---
_id: '59513'
abstract:
- lang: eng
text: "Abstract\r\n The increasing
complexity of modern technical systems necessitates innovative approaches such
as Model-Based Systems Engineering (MBSE). In this context, using Artificial Intelligence
(AI) emerges as a key enabler for practical application and efficiency improvement.
This article introduces a maturity model for AI-based assistance systems in MBSE.
It helps companies assess their current automation level in MBSE activities, providing
a foundation for strategic planning of process improvements."
author:
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Fabian
full_name: Hanke, Fabian
last_name: Hanke
- first_name: Oliver
full_name: von Heißen, Oliver
last_name: von Heißen
- first_name: Lydia
full_name: Kaiser, Lydia
last_name: Kaiser
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
citation:
ama: Bernijazov R, Dumitrescu R, Hanke F, von Heißen O, Kaiser L, Tissen D. AI-Augmented
Model-Based Systems Engineering. Zeitschrift für wirtschaftlichen Fabrikbetrieb.
2025;120(s1):96-100. doi:10.1515/zwf-2024-0123
apa: Bernijazov, R., Dumitrescu, R., Hanke, F., von Heißen, O., Kaiser, L., &
Tissen, D. (2025). AI-Augmented Model-Based Systems Engineering. Zeitschrift
Für Wirtschaftlichen Fabrikbetrieb, 120(s1), 96–100. https://doi.org/10.1515/zwf-2024-0123
bibtex: '@article{Bernijazov_Dumitrescu_Hanke_von Heißen_Kaiser_Tissen_2025, title={AI-Augmented
Model-Based Systems Engineering}, volume={120}, DOI={10.1515/zwf-2024-0123},
number={s1}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter
de Gruyter GmbH}, author={Bernijazov, Ruslan and Dumitrescu, Roman and Hanke,
Fabian and von Heißen, Oliver and Kaiser, Lydia and Tissen, Denis}, year={2025},
pages={96–100} }'
chicago: 'Bernijazov, Ruslan, Roman Dumitrescu, Fabian Hanke, Oliver von Heißen,
Lydia Kaiser, and Denis Tissen. “AI-Augmented Model-Based Systems Engineering.”
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 120, no. s1 (2025): 96–100.
https://doi.org/10.1515/zwf-2024-0123.'
ieee: 'R. Bernijazov, R. Dumitrescu, F. Hanke, O. von Heißen, L. Kaiser, and D.
Tissen, “AI-Augmented Model-Based Systems Engineering,” Zeitschrift für wirtschaftlichen
Fabrikbetrieb, vol. 120, no. s1, pp. 96–100, 2025, doi: 10.1515/zwf-2024-0123.'
mla: Bernijazov, Ruslan, et al. “AI-Augmented Model-Based Systems Engineering.”
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb, vol. 120, no. s1, Walter
de Gruyter GmbH, 2025, pp. 96–100, doi:10.1515/zwf-2024-0123.
short: R. Bernijazov, R. Dumitrescu, F. Hanke, O. von Heißen, L. Kaiser, D. Tissen,
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 120 (2025) 96–100.
date_created: 2025-04-11T12:01:37Z
date_updated: 2025-04-11T12:02:05Z
department:
- _id: '563'
doi: 10.1515/zwf-2024-0123
intvolume: ' 120'
issue: s1
language:
- iso: eng
page: 96-100
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
issn:
- 2511-0896
- 0947-0085
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: AI-Augmented Model-Based Systems Engineering
type: journal_article
user_id: '15782'
volume: 120
year: '2025'
...
---
_id: '60160'
author:
- first_name: Felix
full_name: Förster, Felix
last_name: Förster
- first_name: Steffen
full_name: Bausen, Steffen
last_name: Bausen
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- 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: Nikola
full_name: Bursac, Nikola
last_name: Bursac
citation:
ama: 'Förster F, Bausen S, Bernijazov R, Koldewey C, Dumitrescu R, Bursac N. Chances
of smart Views: Integration of Stakeholder perspectives using videobased Views
in MBSE. In: Hölzle K, Kreimeyer M, Roth D, Maier T, Riedel O, eds. Stuttgarter
Symposium Für Produktentwicklung SSP 2025. Fraunhofer IAO, Stuttgart; 2025:102-113.
doi:10.18419/opus-16366'
apa: 'Förster, F., Bausen, S., Bernijazov, R., Koldewey, C., Dumitrescu, R., &
Bursac, N. (2025). Chances of smart Views: Integration of Stakeholder perspectives
using videobased Views in MBSE. In K. Hölzle, M. Kreimeyer, D. Roth, T. Maier,
& O. Riedel (Eds.), Stuttgarter Symposium für Produktentwicklung SSP 2025
(pp. 102–113). Fraunhofer IAO, Stuttgart. https://doi.org/10.18419/opus-16366'
bibtex: '@inproceedings{Förster_Bausen_Bernijazov_Koldewey_Dumitrescu_Bursac_2025,
title={Chances of smart Views: Integration of Stakeholder perspectives using videobased
Views in MBSE}, DOI={10.18419/opus-16366},
booktitle={Stuttgarter Symposium für Produktentwicklung SSP 2025}, publisher={Fraunhofer
IAO, Stuttgart}, author={Förster, Felix and Bausen, Steffen and Bernijazov, Ruslan
and Koldewey, Christian and Dumitrescu, Roman and Bursac, Nikola}, editor={Hölzle,
Katharina and Kreimeyer, Matthias and Roth, Daniel and Maier, Thomas and Riedel,
Oliver}, year={2025}, pages={102–113} }'
chicago: 'Förster, Felix, Steffen Bausen, Ruslan Bernijazov, Christian Koldewey,
Roman Dumitrescu, and Nikola Bursac. “Chances of Smart Views: Integration of Stakeholder
Perspectives Using Videobased Views in MBSE.” In Stuttgarter Symposium Für
Produktentwicklung SSP 2025, edited by Katharina Hölzle, Matthias Kreimeyer,
Daniel Roth, Thomas Maier, and Oliver Riedel, 102–13. Fraunhofer IAO, Stuttgart,
2025. https://doi.org/10.18419/opus-16366.'
ieee: 'F. Förster, S. Bausen, R. Bernijazov, C. Koldewey, R. Dumitrescu, and N.
Bursac, “Chances of smart Views: Integration of Stakeholder perspectives using
videobased Views in MBSE,” in Stuttgarter Symposium für Produktentwicklung
SSP 2025, Stuttgart, 2025, pp. 102–113, doi: 10.18419/opus-16366.'
mla: 'Förster, Felix, et al. “Chances of Smart Views: Integration of Stakeholder
Perspectives Using Videobased Views in MBSE.” Stuttgarter Symposium Für Produktentwicklung
SSP 2025, edited by Katharina Hölzle et al., Fraunhofer IAO, Stuttgart, 2025,
pp. 102–13, doi:10.18419/opus-16366.'
short: 'F. Förster, S. Bausen, R. Bernijazov, C. Koldewey, R. Dumitrescu, N. Bursac,
in: K. Hölzle, M. Kreimeyer, D. Roth, T. Maier, O. Riedel (Eds.), Stuttgarter
Symposium Für Produktentwicklung SSP 2025, Fraunhofer IAO, Stuttgart, 2025, pp.
102–113.'
conference:
end_date: 2025-05-22
location: Stuttgart
name: Stuttgarter Symposium für Produktentwicklung SSP 2025
start_date: 2025-05-22
date_created: 2025-06-10T09:20:39Z
date_updated: 2025-06-10T09:22:58Z
department:
- _id: '563'
doi: 10.18419/opus-16366
editor:
- first_name: Katharina
full_name: Hölzle, Katharina
last_name: Hölzle
- first_name: Matthias
full_name: Kreimeyer, Matthias
last_name: Kreimeyer
- first_name: Daniel
full_name: Roth, Daniel
last_name: Roth
- first_name: Thomas
full_name: Maier, Thomas
last_name: Maier
- first_name: Oliver
full_name: Riedel, Oliver
last_name: Riedel
language:
- iso: eng
page: 102-113
publication: Stuttgarter Symposium für Produktentwicklung SSP 2025
publisher: Fraunhofer IAO, Stuttgart
status: public
title: 'Chances of smart Views: Integration of Stakeholder perspectives using videobased
Views in MBSE'
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '58763'
abstract:
- lang: eng
text: Utilizing data is crucial for economic success, but a lack of interoperability
and concerns about the misuse of ones own data are hindering the cross-organizational
use of data. Dataspaces provide the infrastructure necessary to integrate heterogeneous
data sources within an organization or ecosystem, enabling seamless data interaction
and interoperability. In addition, data spaces strengthen data sovereignty through
their decentralized nature, which enables organizations to effectively control
and manage their data. However, challenges persist in managing the complexity
and dynamic nature of dataspaces, requiring significant resources and technical
expertise. The decentralized nature leads to a large and diverse number of stakeholders,
who need to agree on the use and scope of a dataspace. Modeling is a common approach
to cope with technical complexity and heterogeneous stakeholders. In this paper,
we propose a version of SysML and a corresponding method that focus on the modelling
of data spaces. We provide a dataspace modelling method to unify the understanding
of dataspaces and scope among all stakeholders to simplify the design and development
process.
author:
- first_name: Pranav Jayant
full_name: Kulkarni, Pranav Jayant
id: '86782'
last_name: Kulkarni
- first_name: Julian
full_name: Zerbin, Julian
id: '51711'
last_name: Zerbin
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Kulkarni PJ, Zerbin J, Koldewey C, Bernijazov R, Dumitrescu R. Using SysML
as a Modelling Language for Dataspaces. In: 2024 IEEE International Conference
on Technology Management, Operations and Decisions (ICTMOD). IEEE; 2025. doi:10.1109/ictmod63116.2024.10878227'
apa: Kulkarni, P. J., Zerbin, J., Koldewey, C., Bernijazov, R., & Dumitrescu,
R. (2025). Using SysML as a Modelling Language for Dataspaces. 2024 IEEE International
Conference on Technology Management, Operations and Decisions (ICTMOD). 2024
IEEE International Conference on Technology Management, Operations and Decisions
(ICTMOD), Sharjah, United Arab Emirates . https://doi.org/10.1109/ictmod63116.2024.10878227
bibtex: '@inproceedings{Kulkarni_Zerbin_Koldewey_Bernijazov_Dumitrescu_2025, title={Using
SysML as a Modelling Language for Dataspaces}, DOI={10.1109/ictmod63116.2024.10878227},
booktitle={2024 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD)}, publisher={IEEE}, author={Kulkarni, Pranav Jayant and
Zerbin, Julian and Koldewey, Christian and Bernijazov, Ruslan and Dumitrescu,
Roman}, year={2025} }'
chicago: Kulkarni, Pranav Jayant, Julian Zerbin, Christian Koldewey, Ruslan Bernijazov,
and Roman Dumitrescu. “Using SysML as a Modelling Language for Dataspaces.” In
2024 IEEE International Conference on Technology Management, Operations and
Decisions (ICTMOD). IEEE, 2025. https://doi.org/10.1109/ictmod63116.2024.10878227.
ieee: 'P. J. Kulkarni, J. Zerbin, C. Koldewey, R. Bernijazov, and R. Dumitrescu,
“Using SysML as a Modelling Language for Dataspaces,” presented at the 2024 IEEE
International Conference on Technology Management, Operations and Decisions (ICTMOD),
Sharjah, United Arab Emirates , 2025, doi: 10.1109/ictmod63116.2024.10878227.'
mla: Kulkarni, Pranav Jayant, et al. “Using SysML as a Modelling Language for Dataspaces.”
2024 IEEE International Conference on Technology Management, Operations and
Decisions (ICTMOD), IEEE, 2025, doi:10.1109/ictmod63116.2024.10878227.
short: 'P.J. Kulkarni, J. Zerbin, C. Koldewey, R. Bernijazov, R. Dumitrescu, in:
2024 IEEE International Conference on Technology Management, Operations and Decisions
(ICTMOD), IEEE, 2025.'
conference:
end_date: 2024-11-06
location: 'Sharjah, United Arab Emirates '
name: 2024 IEEE International Conference on Technology Management, Operations and
Decisions (ICTMOD)
start_date: 2024-11-04
date_created: 2025-02-21T15:25:13Z
date_updated: 2026-01-30T09:05:24Z
department:
- _id: '563'
doi: 10.1109/ictmod63116.2024.10878227
keyword:
- Dataspaces
- Modelling
- SysML
- Gaia-X
- System Specification
language:
- iso: eng
publication: 2024 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Using SysML as a Modelling Language for Dataspaces
type: conference
user_id: '51711'
year: '2025'
...
---
_id: '56166'
abstract:
- lang: eng
text: Developing Intelligent Technical Systems (ITS) involves a complex process
encompassing planning, analysis, design, production, and maintenance. Model-Based
Systems Engineering (MBSE) is a key methodology for systematic systems engineering.
Designing models for ITS requires harmonious interaction of various elements,
posing a challenge in MBSE. Leveraging Generative Artificial Intelligence, we
generated a dataset for modeling, using prompt engineering on large language models.
The generated artifacts can aid engineers in MBSE design or serve as synthetic
training data for AI assistants.
author:
- first_name: Pranav Jayant
full_name: Kulkarni, Pranav Jayant
id: '86782'
last_name: Kulkarni
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Kulkarni PJ, Tissen D, Bernijazov R, Dumitrescu R. Towards Automated Design:
Automatically Generating Modeling Elements with Prompt Engineering and Generative
Artificial Intelligence. In: Malmqvist J, Candi M, Saemundsson R, Bystrom F, Isaksson
O, eds. DS 130: Proceedings of NordDesign 2024. ; 2024:617-625. doi:10.35199/NORDDESIGN2024.66'
apa: 'Kulkarni, P. J., Tissen, D., Bernijazov, R., & Dumitrescu, R. (2024).
Towards Automated Design: Automatically Generating Modeling Elements with Prompt
Engineering and Generative Artificial Intelligence. In J. Malmqvist, M. Candi,
R. Saemundsson, F. Bystrom, & O. Isaksson (Eds.), DS 130: Proceedings of
NordDesign 2024 (pp. 617–625). https://doi.org/10.35199/NORDDESIGN2024.66'
bibtex: '@inproceedings{Kulkarni_Tissen_Bernijazov_Dumitrescu_2024, title={Towards
Automated Design: Automatically Generating Modeling Elements with Prompt Engineering
and Generative Artificial Intelligence}, DOI={10.35199/NORDDESIGN2024.66},
booktitle={DS 130: Proceedings of NordDesign 2024}, author={Kulkarni, Pranav Jayant
and Tissen, Denis and Bernijazov, Ruslan and Dumitrescu, Roman}, editor={Malmqvist,
J. and Candi, M. and Saemundsson, R. and Bystrom, F. and Isaksson, O.}, year={2024},
pages={617–625} }'
chicago: 'Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu.
“Towards Automated Design: Automatically Generating Modeling Elements with Prompt
Engineering and Generative Artificial Intelligence.” In DS 130: Proceedings
of NordDesign 2024, edited by J. Malmqvist, M. Candi, R. Saemundsson, F. Bystrom,
and O. Isaksson, 617–25, 2024. https://doi.org/10.35199/NORDDESIGN2024.66.'
ieee: 'P. J. Kulkarni, D. Tissen, R. Bernijazov, and R. Dumitrescu, “Towards Automated
Design: Automatically Generating Modeling Elements with Prompt Engineering and
Generative Artificial Intelligence,” in DS 130: Proceedings of NordDesign 2024,
Reykjavik, 2024, pp. 617–625, doi: 10.35199/NORDDESIGN2024.66.'
mla: 'Kulkarni, Pranav Jayant, et al. “Towards Automated Design: Automatically Generating
Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.”
DS 130: Proceedings of NordDesign 2024, edited by J. Malmqvist et al.,
2024, pp. 617–25, doi:10.35199/NORDDESIGN2024.66.'
short: 'P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: J. Malmqvist,
M. Candi, R. Saemundsson, F. Bystrom, O. Isaksson (Eds.), DS 130: Proceedings
of NordDesign 2024, 2024, pp. 617–625.'
conference:
end_date: 2024-08-14
location: Reykjavik
name: NordDesign Conference 2024
start_date: 2024-08-12
date_created: 2024-09-17T09:56:43Z
date_updated: 2024-09-17T09:57:07Z
doi: 10.35199/NORDDESIGN2024.66
editor:
- first_name: J.
full_name: Malmqvist, J.
last_name: Malmqvist
- first_name: M.
full_name: Candi, M.
last_name: Candi
- first_name: R.
full_name: Saemundsson, R.
last_name: Saemundsson
- first_name: F.
full_name: Bystrom, F.
last_name: Bystrom
- first_name: O.
full_name: Isaksson, O.
last_name: Isaksson
keyword:
- Data Driven Design
- Design Automation
- Systems Engineering (SE)
- Artificial Intelligence (AI)
language:
- iso: eng
page: 617-625
publication: 'DS 130: Proceedings of NordDesign 2024'
publication_identifier:
unknown:
- 978-1-912254-21-7
publication_status: epub_ahead
related_material:
link:
- relation: confirmation
url: https://www.designsociety.org/publication/47658/Towards+Automated+Design%3A+Automatically+Generating+Modeling+Elements+with+Prompt+Engineering+and+Generative+Artificial+Intelligence
status: public
title: 'Towards Automated Design: Automatically Generating Modeling Elements with
Prompt Engineering and Generative Artificial Intelligence'
type: conference
user_id: '86782'
year: '2024'
...
---
_id: '56167'
author:
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- 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: 'Tissen D, Wiederkehr I, Bernijazov R, Koldewey C, Dumitrescu R. Spearhead
Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions,
Challenges, Potentials, and Use Cases. In: Malmqvist J, Candi M, Saemundsson
RJ, Bystrom F, Isaksson O, eds. DS 130: Proceedings of NordDesign 2024, Reykjavik,
Iceland, 12th - 14th August 2024. ; 2024. doi:
10.35199/NORDDESIGN2024.58'
apa: 'Tissen, D., Wiederkehr, I., Bernijazov, R., Koldewey, C., & Dumitrescu,
R. (2024). Spearhead Data-Driven Model-Based Systems Engineering: Interview Study
on Definition, Preconditions, Challenges, Potentials, and Use Cases. In J. Malmqvist,
M. Candi, R. J. Saemundsson, F. Bystrom, & O. Isaksson (Eds.), DS 130:
Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024.
https://doi.org/ 10.35199/NORDDESIGN2024.58'
bibtex: '@inproceedings{Tissen_Wiederkehr_Bernijazov_Koldewey_Dumitrescu_2024, title={Spearhead
Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions,
Challenges, Potentials, and Use Cases}, DOI={
10.35199/NORDDESIGN2024.58}, booktitle={DS 130: Proceedings of NordDesign
2024, Reykjavik, Iceland, 12th - 14th August 2024}, author={Tissen, Denis and
Wiederkehr, Ingrid and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu,
Roman}, editor={ Malmqvist, J. and Candi, M. and Saemundsson, R. J. and Bystrom,
F. and Isaksson, O.}, year={2024} }'
chicago: 'Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey,
and Roman Dumitrescu. “Spearhead Data-Driven Model-Based Systems Engineering:
Interview Study on Definition, Preconditions, Challenges, Potentials, and Use
Cases.” In DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th
- 14th August 2024, edited by J. Malmqvist, M. Candi, R. J. Saemundsson,
F. Bystrom, and O. Isaksson, 2024. https://doi.org/
10.35199/NORDDESIGN2024.58.'
ieee: 'D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. Dumitrescu,
“Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition,
Preconditions, Challenges, Potentials, and Use Cases,” in DS 130: Proceedings
of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024, Reykjavik,
Iceland, 2024, doi: 10.35199/NORDDESIGN2024.58.'
mla: 'Tissen, Denis, et al. “Spearhead Data-Driven Model-Based Systems Engineering:
Interview Study on Definition, Preconditions, Challenges, Potentials, and Use
Cases.” DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th -
14th August 2024, edited by J. Malmqvist et al., 2024, doi: 10.35199/NORDDESIGN2024.58.'
short: 'D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, R. Dumitrescu, in:
J. Malmqvist, M. Candi, R.J. Saemundsson, F. Bystrom, O. Isaksson (Eds.), DS
130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024,
2024.'
conference:
end_date: 2024-08-14
location: Reykjavik, Iceland
name: NordDesign 2024
start_date: 2024-08-12
date_created: 2024-09-17T09:56:29Z
date_updated: 2024-09-17T09:56:53Z
doi: ' 10.35199/NORDDESIGN2024.58'
editor:
- first_name: J.
full_name: ' Malmqvist, J.'
last_name: ' Malmqvist'
- first_name: M.
full_name: Candi, M.
last_name: Candi
- first_name: 'R. J. '
full_name: 'Saemundsson, R. J. '
last_name: Saemundsson
- first_name: F.
full_name: Bystrom, F.
last_name: Bystrom
- first_name: O.
full_name: Isaksson, O.
last_name: Isaksson
language:
- iso: eng
main_file_link:
- url: https://www.designsociety.org/publication/47650/Spearhead+Data-Driven+Model-Based+Systems+Engineering%3A+Interview+Study+on+Definition%2C+Preconditions%2C+Challenges%2C+Potentials%2C+and+Use+Cases
publication: 'DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th
August 2024'
publication_identifier:
unknown:
- 978-1-912254-21-7
status: public
title: 'Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on
Definition, Preconditions, Challenges, Potentials, and Use Cases'
type: conference
user_id: '44458'
year: '2024'
...
---
_id: '56169'
author:
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- 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: 'Tissen D, Bernijazov R, Koldewey C, Dumitrescu R. A Maturity Model for Data-Driven
Model-Based Systems Engineering for Producing Companies. In: Stowe H, Langner
C, Kreimeyer Matthias, Browning TR, Eppinger SD, Yassine AA, eds. DS 134:
Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany.
DSM. ; 2024. doi:10.35199/dsm2024.13'
apa: 'Tissen, D., Bernijazov, R., Koldewey, C., & Dumitrescu, R. (2024). A Maturity
Model for Data-Driven Model-Based Systems Engineering for Producing Companies.
In H. Stowe, C. Langner, Matthias Kreimeyer, T. R. Browning, S. D. Eppinger,
& A. A. Yassine (Eds.), DS 134: Proceedings of the 26th International DSM
Conference (DSM 2024), Stuttgart, Germany. https://doi.org/10.35199/dsm2024.13'
bibtex: '@inproceedings{Tissen_Bernijazov_Koldewey_Dumitrescu_2024, series={DSM},
title={A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing
Companies}, DOI={10.35199/dsm2024.13},
booktitle={DS 134: Proceedings of the 26th International DSM Conference (DSM 2024),
Stuttgart, Germany}, author={Tissen, Denis and Bernijazov, Ruslan and Koldewey,
Christian and Dumitrescu, Roman}, editor={Stowe, Harold and Langner, Christopher
and Kreimeyer, Matthias and Browning, Tyson R. and Eppinger, Steven D. and Yassine,
Ali A. }, year={2024}, collection={DSM} }'
chicago: 'Tissen, Denis, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu.
“A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing
Companies.” In DS 134: Proceedings of the 26th International DSM Conference
(DSM 2024), Stuttgart, Germany, edited by Harold Stowe, Christopher Langner, Matthias
Kreimeyer, Tyson R. Browning, Steven D. Eppinger, and Ali A. Yassine. DSM, 2024.
https://doi.org/10.35199/dsm2024.13.'
ieee: 'D. Tissen, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “A Maturity Model
for Data-Driven Model-Based Systems Engineering for Producing Companies,” in DS
134: Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart,
Germany, Stuttgart, Germany, 2024, doi: 10.35199/dsm2024.13.'
mla: 'Tissen, Denis, et al. “A Maturity Model for Data-Driven Model-Based Systems
Engineering for Producing Companies.” DS 134: Proceedings of the 26th International
DSM Conference (DSM 2024), Stuttgart, Germany, edited by Harold Stowe et al.,
2024, doi:10.35199/dsm2024.13.'
short: 'D. Tissen, R. Bernijazov, C. Koldewey, R. Dumitrescu, in: H. Stowe, C. Langner, Matthias
Kreimeyer, T.R. Browning, S.D. Eppinger, A.A. Yassine (Eds.), DS 134: Proceedings
of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany, 2024.'
conference:
end_date: 2024-09-26
location: Stuttgart, Germany
name: 26th International DSM Conference (DSM 2024)
start_date: 2024-09-24
date_created: 2024-09-17T10:05:45Z
date_updated: 2024-09-17T10:05:49Z
doi: 10.35199/dsm2024.13
editor:
- first_name: Harold
full_name: Stowe, Harold
last_name: Stowe
- first_name: Christopher
full_name: Langner, Christopher
last_name: Langner
- first_name: ' Matthias'
full_name: Kreimeyer, Matthias
last_name: Kreimeyer
- first_name: Tyson R.
full_name: Browning, Tyson R.
last_name: Browning
- first_name: Steven D.
full_name: ' Eppinger, Steven D.'
last_name: ' Eppinger'
- first_name: 'Ali A. '
full_name: 'Yassine, Ali A. '
last_name: Yassine
language:
- iso: eng
main_file_link:
- url: https://www.designsociety.org/publication/47703/A+Maturity+Model+for+Data-Driven+Model-Based+Systems+Engineering+for+Producing+Companies
publication: 'DS 134: Proceedings of the 26th International DSM Conference (DSM 2024),
Stuttgart, Germany'
series_title: DSM
status: public
title: A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing
Companies
type: conference
user_id: '44458'
year: '2024'
...
---
_id: '58418'
author:
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- 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: 'Tissen D, Bernijazov R, Koldewey C, Dumitrescu R. A Maturity Model for Data-Driven
Model-Based Systems Engineering for Producing Companies. In: Proceedings of
the 26th International DSM Conference (DSM 2024), Stuttgart, Germany. The
Design Society; 2024. doi:10.35199/dsm2024.13'
apa: Tissen, D., Bernijazov, R., Koldewey, C., & Dumitrescu, R. (2024). A Maturity
Model for Data-Driven Model-Based Systems Engineering for Producing Companies.
Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart,
Germany. https://doi.org/10.35199/dsm2024.13
bibtex: '@inproceedings{Tissen_Bernijazov_Koldewey_Dumitrescu_2024, title={A Maturity
Model for Data-Driven Model-Based Systems Engineering for Producing Companies},
DOI={10.35199/dsm2024.13}, booktitle={Proceedings
of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany}, publisher={The
Design Society}, author={Tissen, Denis and Bernijazov, Ruslan and Koldewey, Christian
and Dumitrescu, Roman}, year={2024} }'
chicago: Tissen, Denis, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu.
“A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing
Companies.” In Proceedings of the 26th International DSM Conference (DSM 2024),
Stuttgart, Germany. The Design Society, 2024. https://doi.org/10.35199/dsm2024.13.
ieee: 'D. Tissen, R. Bernijazov, C. Koldewey, and R. Dumitrescu, “A Maturity Model
for Data-Driven Model-Based Systems Engineering for Producing Companies,” 2024,
doi: 10.35199/dsm2024.13.'
mla: Tissen, Denis, et al. “A Maturity Model for Data-Driven Model-Based Systems
Engineering for Producing Companies.” Proceedings of the 26th International
DSM Conference (DSM 2024), Stuttgart, Germany, The Design Society, 2024, doi:10.35199/dsm2024.13.
short: 'D. Tissen, R. Bernijazov, C. Koldewey, R. Dumitrescu, in: Proceedings of
the 26th International DSM Conference (DSM 2024), Stuttgart, Germany, The Design
Society, 2024.'
date_created: 2025-01-30T12:51:23Z
date_updated: 2025-01-30T12:52:34Z
department:
- _id: '563'
doi: 10.35199/dsm2024.13
language:
- iso: eng
publication: Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart,
Germany
publication_status: published
publisher: The Design Society
status: public
title: A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing
Companies
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '56168'
author:
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- 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: 'Tissen D, Wiederkehr I, Bernijazov R, Koldewey C, Dumitrescu R. Portals across
domains: A data analysis task and documentation canvas for data-driven model-based
systems engineering. In: ; 2024.'
apa: 'Tissen, D., Wiederkehr, I., Bernijazov, R., Koldewey, C., & Dumitrescu,
R. (2024). Portals across domains: A data analysis task and documentation canvas
for data-driven model-based systems engineering. 2024 IEEE 10TH INTERNATIONAL
CONFERENCE ON APPLIED SYSTEM INNOVATION, Kyoto, japan.'
bibtex: '@inproceedings{Tissen_Wiederkehr_Bernijazov_Koldewey_Dumitrescu_2024, title={Portals
across domains: A data analysis task and documentation canvas for data-driven
model-based systems engineering}, author={Tissen, Denis and Wiederkehr, Ingrid
and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu, Roman}, year={2024}
}'
chicago: 'Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey,
and Roman Dumitrescu. “Portals across Domains: A Data Analysis Task and Documentation
Canvas for Data-Driven Model-Based Systems Engineering,” 2024.'
ieee: 'D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. Dumitrescu,
“Portals across domains: A data analysis task and documentation canvas for data-driven
model-based systems engineering,” presented at the 2024 IEEE 10TH INTERNATIONAL
CONFERENCE ON APPLIED SYSTEM INNOVATION, Kyoto, japan, 2024.'
mla: 'Tissen, Denis, et al. Portals across Domains: A Data Analysis Task and
Documentation Canvas for Data-Driven Model-Based Systems Engineering. 2024.'
short: 'D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, R. Dumitrescu, in:
2024.'
conference:
end_date: 2024-04-21
location: Kyoto, japan
name: 2024 IEEE 10TH INTERNATIONAL CONFERENCE ON APPLIED SYSTEM INNOVATION
start_date: 2024-04-17
date_created: 2024-09-17T10:00:37Z
date_updated: 2025-01-30T14:44:22Z
language:
- iso: eng
publication_identifier:
unknown:
- '9781003514831'
status: public
title: 'Portals across domains: A data analysis task and documentation canvas for
data-driven model-based systems engineering'
type: conference
user_id: '44458'
year: '2024'
...
---
_id: '58479'
author:
- first_name: Pranav Jayant
full_name: Kulkarni, Pranav Jayant
id: '86782'
last_name: Kulkarni
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Kulkarni PJ, Tissen D, Bernijazov R, Dumitrescu R. Towards Automated Design:
Automatically Generating Modeling Elements with Prompt Engineering and Generative
Artificial Intelligence. In: Proceedings of NordDesign 2024. The Design
Society; 2024. doi:10.35199/norddesign2024.66'
apa: 'Kulkarni, P. J., Tissen, D., Bernijazov, R., & Dumitrescu, R. (2024).
Towards Automated Design: Automatically Generating Modeling Elements with Prompt
Engineering and Generative Artificial Intelligence. Proceedings of NordDesign
2024. https://doi.org/10.35199/norddesign2024.66'
bibtex: '@inproceedings{Kulkarni_Tissen_Bernijazov_Dumitrescu_2024, title={Towards
Automated Design: Automatically Generating Modeling Elements with Prompt Engineering
and Generative Artificial Intelligence}, DOI={10.35199/norddesign2024.66},
booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Kulkarni,
Pranav Jayant and Tissen, Denis and Bernijazov, Ruslan and Dumitrescu, Roman},
year={2024} }'
chicago: 'Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu.
“Towards Automated Design: Automatically Generating Modeling Elements with Prompt
Engineering and Generative Artificial Intelligence.” In Proceedings of NordDesign
2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.66.'
ieee: 'P. J. Kulkarni, D. Tissen, R. Bernijazov, and R. Dumitrescu, “Towards Automated
Design: Automatically Generating Modeling Elements with Prompt Engineering and
Generative Artificial Intelligence,” 2024, doi: 10.35199/norddesign2024.66.'
mla: 'Kulkarni, Pranav Jayant, et al. “Towards Automated Design: Automatically Generating
Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.”
Proceedings of NordDesign 2024, The Design Society, 2024, doi:10.35199/norddesign2024.66.'
short: 'P.J. Kulkarni, D. Tissen, R. Bernijazov, R. Dumitrescu, in: Proceedings
of NordDesign 2024, The Design Society, 2024.'
date_created: 2025-01-31T14:33:50Z
date_updated: 2025-01-31T14:34:07Z
department:
- _id: '563'
doi: 10.35199/norddesign2024.66
language:
- iso: eng
publication: Proceedings of NordDesign 2024
publication_status: published
publisher: The Design Society
status: public
title: 'Towards Automated Design: Automatically Generating Modeling Elements with
Prompt Engineering and Generative Artificial Intelligence'
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '60161'
author:
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Ruslan
full_name: Bernijazov, Ruslan
id: '36312'
last_name: Bernijazov
- 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: 'Tissen D, Wiederkehr I, Bernijazov R, Koldewey C, Dumitrescu R. Portals across
domains: A data analysis task and documentation canvas for data-driven model-based
systems engineering. In: Kin-Tak Lam AD, Prior SD, Shen S-T, Young S-J, Ji L-W,
eds. System Innovation for an Artificial Intelligence Era . 1. CRC Press;
2024.'
apa: 'Tissen, D., Wiederkehr, I., Bernijazov, R., Koldewey, C., & Dumitrescu,
R. (2024). Portals across domains: A data analysis task and documentation canvas
for data-driven model-based systems engineering. In A. D. Kin-Tak Lam, S. D. Prior,
S.-T. Shen, S.-J. Young, & L.-W. Ji (Eds.), System Innovation for an Artificial
Intelligence Era (1.). CRC Press.'
bibtex: '@inbook{Tissen_Wiederkehr_Bernijazov_Koldewey_Dumitrescu_2024, place={London},
edition={1.}, title={Portals across domains: A data analysis task and documentation
canvas for data-driven model-based systems engineering}, booktitle={System Innovation
for an Artificial Intelligence Era }, publisher={CRC Press}, author={Tissen, Denis
and Wiederkehr, Ingrid and Bernijazov, Ruslan and Koldewey, Christian and Dumitrescu,
Roman}, editor={Kin-Tak Lam, Artde Donald and Prior, Stephen D. and Shen, Siu-Tsen
and Young, Sheng-Joue and Ji, Liang-Wen}, year={2024} }'
chicago: 'Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey,
and Roman Dumitrescu. “Portals across Domains: A Data Analysis Task and Documentation
Canvas for Data-Driven Model-Based Systems Engineering.” In System Innovation
for an Artificial Intelligence Era , edited by Artde Donald Kin-Tak Lam, Stephen
D. Prior, Siu-Tsen Shen, Sheng-Joue Young, and Liang-Wen Ji, 1. London: CRC Press,
2024.'
ieee: 'D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, and R. Dumitrescu,
“Portals across domains: A data analysis task and documentation canvas for data-driven
model-based systems engineering,” in System Innovation for an Artificial Intelligence
Era , 1., A. D. Kin-Tak Lam, S. D. Prior, S.-T. Shen, S.-J. Young, and L.-W.
Ji, Eds. London: CRC Press, 2024.'
mla: 'Tissen, Denis, et al. “Portals across Domains: A Data Analysis Task and Documentation
Canvas for Data-Driven Model-Based Systems Engineering.” System Innovation
for an Artificial Intelligence Era , edited by Artde Donald Kin-Tak Lam et
al., 1., CRC Press, 2024.'
short: 'D. Tissen, I. Wiederkehr, R. Bernijazov, C. Koldewey, R. Dumitrescu, in:
A.D. Kin-Tak Lam, S.D. Prior, S.-T. Shen, S.-J. Young, L.-W. Ji (Eds.), System
Innovation for an Artificial Intelligence Era , 1., CRC Press, London, 2024.'
date_created: 2025-06-10T10:18:33Z
date_updated: 2025-06-10T10:19:40Z
department:
- _id: '563'
edition: '1.'
editor:
- first_name: Artde Donald
full_name: Kin-Tak Lam, Artde Donald
last_name: Kin-Tak Lam
- first_name: Stephen D.
full_name: Prior, Stephen D.
last_name: Prior
- first_name: Siu-Tsen
full_name: Shen, Siu-Tsen
last_name: Shen
- first_name: Sheng-Joue
full_name: Young, Sheng-Joue
last_name: Young
- first_name: Liang-Wen
full_name: Ji, Liang-Wen
last_name: Ji
language:
- iso: eng
place: London
publication: 'System Innovation for an Artificial Intelligence Era '
publisher: CRC Press
status: public
title: 'Portals across domains: A data analysis task and documentation canvas for
data-driven model-based systems engineering'
type: book_chapter
user_id: '15782'
year: '2024'
...