series={Procedia CIRP
}, title={Circular Product-Service-System Ideation Canvas – A Framework for the
Design of circular Product-Service-System Ideas}, volume={120}, author={Scholtysik,
Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman}, year={2023},
collection={Procedia CIRP } }'
chicago: Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu.
“Circular Product-Service-System Ideation Canvas – A Framework for the Design
of Circular Product-Service-System Ideas.” Procedia CIRP , 2023.
ieee: M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Circular Product-Service-System
Ideation Canvas – A Framework for the Design of circular Product-Service-System
Ideas,” vol. 120. 2023.
mla: Scholtysik, Michel, et al. Circular Product-Service-System Ideation Canvas
– A Framework for the Design of Circular Product-Service-System Ideas. 2023.
short: M. Scholtysik, M. Rohde, C. Koldewey, R. Dumitrescu, 120 (2023).
date_created: 2023-11-30T10:56:31Z
date_updated: 2024-04-17T15:44:15Z
department:
- _id: '563'
intvolume: ' 120'
language:
- iso: eng
series_title: 'Procedia CIRP '
status: public
title: Circular Product-Service-System Ideation Canvas – A Framework for the Design
of circular Product-Service-System Ideas
type: conference
user_id: '43136'
volume: 120
year: '2023'
...
---
_id: '47834'
author:
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- 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, Koldewey C, Dumitrescu R. Scenario-Based Foresight in the Age of
Digital Technologies and AI. In: Shajek A, Hartmann EA, eds. New Digital Work.
; 2023:51-67.'
apa: Ködding, P., Koldewey, C., & Dumitrescu, R. (2023). Scenario-Based Foresight
in the Age of Digital Technologies and AI. In A. Shajek & E. A. Hartmann (Eds.),
New Digital Work (pp. 51–67).
bibtex: '@inbook{Ködding_Koldewey_Dumitrescu_2023, title={Scenario-Based Foresight
in the Age of Digital Technologies and AI}, booktitle={New Digital Work}, author={Ködding,
Patrick and Koldewey, Christian and Dumitrescu, Roman}, editor={Shajek, Alexandra
and Hartmann, Ernst A.}, year={2023}, pages={51–67} }'
chicago: Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based
Foresight in the Age of Digital Technologies and AI.” In New Digital Work,
edited by Alexandra Shajek and Ernst A. Hartmann, 51–67, 2023.
ieee: P. Ködding, C. Koldewey, and R. Dumitrescu, “Scenario-Based Foresight in the
Age of Digital Technologies and AI,” in New Digital Work, A. Shajek and
E. A. Hartmann, Eds. 2023, pp. 51–67.
mla: Ködding, Patrick, et al. “Scenario-Based Foresight in the Age of Digital Technologies
and AI.” New Digital Work, edited by Alexandra Shajek and Ernst A. Hartmann,
2023, pp. 51–67.
short: 'P. Ködding, C. Koldewey, R. Dumitrescu, in: A. Shajek, E.A. Hartmann (Eds.),
New Digital Work, 2023, pp. 51–67.'
date_created: 2023-10-06T12:38:33Z
date_updated: 2024-04-17T17:06:44Z
department:
- _id: '563'
editor:
- first_name: Alexandra
full_name: Shajek, Alexandra
last_name: Shajek
- first_name: Ernst A.
full_name: Hartmann, Ernst A.
last_name: Hartmann
language:
- iso: eng
page: 51-67
publication: New Digital Work
status: public
title: Scenario-Based Foresight in the Age of Digital Technologies and AI
type: book_chapter
user_id: '43136'
year: '2023'
...
---
_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'
...