---
_id: '63652'
abstract:
- lang: eng
text: In dynamic environments, product management plays a key role in aligning innovation,
customer needs, and strategic decision-making. Digitalization offers significant
opportunities to enhance this role by enabling data-driven insights for improved
customer and product understanding—yet its successful implementation requires
a fundamental transformation. Based on a systematic literature review, this study
synthesizes key advantages, challenges, and design fields that shape this transformation.
The results highlight performance benefits across business, product, process,
and decision-making dimensions, while also uncovering barriers rooted in strategy,
organization, people, and technology. To address these barriers, critical enablers
and conditions for success are identified. Four overarching design fields provide
orientation for structuring digitalization efforts and guiding organizational
change in industrial practice. The paper provides both a conceptual foundation
and a practical guide for companies seeking to digitalize their product management
effectively.
author:
- first_name: Timm
full_name: Fichtler, Timm
id: '66731'
last_name: Fichtler
orcid: https://orcid.org/0000-0001-6034-4399
- first_name: Lisa Irene
full_name: Petzke, Lisa Irene
id: '63192'
last_name: Petzke
- 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, Petzke LI, Grigoryan K, Koldewey C, Dumitrescu R. Enhancing Product
Management Performance through Digitalization: Advantages, Challenges, Design
Fields. In: Proceedings of the 59th Hawaii International Conference on System
Sciences. ; 2026.'
apa: 'Fichtler, T., Petzke, L. I., Grigoryan, K., Koldewey, C., & Dumitrescu,
R. (2026). Enhancing Product Management Performance through Digitalization: Advantages,
Challenges, Design Fields. Proceedings of the 59th Hawaii International Conference
on System Sciences. 59th Hawaii International Conference on System Sciences,
Maui, Hawaii.'
bibtex: '@inproceedings{Fichtler_Petzke_Grigoryan_Koldewey_Dumitrescu_2026, title={Enhancing
Product Management Performance through Digitalization: Advantages, Challenges,
Design Fields}, booktitle={Proceedings of the 59th Hawaii International Conference
on System Sciences}, author={Fichtler, Timm and Petzke, Lisa Irene and Grigoryan,
Khoren and Koldewey, Christian and Dumitrescu, Roman}, year={2026} }'
chicago: 'Fichtler, Timm, Lisa Irene Petzke, Khoren Grigoryan, Christian Koldewey,
and Roman Dumitrescu. “Enhancing Product Management Performance through Digitalization:
Advantages, Challenges, Design Fields.” In Proceedings of the 59th Hawaii International
Conference on System Sciences, 2026.'
ieee: 'T. Fichtler, L. I. Petzke, K. Grigoryan, C. Koldewey, and R. Dumitrescu,
“Enhancing Product Management Performance through Digitalization: Advantages,
Challenges, Design Fields,” presented at the 59th Hawaii International Conference
on System Sciences, Maui, Hawaii, 2026.'
mla: 'Fichtler, Timm, et al. “Enhancing Product Management Performance through Digitalization:
Advantages, Challenges, Design Fields.” Proceedings of the 59th Hawaii International
Conference on System Sciences, 2026.'
short: 'T. Fichtler, L.I. Petzke, K. Grigoryan, C. Koldewey, R. Dumitrescu, in:
Proceedings of the 59th Hawaii International Conference on System Sciences, 2026.'
conference:
location: Maui, Hawaii
name: ' 59th Hawaii International Conference on System Sciences'
date_created: 2026-01-16T12:57:37Z
date_updated: 2026-01-16T12:57:44Z
department:
- _id: '563'
language:
- iso: eng
main_file_link:
- url: https://hdl.handle.net/10125/111876
publication: Proceedings of the 59th Hawaii International Conference on System Sciences
quality_controlled: '1'
status: public
title: 'Enhancing Product Management Performance through Digitalization: Advantages,
Challenges, Design Fields'
type: conference
user_id: '66731'
year: '2026'
...
---
_id: '64075'
author:
- first_name: Lynn
full_name: Humpert, Lynn
last_name: Humpert
- first_name: Jannis
full_name: Graunke, Jannis
last_name: Graunke
- first_name: Gerrit
full_name: Cichon, Gerrit
last_name: Cichon
- first_name: Anuradha
full_name: Ammanagi, Anuradha
last_name: Ammanagi
- first_name: Anja
full_name: Schierbaum, Anja
last_name: Schierbaum
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Humpert L, Graunke J, Cichon G, Ammanagi A, Schierbaum A, Dumitrescu R. Generative
AI in Systems Engineering: Automated Creation of System Architectures and Early-Stage
Calculation in the B2B Sector. In: 2025 IEEE International Symposium on Systems
Engineering (ISSE). IEEE; 2026. doi:10.1109/isse65546.2025.11370000'
apa: 'Humpert, L., Graunke, J., Cichon, G., Ammanagi, A., Schierbaum, A., &
Dumitrescu, R. (2026). Generative AI in Systems Engineering: Automated Creation
of System Architectures and Early-Stage Calculation in the B2B Sector. 2025
IEEE International Symposium on Systems Engineering (ISSE). https://doi.org/10.1109/isse65546.2025.11370000'
bibtex: '@inproceedings{Humpert_Graunke_Cichon_Ammanagi_Schierbaum_Dumitrescu_2026,
title={Generative AI in Systems Engineering: Automated Creation of System Architectures
and Early-Stage Calculation in the B2B Sector}, DOI={10.1109/isse65546.2025.11370000},
booktitle={2025 IEEE International Symposium on Systems Engineering (ISSE)}, publisher={IEEE},
author={Humpert, Lynn and Graunke, Jannis and Cichon, Gerrit and Ammanagi, Anuradha
and Schierbaum, Anja and Dumitrescu, Roman}, year={2026} }'
chicago: 'Humpert, Lynn, Jannis Graunke, Gerrit Cichon, Anuradha Ammanagi, Anja
Schierbaum, and Roman Dumitrescu. “Generative AI in Systems Engineering: Automated
Creation of System Architectures and Early-Stage Calculation in the B2B Sector.”
In 2025 IEEE International Symposium on Systems Engineering (ISSE). IEEE,
2026. https://doi.org/10.1109/isse65546.2025.11370000.'
ieee: 'L. Humpert, J. Graunke, G. Cichon, A. Ammanagi, A. Schierbaum, and R. Dumitrescu,
“Generative AI in Systems Engineering: Automated Creation of System Architectures
and Early-Stage Calculation in the B2B Sector,” 2026, doi: 10.1109/isse65546.2025.11370000.'
mla: 'Humpert, Lynn, et al. “Generative AI in Systems Engineering: Automated Creation
of System Architectures and Early-Stage Calculation in the B2B Sector.” 2025
IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2026, doi:10.1109/isse65546.2025.11370000.'
short: 'L. Humpert, J. Graunke, G. Cichon, A. Ammanagi, A. Schierbaum, R. Dumitrescu,
in: 2025 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2026.'
date_created: 2026-02-09T14:52:15Z
date_updated: 2026-02-09T14:52:40Z
department:
- _id: '563'
doi: 10.1109/isse65546.2025.11370000
language:
- iso: eng
publication: 2025 IEEE International Symposium on Systems Engineering (ISSE)
publication_status: published
publisher: IEEE
status: public
title: 'Generative AI in Systems Engineering: Automated Creation of System Architectures
and Early-Stage Calculation in the B2B Sector'
type: conference
user_id: '15782'
year: '2026'
...
---
_id: '64223'
abstract:
- lang: eng
text: The complexity and interconnectivity of modern automotive systems
are rapidly increasing, particularly with the rise of distributed and cooperative
driving functions. These developments increase exposure to a range of disruptions,
from technical failures to cyberattacks, and demand a shift towards resilience-by-design.
This study addresses the early integration of resilience into the automotive design
process by proposing a structured method for identifying gaps and eliciting resilience
requirements. Building upon the concept of resilience scenarios, the approach
extends traditional hazard and threat analyses as defined in ISO 26262, ISO 21448
and ISO/SAE 21434. Using a structured, graph-based modeling method, these scenarios
enable the anticipation of functional degradation and its impact on driving scenarios.
The methodology helps developers to specify resilience requirements at an early
stage, enabling the integration of resilience properties throughout the system
lifecycle. Its practical applicability is demonstrated through an example in the
field of automotive cybersecurity. This study advances the field of resilience
engineering by providing a concrete approach for operationalizing resilience within
automotive systems engineering.
article_number: '51'
author:
- first_name: Isaac
full_name: Mpidi Bita, Isaac
last_name: Mpidi Bita
- first_name: Elif
full_name: Ugur, Elif
last_name: Ugur
- first_name: Aschot
full_name: Hovemann, Aschot
last_name: Hovemann
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Mpidi Bita I, Ugur E, Hovemann A, Dumitrescu R. Resilience-by-Design: Extracting
Resilience Requirements Using the Resilience Graph in the Automotive Concept Phase.
Future Internet. 2026;18(1). doi:10.3390/fi18010051'
apa: 'Mpidi Bita, I., Ugur, E., Hovemann, A., & Dumitrescu, R. (2026). Resilience-by-Design:
Extracting Resilience Requirements Using the Resilience Graph in the Automotive
Concept Phase. Future Internet, 18(1), Article 51. https://doi.org/10.3390/fi18010051'
bibtex: '@article{Mpidi Bita_Ugur_Hovemann_Dumitrescu_2026, title={Resilience-by-Design:
Extracting Resilience Requirements Using the Resilience Graph in the Automotive
Concept Phase}, volume={18}, DOI={10.3390/fi18010051},
number={151}, journal={Future Internet}, publisher={MDPI AG}, author={Mpidi Bita,
Isaac and Ugur, Elif and Hovemann, Aschot and Dumitrescu, Roman}, year={2026}
}'
chicago: 'Mpidi Bita, Isaac, Elif Ugur, Aschot Hovemann, and Roman Dumitrescu. “Resilience-by-Design:
Extracting Resilience Requirements Using the Resilience Graph in the Automotive
Concept Phase.” Future Internet 18, no. 1 (2026). https://doi.org/10.3390/fi18010051.'
ieee: 'I. Mpidi Bita, E. Ugur, A. Hovemann, and R. Dumitrescu, “Resilience-by-Design:
Extracting Resilience Requirements Using the Resilience Graph in the Automotive
Concept Phase,” Future Internet, vol. 18, no. 1, Art. no. 51, 2026, doi:
10.3390/fi18010051.'
mla: 'Mpidi Bita, Isaac, et al. “Resilience-by-Design: Extracting Resilience Requirements
Using the Resilience Graph in the Automotive Concept Phase.” Future Internet,
vol. 18, no. 1, 51, MDPI AG, 2026, doi:10.3390/fi18010051.'
short: I. Mpidi Bita, E. Ugur, A. Hovemann, R. Dumitrescu, Future Internet 18 (2026).
date_created: 2026-02-19T08:59:53Z
date_updated: 2026-02-19T09:00:32Z
department:
- _id: '563'
doi: 10.3390/fi18010051
intvolume: ' 18'
issue: '1'
language:
- iso: eng
publication: Future Internet
publication_identifier:
issn:
- 1999-5903
publication_status: published
publisher: MDPI AG
status: public
title: 'Resilience-by-Design: Extracting Resilience Requirements Using the Resilience
Graph in the Automotive Concept Phase'
type: journal_article
user_id: '15782'
volume: 18
year: '2026'
...
---
_id: '64224'
author:
- first_name: Jingye
full_name: Yee, Jingye
last_name: Yee
- first_name: Dominik
full_name: Hermelingmeier, Dominik
last_name: Hermelingmeier
- first_name: Abishai Asir A.
full_name: Thederajan, Abishai Asir A.
last_name: Thederajan
- first_name: Cheng Yee
full_name: Low, Cheng Yee
last_name: Low
- first_name: Alexander
full_name: Gossen, Alexander
last_name: Gossen
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Yee J, Hermelingmeier D, Thederajan AAA, Low CY, Gossen A, Dumitrescu R. System
Architecture and Analytical Inverse Kinematics for Autonomous Docking of Passenger
Boarding Bridges. In: 2025 IEEE International Symposium on Systems Engineering
(ISSE). IEEE; 2026. doi:10.1109/isse65546.2025.11370093'
apa: Yee, J., Hermelingmeier, D., Thederajan, A. A. A., Low, C. Y., Gossen, A.,
& Dumitrescu, R. (2026). System Architecture and Analytical Inverse Kinematics
for Autonomous Docking of Passenger Boarding Bridges. 2025 IEEE International
Symposium on Systems Engineering (ISSE). https://doi.org/10.1109/isse65546.2025.11370093
bibtex: '@inproceedings{Yee_Hermelingmeier_Thederajan_Low_Gossen_Dumitrescu_2026,
title={System Architecture and Analytical Inverse Kinematics for Autonomous Docking
of Passenger Boarding Bridges}, DOI={10.1109/isse65546.2025.11370093},
booktitle={2025 IEEE International Symposium on Systems Engineering (ISSE)}, publisher={IEEE},
author={Yee, Jingye and Hermelingmeier, Dominik and Thederajan, Abishai Asir A.
and Low, Cheng Yee and Gossen, Alexander and Dumitrescu, Roman}, year={2026} }'
chicago: Yee, Jingye, Dominik Hermelingmeier, Abishai Asir A. Thederajan, Cheng
Yee Low, Alexander Gossen, and Roman Dumitrescu. “System Architecture and Analytical
Inverse Kinematics for Autonomous Docking of Passenger Boarding Bridges.” In 2025
IEEE International Symposium on Systems Engineering (ISSE). IEEE, 2026. https://doi.org/10.1109/isse65546.2025.11370093.
ieee: 'J. Yee, D. Hermelingmeier, A. A. A. Thederajan, C. Y. Low, A. Gossen, and
R. Dumitrescu, “System Architecture and Analytical Inverse Kinematics for Autonomous
Docking of Passenger Boarding Bridges,” 2026, doi: 10.1109/isse65546.2025.11370093.'
mla: Yee, Jingye, et al. “System Architecture and Analytical Inverse Kinematics
for Autonomous Docking of Passenger Boarding Bridges.” 2025 IEEE International
Symposium on Systems Engineering (ISSE), IEEE, 2026, doi:10.1109/isse65546.2025.11370093.
short: 'J. Yee, D. Hermelingmeier, A.A.A. Thederajan, C.Y. Low, A. Gossen, R. Dumitrescu,
in: 2025 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2026.'
date_created: 2026-02-19T09:01:07Z
date_updated: 2026-02-19T09:02:57Z
department:
- _id: '563'
doi: 10.1109/isse65546.2025.11370093
language:
- iso: eng
publication: 2025 IEEE International Symposium on Systems Engineering (ISSE)
publication_status: published
publisher: IEEE
status: public
title: System Architecture and Analytical Inverse Kinematics for Autonomous Docking
of Passenger Boarding Bridges
type: conference
user_id: '15782'
year: '2026'
...
---
_id: '64226'
author:
- first_name: Dominik
full_name: Hermelingmeier, Dominik
last_name: Hermelingmeier
- first_name: Jannis
full_name: Graunke, Jannis
last_name: Graunke
- first_name: Leon
full_name: Menne, Leon
last_name: Menne
- first_name: Anja Maria
full_name: Schierbaum, Anja Maria
last_name: Schierbaum
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Hermelingmeier D, Graunke J, Menne L, Schierbaum AM, Dumitrescu R. Process
Model for the Development of Physical Prototypes in Context of Hardware Start-Ups
using Maker Systems Engineering. In: 2025 IEEE International Symposium on Systems
Engineering (ISSE). IEEE; 2026. doi:10.1109/isse65546.2025.11370109'
apa: Hermelingmeier, D., Graunke, J., Menne, L., Schierbaum, A. M., & Dumitrescu,
R. (2026). Process Model for the Development of Physical Prototypes in Context
of Hardware Start-Ups using Maker Systems Engineering. 2025 IEEE International
Symposium on Systems Engineering (ISSE). https://doi.org/10.1109/isse65546.2025.11370109
bibtex: '@inproceedings{Hermelingmeier_Graunke_Menne_Schierbaum_Dumitrescu_2026,
title={Process Model for the Development of Physical Prototypes in Context of
Hardware Start-Ups using Maker Systems Engineering}, DOI={10.1109/isse65546.2025.11370109},
booktitle={2025 IEEE International Symposium on Systems Engineering (ISSE)}, publisher={IEEE},
author={Hermelingmeier, Dominik and Graunke, Jannis and Menne, Leon and Schierbaum,
Anja Maria and Dumitrescu, Roman}, year={2026} }'
chicago: Hermelingmeier, Dominik, Jannis Graunke, Leon Menne, Anja Maria Schierbaum,
and Roman Dumitrescu. “Process Model for the Development of Physical Prototypes
in Context of Hardware Start-Ups Using Maker Systems Engineering.” In 2025
IEEE International Symposium on Systems Engineering (ISSE). IEEE, 2026. https://doi.org/10.1109/isse65546.2025.11370109.
ieee: 'D. Hermelingmeier, J. Graunke, L. Menne, A. M. Schierbaum, and R. Dumitrescu,
“Process Model for the Development of Physical Prototypes in Context of Hardware
Start-Ups using Maker Systems Engineering,” 2026, doi: 10.1109/isse65546.2025.11370109.'
mla: Hermelingmeier, Dominik, et al. “Process Model for the Development of Physical
Prototypes in Context of Hardware Start-Ups Using Maker Systems Engineering.”
2025 IEEE International Symposium on Systems Engineering (ISSE), IEEE,
2026, doi:10.1109/isse65546.2025.11370109.
short: 'D. Hermelingmeier, J. Graunke, L. Menne, A.M. Schierbaum, R. Dumitrescu,
in: 2025 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2026.'
date_created: 2026-02-19T09:02:26Z
date_updated: 2026-02-19T09:03:01Z
department:
- _id: '563'
doi: 10.1109/isse65546.2025.11370109
language:
- iso: eng
publication: 2025 IEEE International Symposium on Systems Engineering (ISSE)
publication_status: published
publisher: IEEE
status: public
title: Process Model for the Development of Physical Prototypes in Context of Hardware
Start-Ups using Maker Systems Engineering
type: conference
user_id: '15782'
year: '2026'
...
---
_id: '64225'
author:
- first_name: Eva-Maria
full_name: Grote, Eva-Maria
last_name: Grote
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Thomas Alexander
full_name: Voelk, Thomas Alexander
last_name: Voelk
- first_name: Stefan Eric
full_name: Schwarz, Stefan Eric
last_name: Schwarz
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: 'Grote E-M, Koldewey C, Voelk TA, Schwarz SE, Dumitrescu R, Albers A. From
Generic to Specific: Scalable Role Modeling for Engineering Advanced Systems.
In: 2025 IEEE International Symposium on Systems Engineering (ISSE). IEEE;
2026. doi:10.1109/isse65546.2025.11370103'
apa: 'Grote, E.-M., Koldewey, C., Voelk, T. A., Schwarz, S. E., Dumitrescu, R.,
& Albers, A. (2026). From Generic to Specific: Scalable Role Modeling for
Engineering Advanced Systems. 2025 IEEE International Symposium on Systems
Engineering (ISSE). https://doi.org/10.1109/isse65546.2025.11370103'
bibtex: '@inproceedings{Grote_Koldewey_Voelk_Schwarz_Dumitrescu_Albers_2026, title={From
Generic to Specific: Scalable Role Modeling for Engineering Advanced Systems},
DOI={10.1109/isse65546.2025.11370103},
booktitle={2025 IEEE International Symposium on Systems Engineering (ISSE)}, publisher={IEEE},
author={Grote, Eva-Maria and Koldewey, Christian and Voelk, Thomas Alexander and
Schwarz, Stefan Eric and Dumitrescu, Roman and Albers, Albert}, year={2026} }'
chicago: 'Grote, Eva-Maria, Christian Koldewey, Thomas Alexander Voelk, Stefan Eric
Schwarz, Roman Dumitrescu, and Albert Albers. “From Generic to Specific: Scalable
Role Modeling for Engineering Advanced Systems.” In 2025 IEEE International
Symposium on Systems Engineering (ISSE). IEEE, 2026. https://doi.org/10.1109/isse65546.2025.11370103.'
ieee: 'E.-M. Grote, C. Koldewey, T. A. Voelk, S. E. Schwarz, R. Dumitrescu, and
A. Albers, “From Generic to Specific: Scalable Role Modeling for Engineering Advanced
Systems,” 2026, doi: 10.1109/isse65546.2025.11370103.'
mla: 'Grote, Eva-Maria, et al. “From Generic to Specific: Scalable Role Modeling
for Engineering Advanced Systems.” 2025 IEEE International Symposium on Systems
Engineering (ISSE), IEEE, 2026, doi:10.1109/isse65546.2025.11370103.'
short: 'E.-M. Grote, C. Koldewey, T.A. Voelk, S.E. Schwarz, R. Dumitrescu, A. Albers,
in: 2025 IEEE International Symposium on Systems Engineering (ISSE), IEEE, 2026.'
date_created: 2026-02-19T09:01:47Z
date_updated: 2026-02-19T09:03:04Z
department:
- _id: '563'
doi: 10.1109/isse65546.2025.11370103
language:
- iso: eng
publication: 2025 IEEE International Symposium on Systems Engineering (ISSE)
publication_status: published
publisher: IEEE
status: public
title: 'From Generic to Specific: Scalable Role Modeling for Engineering Advanced
Systems'
type: conference
user_id: '15782'
year: '2026'
...
---
_id: '64221'
author:
- first_name: Jonas
full_name: Lick, Jonas
last_name: Lick
- first_name: Fiona
full_name: Kattenstroth, Fiona
last_name: Kattenstroth
- first_name: Hendrik
full_name: van der Valk, Hendrik
last_name: van der Valk
- first_name: Malte
full_name: Trienens, Malte
last_name: Trienens
- 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, Kattenstroth F, van der Valk H, Trienens M, Kühn A, Dumitrescu R.
Characterizing Digital Factory Twins: Deriving Archetypes for Research and Industry.
In: 2025 Winter Simulation Conference (WSC). IEEE; 2026. doi:10.1109/wsc68292.2025.11338979'
apa: 'Lick, J., Kattenstroth, F., van der Valk, H., Trienens, M., Kühn, A., &
Dumitrescu, R. (2026). Characterizing Digital Factory Twins: Deriving Archetypes
for Research and Industry. 2025 Winter Simulation Conference (WSC). https://doi.org/10.1109/wsc68292.2025.11338979'
bibtex: '@inproceedings{Lick_Kattenstroth_van der Valk_Trienens_Kühn_Dumitrescu_2026,
title={Characterizing Digital Factory Twins: Deriving Archetypes for Research
and Industry}, DOI={10.1109/wsc68292.2025.11338979},
booktitle={2025 Winter Simulation Conference (WSC)}, publisher={IEEE}, author={Lick,
Jonas and Kattenstroth, Fiona and van der Valk, Hendrik and Trienens, Malte and
Kühn, Arno and Dumitrescu, Roman}, year={2026} }'
chicago: 'Lick, Jonas, Fiona Kattenstroth, Hendrik van der Valk, Malte Trienens,
Arno Kühn, and Roman Dumitrescu. “Characterizing Digital Factory Twins: Deriving
Archetypes for Research and Industry.” In 2025 Winter Simulation Conference
(WSC). IEEE, 2026. https://doi.org/10.1109/wsc68292.2025.11338979.'
ieee: 'J. Lick, F. Kattenstroth, H. van der Valk, M. Trienens, A. Kühn, and R. Dumitrescu,
“Characterizing Digital Factory Twins: Deriving Archetypes for Research and Industry,”
2026, doi: 10.1109/wsc68292.2025.11338979.'
mla: 'Lick, Jonas, et al. “Characterizing Digital Factory Twins: Deriving Archetypes
for Research and Industry.” 2025 Winter Simulation Conference (WSC), IEEE,
2026, doi:10.1109/wsc68292.2025.11338979.'
short: 'J. Lick, F. Kattenstroth, H. van der Valk, M. Trienens, A. Kühn, R. Dumitrescu,
in: 2025 Winter Simulation Conference (WSC), IEEE, 2026.'
date_created: 2026-02-19T08:56:31Z
date_updated: 2026-02-19T09:00:37Z
department:
- _id: '563'
doi: 10.1109/wsc68292.2025.11338979
language:
- iso: eng
publication: 2025 Winter Simulation Conference (WSC)
publication_status: published
publisher: IEEE
status: public
title: 'Characterizing Digital Factory Twins: Deriving Archetypes for Research and
Industry'
type: conference
user_id: '15782'
year: '2026'
...
---
_id: '64228'
author:
- first_name: Fabian
full_name: Hanke, Fabian
last_name: Hanke
- first_name: Oliver
full_name: von Heißen, Oliver
last_name: von Heißen
- first_name: Markus
full_name: Feld, Markus
last_name: Feld
- first_name: Tim
full_name: Heuwinkel, Tim
last_name: Heuwinkel
- first_name: Aschot
full_name: Hovemann, Aschot
last_name: Hovemann
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Hanke F, von Heißen O, Feld M, Heuwinkel T, Hovemann A, Dumitrescu R. Cross-View
Trace Link Prediction with Multi-Feature GNNs: Creating and maintaining Traceability
from Requirements to Components. In: 2025 IEEE International Conference on
Technology Management, Operations and Decisions (ICTMOD). IEEE; 2026. doi:10.1109/ictmod66732.2025.11371884'
apa: 'Hanke, F., von Heißen, O., Feld, M., Heuwinkel, T., Hovemann, A., & Dumitrescu,
R. (2026). Cross-View Trace Link Prediction with Multi-Feature GNNs: Creating
and maintaining Traceability from Requirements to Components. 2025 IEEE International
Conference on Technology Management, Operations and Decisions (ICTMOD). https://doi.org/10.1109/ictmod66732.2025.11371884'
bibtex: '@inproceedings{Hanke_von Heißen_Feld_Heuwinkel_Hovemann_Dumitrescu_2026,
title={Cross-View Trace Link Prediction with Multi-Feature GNNs: Creating and
maintaining Traceability from Requirements to Components}, DOI={10.1109/ictmod66732.2025.11371884},
booktitle={2025 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD)}, publisher={IEEE}, author={Hanke, Fabian and von Heißen,
Oliver and Feld, Markus and Heuwinkel, Tim and Hovemann, Aschot and Dumitrescu,
Roman}, year={2026} }'
chicago: 'Hanke, Fabian, Oliver von Heißen, Markus Feld, Tim Heuwinkel, Aschot Hovemann,
and Roman Dumitrescu. “Cross-View Trace Link Prediction with Multi-Feature GNNs:
Creating and Maintaining Traceability from Requirements to Components.” In 2025
IEEE International Conference on Technology Management, Operations and Decisions
(ICTMOD). IEEE, 2026. https://doi.org/10.1109/ictmod66732.2025.11371884.'
ieee: 'F. Hanke, O. von Heißen, M. Feld, T. Heuwinkel, A. Hovemann, and R. Dumitrescu,
“Cross-View Trace Link Prediction with Multi-Feature GNNs: Creating and maintaining
Traceability from Requirements to Components,” 2026, doi: 10.1109/ictmod66732.2025.11371884.'
mla: 'Hanke, Fabian, et al. “Cross-View Trace Link Prediction with Multi-Feature
GNNs: Creating and Maintaining Traceability from Requirements to Components.”
2025 IEEE International Conference on Technology Management, Operations and
Decisions (ICTMOD), IEEE, 2026, doi:10.1109/ictmod66732.2025.11371884.'
short: 'F. Hanke, O. von Heißen, M. Feld, T. Heuwinkel, A. Hovemann, R. Dumitrescu,
in: 2025 IEEE International Conference on Technology Management, Operations and
Decisions (ICTMOD), IEEE, 2026.'
date_created: 2026-02-19T09:12:05Z
date_updated: 2026-02-19T09:15:03Z
department:
- _id: '563'
doi: 10.1109/ictmod66732.2025.11371884
language:
- iso: eng
publication: 2025 IEEE International Conference on Technology Management, Operations
and Decisions (ICTMOD)
publication_status: published
publisher: IEEE
status: public
title: 'Cross-View Trace Link Prediction with Multi-Feature GNNs: Creating and maintaining
Traceability from Requirements to Components'
type: conference
user_id: '15782'
year: '2026'
...
---
_id: '64227'
author:
- first_name: Ulf
full_name: Könemann, Ulf
last_name: Könemann
- first_name: Marcel
full_name: Niemeyer, Marcel
last_name: Niemeyer
- first_name: Anja
full_name: Schierbaum, Anja
last_name: Schierbaum
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Könemann U, Niemeyer M, Schierbaum A, Dumitrescu R. Status quo and challenges
of professional Systems Engineering education in industrial practice. In: 2025
IEEE 4th German Education Conference (GECon). IEEE; 2026. doi:10.1109/gecon64629.2025.11369324'
apa: Könemann, U., Niemeyer, M., Schierbaum, A., & Dumitrescu, R. (2026). Status
quo and challenges of professional Systems Engineering education in industrial
practice. 2025 IEEE 4th German Education Conference (GECon). https://doi.org/10.1109/gecon64629.2025.11369324
bibtex: '@inproceedings{Könemann_Niemeyer_Schierbaum_Dumitrescu_2026, title={Status
quo and challenges of professional Systems Engineering education in industrial
practice}, DOI={10.1109/gecon64629.2025.11369324},
booktitle={2025 IEEE 4th German Education Conference (GECon)}, publisher={IEEE},
author={Könemann, Ulf and Niemeyer, Marcel and Schierbaum, Anja and Dumitrescu,
Roman}, year={2026} }'
chicago: Könemann, Ulf, Marcel Niemeyer, Anja Schierbaum, and Roman Dumitrescu.
“Status Quo and Challenges of Professional Systems Engineering Education in Industrial
Practice.” In 2025 IEEE 4th German Education Conference (GECon). IEEE,
2026. https://doi.org/10.1109/gecon64629.2025.11369324.
ieee: 'U. Könemann, M. Niemeyer, A. Schierbaum, and R. Dumitrescu, “Status quo and
challenges of professional Systems Engineering education in industrial practice,”
2026, doi: 10.1109/gecon64629.2025.11369324.'
mla: Könemann, Ulf, et al. “Status Quo and Challenges of Professional Systems Engineering
Education in Industrial Practice.” 2025 IEEE 4th German Education Conference
(GECon), IEEE, 2026, doi:10.1109/gecon64629.2025.11369324.
short: 'U. Könemann, M. Niemeyer, A. Schierbaum, R. Dumitrescu, in: 2025 IEEE 4th
German Education Conference (GECon), IEEE, 2026.'
date_created: 2026-02-19T09:10:57Z
date_updated: 2026-02-19T09:15:08Z
department:
- _id: '563'
doi: 10.1109/gecon64629.2025.11369324
language:
- iso: eng
publication: 2025 IEEE 4th German Education Conference (GECon)
publication_status: published
publisher: IEEE
status: public
title: Status quo and challenges of professional Systems Engineering education in
industrial practice
type: conference
user_id: '15782'
year: '2026'
...
---
_id: '59512'
abstract:
- lang: eng
text: "Abstract\r\n Große Sprachmodelle
wie GPT-4 bieten erhebliche Potenziale für das Systems Engineering. Prompt-Engineering
ermöglicht einen flexiblen Einsatz im Anforderungsmanagement, Systementwurf und
in der Integration, Verifikation und Validierung ohne aufwendiges Modelltraining.
Die Formulierung von Prompts und die Anwendung fortschrittlicher Techniken erfordern
jedoch tiefes Domänenwissen. Der Beitrag zeigt Potenziale und Herausforderungen
dieser Technik auf und illustriert praktische Anwendungsbeispiele"
alternative_title:
- Potenziale und Grenzen moderner großer Sprachmodelle im V-Modell
author:
- first_name: Aschot
full_name: Hovemann, Aschot
last_name: Hovemann
- first_name: Isaac Mpidi
full_name: Bita, Isaac Mpidi
last_name: Bita
- first_name: Abed Alrahman
full_name: Aldade, Abed Alrahman
last_name: Aldade
- first_name: Oliver
full_name: von Heißen, Oliver
last_name: von Heißen
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Hovemann A, Bita IM, Aldade AA, von Heißen O, Dumitrescu R. Prompt Engineering
im Systems Engineering. Zeitschrift für wirtschaftlichen Fabrikbetrieb.
2025;120(s1):101-106. doi:10.1515/zwf-2024-0139
apa: Hovemann, A., Bita, I. M., Aldade, A. A., von Heißen, O., & Dumitrescu,
R. (2025). Prompt Engineering im Systems Engineering. Zeitschrift Für Wirtschaftlichen
Fabrikbetrieb, 120(s1), 101–106. https://doi.org/10.1515/zwf-2024-0139
bibtex: '@article{Hovemann_Bita_Aldade_von Heißen_Dumitrescu_2025, title={Prompt
Engineering im Systems Engineering}, volume={120}, DOI={10.1515/zwf-2024-0139},
number={s1}, journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter
de Gruyter GmbH}, author={Hovemann, Aschot and Bita, Isaac Mpidi and Aldade, Abed
Alrahman and von Heißen, Oliver and Dumitrescu, Roman}, year={2025}, pages={101–106}
}'
chicago: 'Hovemann, Aschot, Isaac Mpidi Bita, Abed Alrahman Aldade, Oliver von Heißen,
and Roman Dumitrescu. “Prompt Engineering Im Systems Engineering.” Zeitschrift
Für Wirtschaftlichen Fabrikbetrieb 120, no. s1 (2025): 101–6. https://doi.org/10.1515/zwf-2024-0139.'
ieee: 'A. Hovemann, I. M. Bita, A. A. Aldade, O. von Heißen, and R. Dumitrescu,
“Prompt Engineering im Systems Engineering,” Zeitschrift für wirtschaftlichen
Fabrikbetrieb, vol. 120, no. s1, pp. 101–106, 2025, doi: 10.1515/zwf-2024-0139.'
mla: Hovemann, Aschot, et al. “Prompt Engineering Im Systems Engineering.” Zeitschrift
Für Wirtschaftlichen Fabrikbetrieb, vol. 120, no. s1, Walter de Gruyter GmbH,
2025, pp. 101–06, doi:10.1515/zwf-2024-0139.
short: A. Hovemann, I.M. Bita, A.A. Aldade, O. von Heißen, R. Dumitrescu, Zeitschrift
Für Wirtschaftlichen Fabrikbetrieb 120 (2025) 101–106.
date_created: 2025-04-11T12:00:31Z
date_updated: 2025-04-11T12:01:01Z
department:
- _id: '563'
doi: 10.1515/zwf-2024-0139
intvolume: ' 120'
issue: s1
language:
- iso: eng
page: 101-106
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
issn:
- 2511-0896
- 0947-0085
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: Prompt Engineering im Systems Engineering
type: journal_article
user_id: '15782'
volume: 120
year: '2025'
...
---
_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: '59514'
alternative_title:
- Contributing to sustainability with validation
author:
- first_name: Lynn
full_name: Humpert, Lynn
last_name: Humpert
- first_name: Kristin
full_name: Zagatta, Kristin
last_name: Zagatta
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Humpert L, Zagatta K, Anacker H, Dumitrescu R. Systems Engineering and Validation:
A systematic literature review. In: Proceedings of the 2024 7th International
Conference on Computational Intelligence and Intelligent Systems. ACM; 2025.
doi:10.1145/3708778.3708793'
apa: 'Humpert, L., Zagatta, K., Anacker, H., & Dumitrescu, R. (2025). Systems
Engineering and Validation: A systematic literature review. Proceedings of
the 2024 7th International Conference on Computational Intelligence and Intelligent
Systems. https://doi.org/10.1145/3708778.3708793'
bibtex: '@inproceedings{Humpert_Zagatta_Anacker_Dumitrescu_2025, title={Systems
Engineering and Validation: A systematic literature review}, DOI={10.1145/3708778.3708793},
booktitle={Proceedings of the 2024 7th International Conference on Computational
Intelligence and Intelligent Systems}, publisher={ACM}, author={Humpert, Lynn
and Zagatta, Kristin and Anacker, Harald and Dumitrescu, Roman}, year={2025} }'
chicago: 'Humpert, Lynn, Kristin Zagatta, Harald Anacker, and Roman Dumitrescu.
“Systems Engineering and Validation: A Systematic Literature Review.” In Proceedings
of the 2024 7th International Conference on Computational Intelligence and Intelligent
Systems. ACM, 2025. https://doi.org/10.1145/3708778.3708793.'
ieee: 'L. Humpert, K. Zagatta, H. Anacker, and R. Dumitrescu, “Systems Engineering
and Validation: A systematic literature review,” 2025, doi: 10.1145/3708778.3708793.'
mla: 'Humpert, Lynn, et al. “Systems Engineering and Validation: A Systematic Literature
Review.” Proceedings of the 2024 7th International Conference on Computational
Intelligence and Intelligent Systems, ACM, 2025, doi:10.1145/3708778.3708793.'
short: 'L. Humpert, K. Zagatta, H. Anacker, R. Dumitrescu, in: Proceedings of the
2024 7th International Conference on Computational Intelligence and Intelligent
Systems, ACM, 2025.'
date_created: 2025-04-11T12:04:07Z
date_updated: 2025-04-11T12:04:29Z
department:
- _id: '563'
doi: 10.1145/3708778.3708793
language:
- iso: eng
publication: Proceedings of the 2024 7th International Conference on Computational
Intelligence and Intelligent Systems
publication_status: published
publisher: ACM
status: public
title: 'Systems Engineering and Validation: A systematic literature review'
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '60156'
author:
- first_name: Patrick
full_name: Ködding, Patrick
id: '45402'
last_name: Ködding
- first_name: Mathis
full_name: Jahn, Mathis
last_name: Jahn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
citation:
ama: 'Ködding P, Jahn M, Dumitrescu R, Koldewey C. Challenges for Scenario-Based
Foresight and Potential for Digital Technologies: Insights from Practice. In:
Schmuntzsch U, Shajek A, Hartmann EA, eds. New Digital Work II - Digital Sovereignty
of Companies and Organizations. Springer Nature Switzerland; 2025:93-108.
doi:10.1007/978-3-031-69994-8'
apa: 'Ködding, P., Jahn, M., Dumitrescu, R., & Koldewey, C. (2025). Challenges
for Scenario-Based Foresight and Potential for Digital Technologies: Insights
from Practice. In U. Schmuntzsch, A. Shajek, & E. A. Hartmann (Eds.), New
Digital Work II - Digital Sovereignty of Companies and Organizations (pp.
93–108). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-69994-8'
bibtex: '@inbook{Ködding_Jahn_Dumitrescu_Koldewey_2025, place={Cham}, title={Challenges
for Scenario-Based Foresight and Potential for Digital Technologies: Insights
from Practice}, DOI={10.1007/978-3-031-69994-8},
booktitle={New Digital Work II - Digital Sovereignty of Companies and Organizations},
publisher={Springer Nature Switzerland}, author={Ködding, Patrick and Jahn, Mathis
and Dumitrescu, Roman and Koldewey, Christian}, editor={Schmuntzsch, Ulrike and
Shajek, Alexandra and Hartmann, Ernst Andreas}, year={2025}, pages={93–108} }'
chicago: 'Ködding, Patrick, Mathis Jahn, Roman Dumitrescu, and Christian Koldewey.
“Challenges for Scenario-Based Foresight and Potential for Digital Technologies:
Insights from Practice.” In New Digital Work II - Digital Sovereignty of Companies
and Organizations, edited by Ulrike Schmuntzsch, Alexandra Shajek, and Ernst
Andreas Hartmann, 93–108. Cham: Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-69994-8.'
ieee: 'P. Ködding, M. Jahn, R. Dumitrescu, and C. Koldewey, “Challenges for Scenario-Based
Foresight and Potential for Digital Technologies: Insights from Practice,” in
New Digital Work II - Digital Sovereignty of Companies and Organizations,
U. Schmuntzsch, A. Shajek, and E. A. Hartmann, Eds. Cham: Springer Nature Switzerland,
2025, pp. 93–108.'
mla: 'Ködding, Patrick, et al. “Challenges for Scenario-Based Foresight and Potential
for Digital Technologies: Insights from Practice.” New Digital Work II - Digital
Sovereignty of Companies and Organizations, edited by Ulrike Schmuntzsch et
al., Springer Nature Switzerland, 2025, pp. 93–108, doi:10.1007/978-3-031-69994-8.'
short: 'P. Ködding, M. Jahn, R. Dumitrescu, C. Koldewey, in: U. Schmuntzsch, A.
Shajek, E.A. Hartmann (Eds.), New Digital Work II - Digital Sovereignty of Companies
and Organizations, Springer Nature Switzerland, Cham, 2025, pp. 93–108.'
date_created: 2025-06-10T08:34:05Z
date_updated: 2025-06-10T08:38:26Z
department:
- _id: '563'
doi: 10.1007/978-3-031-69994-8
editor:
- first_name: Ulrike
full_name: Schmuntzsch, Ulrike
last_name: Schmuntzsch
- first_name: Alexandra
full_name: Shajek, Alexandra
last_name: Shajek
- first_name: Ernst Andreas
full_name: Hartmann, Ernst Andreas
last_name: Hartmann
language:
- iso: eng
page: 93-108
place: Cham
publication: New Digital Work II - Digital Sovereignty of Companies and Organizations
publication_identifier:
isbn:
- '9783031699931'
- '9783031699948'
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: 'Challenges for Scenario-Based Foresight and Potential for Digital Technologies:
Insights from Practice'
type: book_chapter
user_id: '15782'
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: '64219'
author:
- first_name: Jannis
full_name: Graunke, Jannis
last_name: Graunke
- first_name: Isaac Mpidi
full_name: Bita, Isaac Mpidi
last_name: Bita
- first_name: Dominik
full_name: Hermelingmeier, Dominik
last_name: Hermelingmeier
- first_name: Lynn
full_name: Humpert, Lynn
last_name: Humpert
- first_name: Anja
full_name: Schierbaum, Anja
last_name: Schierbaum
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Graunke J, Bita IM, Hermelingmeier D, Humpert L, Schierbaum A, Dumitrescu
R. Evolving Modularity: Rethinking Architecture in Product and Organizational
Systems. In: 2025 IEEE International Conference on Recent Advances in Systems
Science and Engineering (RASSE). IEEE; 2025. doi:10.1109/rasse64831.2025.11315315'
apa: 'Graunke, J., Bita, I. M., Hermelingmeier, D., Humpert, L., Schierbaum, A.,
& Dumitrescu, R. (2025). Evolving Modularity: Rethinking Architecture in Product
and Organizational Systems. 2025 IEEE International Conference on Recent Advances
in Systems Science and Engineering (RASSE). https://doi.org/10.1109/rasse64831.2025.11315315'
bibtex: '@inproceedings{Graunke_Bita_Hermelingmeier_Humpert_Schierbaum_Dumitrescu_2025,
title={Evolving Modularity: Rethinking Architecture in Product and Organizational
Systems}, DOI={10.1109/rasse64831.2025.11315315},
booktitle={2025 IEEE International Conference on Recent Advances in Systems Science
and Engineering (RASSE)}, publisher={IEEE}, author={Graunke, Jannis and Bita,
Isaac Mpidi and Hermelingmeier, Dominik and Humpert, Lynn and Schierbaum, Anja
and Dumitrescu, Roman}, year={2025} }'
chicago: 'Graunke, Jannis, Isaac Mpidi Bita, Dominik Hermelingmeier, Lynn Humpert,
Anja Schierbaum, and Roman Dumitrescu. “Evolving Modularity: Rethinking Architecture
in Product and Organizational Systems.” In 2025 IEEE International Conference
on Recent Advances in Systems Science and Engineering (RASSE). IEEE, 2025.
https://doi.org/10.1109/rasse64831.2025.11315315.'
ieee: 'J. Graunke, I. M. Bita, D. Hermelingmeier, L. Humpert, A. Schierbaum, and
R. Dumitrescu, “Evolving Modularity: Rethinking Architecture in Product and Organizational
Systems,” 2025, doi: 10.1109/rasse64831.2025.11315315.'
mla: 'Graunke, Jannis, et al. “Evolving Modularity: Rethinking Architecture in Product
and Organizational Systems.” 2025 IEEE International Conference on Recent Advances
in Systems Science and Engineering (RASSE), IEEE, 2025, doi:10.1109/rasse64831.2025.11315315.'
short: 'J. Graunke, I.M. Bita, D. Hermelingmeier, L. Humpert, A. Schierbaum, R.
Dumitrescu, in: 2025 IEEE International Conference on Recent Advances in Systems
Science and Engineering (RASSE), IEEE, 2025.'
date_created: 2026-02-19T08:52:59Z
date_updated: 2026-02-19T08:53:26Z
department:
- _id: '563'
doi: 10.1109/rasse64831.2025.11315315
language:
- iso: eng
publication: 2025 IEEE International Conference on Recent Advances in Systems Science
and Engineering (RASSE)
publication_status: published
publisher: IEEE
status: public
title: 'Evolving Modularity: Rethinking Architecture in Product and Organizational
Systems'
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '64220'
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: Jonas
full_name: Lick, Jonas
last_name: Lick
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Disselkamp J-P, Seidenberg T, Lick J, Dumitrescu R. 24 Reasons for the Failure
of Integrative and Integrated Product and Production System Development Methods.
In: 2025 IEEE International Conference on Recent Advances in Systems Science
and Engineering (RASSE). IEEE; 2025. doi:10.1109/rasse64831.2025.11315397'
apa: Disselkamp, J.-P., Seidenberg, T., Lick, J., & Dumitrescu, R. (2025). 24
Reasons for the Failure of Integrative and Integrated Product and Production System
Development Methods. 2025 IEEE International Conference on Recent Advances
in Systems Science and Engineering (RASSE). https://doi.org/10.1109/rasse64831.2025.11315397
bibtex: '@inproceedings{Disselkamp_Seidenberg_Lick_Dumitrescu_2025, title={24 Reasons
for the Failure of Integrative and Integrated Product and Production System Development
Methods}, DOI={10.1109/rasse64831.2025.11315397},
booktitle={2025 IEEE International Conference on Recent Advances in Systems Science
and Engineering (RASSE)}, publisher={IEEE}, author={Disselkamp, Jan-Philipp and
Seidenberg, Tobias and Lick, Jonas and Dumitrescu, Roman}, year={2025} }'
chicago: Disselkamp, Jan-Philipp, Tobias Seidenberg, Jonas Lick, and Roman Dumitrescu.
“24 Reasons for the Failure of Integrative and Integrated Product and Production
System Development Methods.” In 2025 IEEE International Conference on Recent
Advances in Systems Science and Engineering (RASSE). IEEE, 2025. https://doi.org/10.1109/rasse64831.2025.11315397.
ieee: 'J.-P. Disselkamp, T. Seidenberg, J. Lick, and R. Dumitrescu, “24 Reasons
for the Failure of Integrative and Integrated Product and Production System Development
Methods,” 2025, doi: 10.1109/rasse64831.2025.11315397.'
mla: Disselkamp, Jan-Philipp, et al. “24 Reasons for the Failure of Integrative
and Integrated Product and Production System Development Methods.” 2025 IEEE
International Conference on Recent Advances in Systems Science and Engineering
(RASSE), IEEE, 2025, doi:10.1109/rasse64831.2025.11315397.
short: 'J.-P. Disselkamp, T. Seidenberg, J. Lick, R. Dumitrescu, in: 2025 IEEE International
Conference on Recent Advances in Systems Science and Engineering (RASSE), IEEE,
2025.'
date_created: 2026-02-19T08:54:26Z
date_updated: 2026-02-19T09:00:40Z
department:
- _id: '563'
doi: 10.1109/rasse64831.2025.11315397
language:
- iso: eng
publication: 2025 IEEE International Conference on Recent Advances in Systems Science
and Engineering (RASSE)
publication_status: published
publisher: IEEE
status: public
title: 24 Reasons for the Failure of Integrative and Integrated Product and Production
System Development Methods
type: conference
user_id: '15782'
year: '2025'
...
---
_id: '64222'
author:
- first_name: Patrick
full_name: Ködding, Patrick
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. Tailoring scenario projects with method
and tool building blocks. IEEE Engineering Management Review. Published
online 2025:1-9. doi:10.1109/emr.2025.3646110
apa: Ködding, P., Koldewey, C., & Dumitrescu, R. (2025). Tailoring scenario
projects with method and tool building blocks. IEEE Engineering Management
Review, 1–9. https://doi.org/10.1109/emr.2025.3646110
bibtex: '@article{Ködding_Koldewey_Dumitrescu_2025, title={Tailoring scenario projects
with method and tool building blocks}, DOI={10.1109/emr.2025.3646110},
journal={IEEE Engineering Management Review}, publisher={Institute of Electrical
and Electronics Engineers (IEEE)}, author={Ködding, Patrick and Koldewey, Christian
and Dumitrescu, Roman}, year={2025}, pages={1–9} }'
chicago: Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “Tailoring
Scenario Projects with Method and Tool Building Blocks.” IEEE Engineering Management
Review, 2025, 1–9. https://doi.org/10.1109/emr.2025.3646110.
ieee: 'P. Ködding, C. Koldewey, and R. Dumitrescu, “Tailoring scenario projects
with method and tool building blocks,” IEEE Engineering Management Review,
pp. 1–9, 2025, doi: 10.1109/emr.2025.3646110.'
mla: Ködding, Patrick, et al. “Tailoring Scenario Projects with Method and Tool
Building Blocks.” IEEE Engineering Management Review, Institute of Electrical
and Electronics Engineers (IEEE), 2025, pp. 1–9, doi:10.1109/emr.2025.3646110.
short: P. Ködding, C. Koldewey, R. Dumitrescu, IEEE Engineering Management Review
(2025) 1–9.
date_created: 2026-02-19T08:57:25Z
date_updated: 2026-02-19T09:00:33Z
department:
- _id: '563'
doi: 10.1109/emr.2025.3646110
language:
- iso: eng
page: 1-9
publication: IEEE Engineering Management Review
publication_identifier:
issn:
- 0360-8581
- 1937-4178
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Tailoring scenario projects with method and tool building blocks
type: journal_article
user_id: '15782'
year: '2025'
...
---
_id: '64229'
abstract:
- lang: eng
text: ABSTRACT:This paper presents the MBSE-Graph-RAG
framework to address key challenges in Model-Based Systems Engineering (MBSE).
Traditional MBSE tools suffer from usability barriers, limited accessibility,
and integration challenges. By combining knowledge graphs with Retrieval-Augmented
Generation (RAG), the proposed framework enables AI-Augmented engineering through
natural language interactions and automated system architecture generation. A
systematic literature review establishes a solid research foundation, identifying
gaps in AI-assisted MBSE. Key contributions include a structured MBSE-Graph interface,
improved usability via Large Language Models (LLMs), and automated graph construction
aligned with SysML. A proof-of-concept demonstrates the potential of this approach
to enhance MBSE by reducing complexity, improving data accessibility, and supporting
engineering collaboration.
author:
- first_name: Fabian
full_name: Hanke, Fabian
last_name: Hanke
- first_name: 'Isaac '
full_name: 'Mpidi Bita, Isaac '
last_name: Mpidi Bita
- first_name: 'Oliver '
full_name: 'von Heißen, Oliver '
last_name: von Heißen
- first_name: Julian
full_name: Weller, Julian
last_name: Weller
- first_name: Aschot
full_name: Hovemann, Aschot
last_name: Hovemann
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Hanke F, Mpidi Bita I, von Heißen O, Weller J, Hovemann A, Dumitrescu R. AI-augmented
systems engineering: conceptual application of retrieval-augmented generation
for model-based systems engineering graph. In: Proceedings of the Design Society.
Vol 5. Cambridge University Press (CUP); 2025:439-448. doi:10.1017/pds.2025.10058'
apa: 'Hanke, F., Mpidi Bita, I., von Heißen, O., Weller, J., Hovemann, A., &
Dumitrescu, R. (2025). AI-augmented systems engineering: conceptual application
of retrieval-augmented generation for model-based systems engineering graph. Proceedings
of the Design Society, 5, 439–448. https://doi.org/10.1017/pds.2025.10058'
bibtex: '@inproceedings{Hanke_Mpidi Bita_von Heißen_Weller_Hovemann_Dumitrescu_2025,
title={AI-augmented systems engineering: conceptual application of retrieval-augmented
generation for model-based systems engineering graph}, volume={5}, DOI={10.1017/pds.2025.10058},
booktitle={Proceedings of the Design Society}, publisher={Cambridge University
Press (CUP)}, author={Hanke, Fabian and Mpidi Bita, Isaac and von Heißen, Oliver and
Weller, Julian and Hovemann, Aschot and Dumitrescu, Roman}, year={2025}, pages={439–448}
}'
chicago: 'Hanke, Fabian, Isaac Mpidi Bita, Oliver von Heißen, Julian Weller, Aschot
Hovemann, and Roman Dumitrescu. “AI-Augmented Systems Engineering: Conceptual
Application of Retrieval-Augmented Generation for Model-Based Systems Engineering
Graph.” In Proceedings of the Design Society, 5:439–48. Cambridge University
Press (CUP), 2025. https://doi.org/10.1017/pds.2025.10058.'
ieee: 'F. Hanke, I. Mpidi Bita, O. von Heißen, J. Weller, A. Hovemann, and R. Dumitrescu,
“AI-augmented systems engineering: conceptual application of retrieval-augmented
generation for model-based systems engineering graph,” in Proceedings of the
Design Society, 2025, vol. 5, pp. 439–448, doi: 10.1017/pds.2025.10058.'
mla: 'Hanke, Fabian, et al. “AI-Augmented Systems Engineering: Conceptual Application
of Retrieval-Augmented Generation for Model-Based Systems Engineering Graph.”
Proceedings of the Design Society, vol. 5, Cambridge University Press (CUP),
2025, pp. 439–48, doi:10.1017/pds.2025.10058.'
short: 'F. Hanke, I. Mpidi Bita, O. von Heißen, J. Weller, A. Hovemann, R. Dumitrescu,
in: Proceedings of the Design Society, Cambridge University Press (CUP), 2025,
pp. 439–448.'
date_created: 2026-02-19T09:13:22Z
date_updated: 2026-02-19T09:15:00Z
department:
- _id: '563'
doi: 10.1017/pds.2025.10058
intvolume: ' 5'
language:
- iso: eng
page: 439-448
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: 'AI-augmented systems engineering: conceptual application of retrieval-augmented
generation for model-based systems engineering graph'
type: conference
user_id: '15782'
volume: 5
year: '2025'
...
---
_id: '64253'
abstract:
- lang: eng
text: This paper presents a comprehensive design framework for Enterprise
Architecture aimed at facilitating decision-driven analytics in smart factories.
The motivation behind this research lies in challenges faced by manufacturing
companies, such as skilled labor shortages and increasing global competition,
alongside the imperative for sustainable production. This journal provides a novel
approach for designing and documenting prescriptive analytics use cases in manufacturing
environments. The framework addresses the need for effective integration of advanced
data analytics and prescriptive analytics solutions within existing production
environments, thereby enhancing operational efficiency and decision-making processes.
A Design Science Research approach is used to iteratively derive a framework based
on stakeholder needs and activities along the prescriptive analytics use case
development cycle. The resulting framework is demonstrated and evaluated in an
IoT Factory setup in a research facility. From a practical perspective, the framework
supports manufacturing companies in systematically designing prescriptive analytics
use cases. From a research perspective, it contributes to the body of knowledge
on Enterprise Architecture Management (EAM) by operationalizing the design of
prescriptive analytics use cases in manufacturing contexts. The main contributions
of this study include the development of a framework that supports the planning,
design, and integration of prescriptive analytics use cases. This framework fosters
interdisciplinary collaboration and aids in managing the complexity of data-driven
projects.
article_number: '4271'
author:
- first_name: Julian
full_name: Weller, Julian
last_name: Weller
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Weller J, Dumitrescu R. Decision-Driven Analytics in Smart Factories: Enterprise
Architecture Framework for Use Case Specification and Engineering (FUSE). Electronics.
2025;14(21). doi:10.3390/electronics14214271'
apa: 'Weller, J., & Dumitrescu, R. (2025). Decision-Driven Analytics in Smart
Factories: Enterprise Architecture Framework for Use Case Specification and Engineering
(FUSE). Electronics, 14(21), Article 4271. https://doi.org/10.3390/electronics14214271'
bibtex: '@article{Weller_Dumitrescu_2025, title={Decision-Driven Analytics in Smart
Factories: Enterprise Architecture Framework for Use Case Specification and Engineering
(FUSE)}, volume={14}, DOI={10.3390/electronics14214271},
number={214271}, journal={Electronics}, publisher={MDPI AG}, author={Weller, Julian
and Dumitrescu, Roman}, year={2025} }'
chicago: 'Weller, Julian, and Roman Dumitrescu. “Decision-Driven Analytics in Smart
Factories: Enterprise Architecture Framework for Use Case Specification and Engineering
(FUSE).” Electronics 14, no. 21 (2025). https://doi.org/10.3390/electronics14214271.'
ieee: 'J. Weller and R. Dumitrescu, “Decision-Driven Analytics in Smart Factories:
Enterprise Architecture Framework for Use Case Specification and Engineering (FUSE),”
Electronics, vol. 14, no. 21, Art. no. 4271, 2025, doi: 10.3390/electronics14214271.'
mla: 'Weller, Julian, and Roman Dumitrescu. “Decision-Driven Analytics in Smart
Factories: Enterprise Architecture Framework for Use Case Specification and Engineering
(FUSE).” Electronics, vol. 14, no. 21, 4271, MDPI AG, 2025, doi:10.3390/electronics14214271.'
short: J. Weller, R. Dumitrescu, Electronics 14 (2025).
date_created: 2026-02-19T10:08:21Z
date_updated: 2026-02-19T10:08:54Z
department:
- _id: '563'
doi: 10.3390/electronics14214271
intvolume: ' 14'
issue: '21'
language:
- iso: eng
publication: Electronics
publication_identifier:
issn:
- 2079-9292
publication_status: published
publisher: MDPI AG
status: public
title: 'Decision-Driven Analytics in Smart Factories: Enterprise Architecture Framework
for Use Case Specification and Engineering (FUSE)'
type: journal_article
user_id: '15782'
volume: 14
year: '2025'
...