---
_id: '54738'
abstract:
- lang: eng
text: AbstractA volatile environment and an increasing
number of products along with a growing range of functions pose a challenge for
companies when it comes to further development. Existing methods are no longer
sufficient to cope with these challenges. In order to develop new methods, the
process and challenges in the advancement of product portfolios must be understood.
In this paper we conduct an interview study with ten experts to gain a better
understanding of the advancement of product portfolios. Triggers, changes and
actions are examined and goals and requirements for new methods are derived.
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Markus
full_name: Just, Markus
last_name: Just
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Carsten
full_name: Thümmel, Carsten
last_name: Thümmel
- first_name: Christoph
full_name: Kempf, Christoph
last_name: Kempf
- first_name: Christian
full_name: Koldewey, Christian
last_name: Koldewey
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: 'Schlegel M, Just M, Wiederkehr I, et al. Future-robust product portfolio development:
insights into the advancement of product portfolios in companies – an interview
study. In: Proceedings of the Design Society. Vol 4. Cambridge University
Press (CUP); 2024:745-754. doi:10.1017/pds.2024.77'
apa: 'Schlegel, M., Just, M., Wiederkehr, I., Thümmel, C., Kempf, C., Koldewey,
C., Dumitrescu, R., & Albers, A. (2024). Future-robust product portfolio development:
insights into the advancement of product portfolios in companies – an interview
study. Proceedings of the Design Society, 4, 745–754. https://doi.org/10.1017/pds.2024.77'
bibtex: '@inproceedings{Schlegel_Just_Wiederkehr_Thümmel_Kempf_Koldewey_Dumitrescu_Albers_2024,
title={Future-robust product portfolio development: insights into the advancement
of product portfolios in companies – an interview study}, volume={4}, DOI={10.1017/pds.2024.77}, booktitle={Proceedings
of the Design Society}, publisher={Cambridge University Press (CUP)}, author={Schlegel,
Michael and Just, Markus and Wiederkehr, Ingrid and Thümmel, Carsten and Kempf,
Christoph and Koldewey, Christian and Dumitrescu, Roman and Albers, Albert}, year={2024},
pages={745–754} }'
chicago: 'Schlegel, Michael, Markus Just, Ingrid Wiederkehr, Carsten Thümmel, Christoph
Kempf, Christian Koldewey, Roman Dumitrescu, and Albert Albers. “Future-Robust
Product Portfolio Development: Insights into the Advancement of Product Portfolios
in Companies – an Interview Study.” In Proceedings of the Design Society,
4:745–54. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.77.'
ieee: 'M. Schlegel et al., “Future-robust product portfolio development:
insights into the advancement of product portfolios in companies – an interview
study,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia,
2024, vol. 4, pp. 745–754, doi: 10.1017/pds.2024.77.'
mla: 'Schlegel, Michael, et al. “Future-Robust Product Portfolio Development: Insights
into the Advancement of Product Portfolios in Companies – an Interview Study.”
Proceedings of the Design Society, vol. 4, Cambridge University Press (CUP),
2024, pp. 745–54, doi:10.1017/pds.2024.77.'
short: 'M. Schlegel, M. Just, I. Wiederkehr, C. Thümmel, C. Kempf, C. Koldewey,
R. Dumitrescu, A. Albers, in: Proceedings of the Design Society, Cambridge University
Press (CUP), 2024, pp. 745–754.'
conference:
end_date: 2024-05-23
location: Cavtat, Dubrovnik, Croatia
name: The 18th International Design Conference (DESIGN 2024)
start_date: 2024-05-20
date_created: 2024-06-13T10:55:50Z
date_updated: 2024-06-13T11:38:07Z
department:
- _id: '563'
doi: 10.1017/pds.2024.77
intvolume: ' 4'
language:
- iso: eng
page: 745-754
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: 'Future-robust product portfolio development: insights into the advancement
of product portfolios in companies – an interview study'
type: conference
user_id: '15782'
volume: 4
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: '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: '58475'
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Markus
full_name: Just, Markus
last_name: Just
- first_name: Felix
full_name: Pfaff, Felix
last_name: Pfaff
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Christoph
full_name: Kempf, Christoph
last_name: Kempf
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: 'Schlegel M, Just M, Pfaff F, et al. Future Robust Product Portfolio Development:
Modelling Innovation Potentials in Product Portfolios. Procedia CIRP. 2024;128:555-560.
doi:10.1016/j.procir.2024.03.036'
apa: 'Schlegel, M., Just, M., Pfaff, F., Wiederkehr, I., Koldewey, C., Kempf, C.,
Dumitrescu, R., & Albers, A. (2024). Future Robust Product Portfolio Development:
Modelling Innovation Potentials in Product Portfolios. Procedia CIRP, 128,
555–560. https://doi.org/10.1016/j.procir.2024.03.036'
bibtex: '@article{Schlegel_Just_Pfaff_Wiederkehr_Koldewey_Kempf_Dumitrescu_Albers_2024,
title={Future Robust Product Portfolio Development: Modelling Innovation Potentials
in Product Portfolios}, volume={128}, DOI={10.1016/j.procir.2024.03.036},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Schlegel, Michael and
Just, Markus and Pfaff, Felix and Wiederkehr, Ingrid and Koldewey, Christian and
Kempf, Christoph and Dumitrescu, Roman and Albers, Albert}, year={2024}, pages={555–560}
}'
chicago: 'Schlegel, Michael, Markus Just, Felix Pfaff, Ingrid Wiederkehr, Christian
Koldewey, Christoph Kempf, Roman Dumitrescu, and Albert Albers. “Future Robust
Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios.”
Procedia CIRP 128 (2024): 555–60. https://doi.org/10.1016/j.procir.2024.03.036.'
ieee: 'M. Schlegel et al., “Future Robust Product Portfolio Development:
Modelling Innovation Potentials in Product Portfolios,” Procedia CIRP,
vol. 128, pp. 555–560, 2024, doi: 10.1016/j.procir.2024.03.036.'
mla: 'Schlegel, Michael, et al. “Future Robust Product Portfolio Development: Modelling
Innovation Potentials in Product Portfolios.” Procedia CIRP, vol. 128,
Elsevier BV, 2024, pp. 555–60, doi:10.1016/j.procir.2024.03.036.'
short: M. Schlegel, M. Just, F. Pfaff, I. Wiederkehr, C. Koldewey, C. Kempf, R.
Dumitrescu, A. Albers, Procedia CIRP 128 (2024) 555–560.
date_created: 2025-01-31T14:27:43Z
date_updated: 2025-01-31T14:28:08Z
department:
- _id: '563'
doi: 10.1016/j.procir.2024.03.036
intvolume: ' 128'
language:
- iso: eng
page: 555-560
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Future Robust Product Portfolio Development: Modelling Innovation Potentials
in Product Portfolios'
type: journal_article
user_id: '15782'
volume: 128
year: '2024'
...
---
_id: '58470'
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Moritz
full_name: Müller, Moritz
last_name: Müller
- first_name: Christoph
full_name: Kempf, Christoph
last_name: Kempf
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Schlegel M, Müller M, Kempf C, et al. How to Derive Innovation Potentials
Advancing the Product Portfolio? In: The International Society for Professional
Innovation Management (ISPIM). ; 2024:1-18.'
apa: Schlegel, M., Müller, M., Kempf, C., Albers, A., Wiederkehr, I., Koldewey,
C., & Dumitrescu, R. (2024). How to Derive Innovation Potentials Advancing
the Product Portfolio? The International Society for Professional Innovation
Management (ISPIM), 1–18.
bibtex: '@inproceedings{Schlegel_Müller_Kempf_Albers_Wiederkehr_Koldewey_Dumitrescu_2024,
title={How to Derive Innovation Potentials Advancing the Product Portfolio?},
booktitle={The International Society for Professional Innovation Management (ISPIM)},
author={Schlegel, Michael and Müller, Moritz and Kempf, Christoph and Albers,
Albert and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman},
year={2024}, pages={1–18} }'
chicago: Schlegel, Michael, Moritz Müller, Christoph Kempf, Albert Albers, Ingrid
Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “How to Derive Innovation
Potentials Advancing the Product Portfolio?” In The International Society for
Professional Innovation Management (ISPIM), 1–18, 2024.
ieee: M. Schlegel et al., “How to Derive Innovation Potentials Advancing
the Product Portfolio?,” in The International Society for Professional Innovation
Management (ISPIM), Manchester , 2024, pp. 1–18.
mla: Schlegel, Michael, et al. “How to Derive Innovation Potentials Advancing the
Product Portfolio?” The International Society for Professional Innovation Management
(ISPIM), 2024, pp. 1–18.
short: 'M. Schlegel, M. Müller, C. Kempf, A. Albers, I. Wiederkehr, C. Koldewey,
R. Dumitrescu, in: The International Society for Professional Innovation Management
(ISPIM), 2024, pp. 1–18.'
conference:
end_date: 2024-06-18
location: 'Manchester '
name: ISPIM Innovation Symposium
start_date: 2024-06-01
date_created: 2025-01-31T13:31:10Z
date_updated: 2025-01-31T13:31:13Z
department:
- _id: '563'
language:
- iso: eng
page: 1-18
publication: The International Society for Professional Innovation Management (ISPIM)
status: public
title: How to Derive Innovation Potentials Advancing the Product Portfolio?
type: conference
user_id: '15782'
year: '2024'
...
---
_id: '58480'
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Emily
full_name: Pommerer, Emily
last_name: Pommerer
- first_name: Christoph
full_name: Kempf, Christoph
last_name: Kempf
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: 'Schlegel M, Pommerer E, Kempf C, et al. Developing a Process Model for Future-Robust
Advancement of Product Portfolios. In: Proceedings of NordDesign 2024.
The Design Society; 2024. doi:10.35199/norddesign2024.49'
apa: Schlegel, M., Pommerer, E., Kempf, C., Wiederkehr, I., Koldewey, C., Dumitrescu,
R., & Albers, A. (2024). Developing a Process Model for Future-Robust Advancement
of Product Portfolios. Proceedings of NordDesign 2024. https://doi.org/10.35199/norddesign2024.49
bibtex: '@inproceedings{Schlegel_Pommerer_Kempf_Wiederkehr_Koldewey_Dumitrescu_Albers_2024,
title={Developing a Process Model for Future-Robust Advancement of Product Portfolios},
DOI={10.35199/norddesign2024.49},
booktitle={Proceedings of NordDesign 2024}, publisher={The Design Society}, author={Schlegel,
Michael and Pommerer, Emily and Kempf, Christoph and Wiederkehr, Ingrid and Koldewey,
Christian and Dumitrescu, Roman and Albers, Albert}, year={2024} }'
chicago: Schlegel, Michael, Emily Pommerer, Christoph Kempf, Ingrid Wiederkehr,
Christian Koldewey, Roman Dumitrescu, and Albert Albers. “Developing a Process
Model for Future-Robust Advancement of Product Portfolios.” In Proceedings
of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.49.
ieee: 'M. Schlegel et al., “Developing a Process Model for Future-Robust
Advancement of Product Portfolios,” 2024, doi: 10.35199/norddesign2024.49.'
mla: Schlegel, Michael, et al. “Developing a Process Model for Future-Robust Advancement
of Product Portfolios.” Proceedings of NordDesign 2024, The Design Society,
2024, doi:10.35199/norddesign2024.49.
short: 'M. Schlegel, E. Pommerer, C. Kempf, I. Wiederkehr, C. Koldewey, R. Dumitrescu,
A. Albers, in: Proceedings of NordDesign 2024, The Design Society, 2024.'
date_created: 2025-01-31T14:34:55Z
date_updated: 2025-01-31T14:35:15Z
department:
- _id: '563'
doi: 10.35199/norddesign2024.49
language:
- iso: eng
publication: Proceedings of NordDesign 2024
publication_status: published
publisher: The Design Society
status: public
title: Developing a Process Model for Future-Robust Advancement of Product Portfolios
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'
...
---
_id: '58449'
author:
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Denis
full_name: Tissen, Denis
id: '44458'
last_name: Tissen
- 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: 'Wiederkehr I, Tissen D, Koldewey C, Dumitrescu R. Sustinnovate or perish:
Principles for sustainable innovation. In: Kin-Tak Lam AD, Prior SD, Shen S-T,
Young S-J, Ji L-W, eds. System Innovation for an Artificial Intelligence Era.
CRC Press; 2024.'
apa: 'Wiederkehr, I., Tissen, D., Koldewey, C., & Dumitrescu, R. (2024). Sustinnovate
or perish: Principles for sustainable innovation. 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. CRC Press.'
bibtex: '@inbook{Wiederkehr_Tissen_Koldewey_Dumitrescu_2024, place={London}, title={Sustinnovate
or perish: Principles for sustainable innovation}, booktitle={System Innovation
for an Artificial Intelligence Era}, publisher={CRC Press}, author={Wiederkehr,
Ingrid and Tissen, Denis 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: 'Wiederkehr, Ingrid, Denis Tissen, Christian Koldewey, and Roman Dumitrescu.
“Sustinnovate or Perish: Principles for Sustainable Innovation.” 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. London:
CRC Press, 2024.'
ieee: 'I. Wiederkehr, D. Tissen, C. Koldewey, and R. Dumitrescu, “Sustinnovate or
perish: Principles for sustainable innovation,” in System Innovation for an
Artificial Intelligence Era, A. D. Kin-Tak Lam, S. D. Prior, S.-T. Shen, S.-J.
Young, and L.-W. Ji, Eds. London: CRC Press, 2024.'
mla: 'Wiederkehr, Ingrid, et al. “Sustinnovate or Perish: Principles for Sustainable
Innovation.” System Innovation for an Artificial Intelligence Era, edited
by Artde Donald Kin-Tak Lam et al., CRC Press, 2024.'
short: 'I. Wiederkehr, D. Tissen, 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, CRC Press, London, 2024.'
date_created: 2025-01-30T14:55:04Z
date_updated: 2025-06-10T10:21:48Z
department:
- _id: '563'
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
publication_identifier:
isbn:
- '9781003514831'
publisher: CRC Press
status: public
title: 'Sustinnovate or perish: Principles for sustainable innovation'
type: book_chapter
user_id: '15782'
year: '2024'
...
---
_id: '54567'
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Simon
full_name: Rapp, Simon
last_name: Rapp
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Schlegel M, Wiederkehr I, Rapp S, Koldewey C, Albers A, Dumitrescu R. Future-robust
evolution of product portfolios: Need for action from theory and practice. Procedia
CIRP. 2023;120:792-797. doi:10.1016/j.procir.2023.09.077'
apa: 'Schlegel, M., Wiederkehr, I., Rapp, S., Koldewey, C., Albers, A., & Dumitrescu,
R. (2023). Future-robust evolution of product portfolios: Need for action from
theory and practice. Procedia CIRP, 120, 792–797. https://doi.org/10.1016/j.procir.2023.09.077'
bibtex: '@article{Schlegel_Wiederkehr_Rapp_Koldewey_Albers_Dumitrescu_2023, title={Future-robust
evolution of product portfolios: Need for action from theory and practice}, volume={120},
DOI={10.1016/j.procir.2023.09.077},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Schlegel, Michael and
Wiederkehr, Ingrid and Rapp, Simon and Koldewey, Christian and Albers, Albert
and Dumitrescu, Roman}, year={2023}, pages={792–797} }'
chicago: 'Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey,
Albert Albers, and Roman Dumitrescu. “Future-Robust Evolution of Product Portfolios:
Need for Action from Theory and Practice.” Procedia CIRP 120 (2023): 792–97.
https://doi.org/10.1016/j.procir.2023.09.077.'
ieee: 'M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu,
“Future-robust evolution of product portfolios: Need for action from theory and
practice,” Procedia CIRP, vol. 120, pp. 792–797, 2023, doi: 10.1016/j.procir.2023.09.077.'
mla: 'Schlegel, Michael, et al. “Future-Robust Evolution of Product Portfolios:
Need for Action from Theory and Practice.” Procedia CIRP, vol. 120, Elsevier
BV, 2023, pp. 792–97, doi:10.1016/j.procir.2023.09.077.'
short: M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu,
Procedia CIRP 120 (2023) 792–797.
conference:
end_date: 2023-10-26
location: Kapstadt
name: 56th CIRP International Conference on Manufacturing Systems 2023
start_date: 2023-10-24
date_created: 2024-06-04T07:58:32Z
date_updated: 2024-06-04T08:00:05Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.09.077
intvolume: ' 120'
language:
- iso: eng
page: 792-797
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Future-robust evolution of product portfolios: Need for action from theory
and practice'
type: journal_article
user_id: '102490'
volume: 120
year: '2023'
...
---
_id: '54565'
author:
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Simon
full_name: Rapp, Simon
last_name: Rapp
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: Wiederkehr I, Schlegel M, Koldewey C, Rapp S, Dumitrescu R, Albers A. Interacting
Forces for a Resilient, Future-robust Evolution of Product Portfolios. Procedia
CIRP. 2023;120:816-821. doi:10.1016/j.procir.2023.09.081
apa: Wiederkehr, I., Schlegel, M., Koldewey, C., Rapp, S., Dumitrescu, R., &
Albers, A. (2023). Interacting Forces for a Resilient, Future-robust Evolution
of Product Portfolios. Procedia CIRP, 120, 816–821. https://doi.org/10.1016/j.procir.2023.09.081
bibtex: '@article{Wiederkehr_Schlegel_Koldewey_Rapp_Dumitrescu_Albers_2023, title={Interacting
Forces for a Resilient, Future-robust Evolution of Product Portfolios}, volume={120},
DOI={10.1016/j.procir.2023.09.081},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Wiederkehr, Ingrid and
Schlegel, Michael and Koldewey, Christian and Rapp, Simon and Dumitrescu, Roman
and Albers, Albert}, year={2023}, pages={816–821} }'
chicago: 'Wiederkehr, Ingrid, Michael Schlegel, Christian Koldewey, Simon Rapp,
Roman Dumitrescu, and Albert Albers. “Interacting Forces for a Resilient, Future-Robust
Evolution of Product Portfolios.” Procedia CIRP 120 (2023): 816–21. https://doi.org/10.1016/j.procir.2023.09.081.'
ieee: 'I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, and A. Albers,
“Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios,”
Procedia CIRP, vol. 120, pp. 816–821, 2023, doi: 10.1016/j.procir.2023.09.081.'
mla: Wiederkehr, Ingrid, et al. “Interacting Forces for a Resilient, Future-Robust
Evolution of Product Portfolios.” Procedia CIRP, vol. 120, Elsevier BV,
2023, pp. 816–21, doi:10.1016/j.procir.2023.09.081.
short: I. Wiederkehr, M. Schlegel, C. Koldewey, S. Rapp, R. Dumitrescu, A. Albers,
Procedia CIRP 120 (2023) 816–821.
conference:
end_date: 2023-10-26
location: Kapstadt
name: 56th CIRP International Conference on Manufacturing Systems 2023
start_date: 2023-10-24
date_created: 2024-06-04T07:46:58Z
date_updated: 2024-06-04T08:00:14Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.09.081
intvolume: ' 120'
language:
- iso: eng
page: 816-821
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Interacting Forces for a Resilient, Future-robust Evolution of Product Portfolios
type: journal_article
user_id: '102490'
volume: 120
year: '2023'
...
---
_id: '54569'
author:
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: 'Albert '
full_name: 'Albers, Albert '
last_name: Albers
citation:
ama: 'Wiederkehr I, Koldewey C, Dumitrescu R, Schlegel M, Albers A. Bridging the
Gap between Product Innovation and Product Planning: A literature-based Conceptual
Investigation. In: ; 2023.'
apa: 'Wiederkehr, I., Koldewey, C., Dumitrescu, R., Schlegel, M., & Albers,
A. (2023). Bridging the Gap between Product Innovation and Product Planning:
A literature-based Conceptual Investigation. XXXIV ISPIM Innovation Conference,
Ljubljana.'
bibtex: '@inproceedings{Wiederkehr_Koldewey_Dumitrescu_Schlegel_Albers_2023, title={Bridging
the Gap between Product Innovation and Product Planning: A literature-based Conceptual
Investigation}, author={Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu,
Roman and Schlegel, Michael and Albers, Albert }, year={2023} }'
chicago: 'Wiederkehr, Ingrid, Christian Koldewey, Roman Dumitrescu, Michael Schlegel,
and Albert Albers. “Bridging the Gap between Product Innovation and Product Planning:
A Literature-Based Conceptual Investigation,” 2023.'
ieee: 'I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, and A. Albers, “Bridging
the Gap between Product Innovation and Product Planning: A literature-based Conceptual
Investigation,” presented at the XXXIV ISPIM Innovation Conference, Ljubljana,
2023.'
mla: 'Wiederkehr, Ingrid, et al. Bridging the Gap between Product Innovation
and Product Planning: A Literature-Based Conceptual Investigation. 2023.'
short: 'I. Wiederkehr, C. Koldewey, R. Dumitrescu, M. Schlegel, A. Albers, in: 2023.'
conference:
end_date: 2023-06-07
location: Ljubljana
name: ' XXXIV ISPIM Innovation Conference'
start_date: 2023-06-04
date_created: 2024-06-04T08:32:32Z
date_updated: 2024-06-04T08:32:40Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: 'Bridging the Gap between Product Innovation and Product Planning: A literature-based
Conceptual Investigation'
type: conference
user_id: '102490'
year: '2023'
...
---
_id: '54571'
author:
- first_name: Michael
full_name: Schlegel, Michael
last_name: Schlegel
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Simon
full_name: Rapp, Simon
last_name: Rapp
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Schlegel M, Wiederkehr I, Rapp S, Koldewey C, Albers A, Dumitrescu R. Ontology
for Future-robust Product Portfolio Evolution: A Basis for the Development of
Models and Methods. In: Liu A, Kara S, eds. Procedia CIRP. Vol 119. Elsevier
BV; 2023:764-769. doi:10.1016/j.procir.2023.01.017'
apa: 'Schlegel, M., Wiederkehr, I., Rapp, S., Koldewey, C., Albers, A., & Dumitrescu,
R. (2023). Ontology for Future-robust Product Portfolio Evolution: A Basis for
the Development of Models and Methods. In A. Liu & S. Kara (Eds.), Procedia
CIRP (Vol. 119, pp. 764–769). Elsevier BV. https://doi.org/10.1016/j.procir.2023.01.017'
bibtex: '@inproceedings{Schlegel_Wiederkehr_Rapp_Koldewey_Albers_Dumitrescu_2023,
title={Ontology for Future-robust Product Portfolio Evolution: A Basis for the
Development of Models and Methods}, volume={119}, DOI={10.1016/j.procir.2023.01.017},
booktitle={Procedia CIRP}, publisher={Elsevier BV}, author={Schlegel, Michael
and Wiederkehr, Ingrid and Rapp, Simon and Koldewey, Christian and Albers, Albert
and Dumitrescu, Roman}, editor={Liu, Ang and Kara, Sami}, year={2023}, pages={764–769}
}'
chicago: 'Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey,
Albert Albers, and Roman Dumitrescu. “Ontology for Future-Robust Product Portfolio
Evolution: A Basis for the Development of Models and Methods.” In Procedia
CIRP, edited by Ang Liu and Sami Kara, 119:764–69. Elsevier BV, 2023. https://doi.org/10.1016/j.procir.2023.01.017.'
ieee: 'M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, and R. Dumitrescu,
“Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development
of Models and Methods,” in Procedia CIRP, Sydney, 2023, vol. 119, pp. 764–769,
doi: 10.1016/j.procir.2023.01.017.'
mla: 'Schlegel, Michael, et al. “Ontology for Future-Robust Product Portfolio Evolution:
A Basis for the Development of Models and Methods.” Procedia CIRP, edited
by Ang Liu and Sami Kara, vol. 119, Elsevier BV, 2023, pp. 764–69, doi:10.1016/j.procir.2023.01.017.'
short: 'M. Schlegel, I. Wiederkehr, S. Rapp, C. Koldewey, A. Albers, R. Dumitrescu,
in: A. Liu, S. Kara (Eds.), Procedia CIRP, Elsevier BV, 2023, pp. 764–769.'
conference:
end_date: 2023-05-19
location: Sydney
name: The 33rd CIRP Design Conference
start_date: 2023-05-17
date_created: 2024-06-04T08:36:39Z
date_updated: 2024-06-04T08:40:44Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.01.017
editor:
- first_name: 'Ang '
full_name: 'Liu, Ang '
last_name: Liu
- first_name: Sami
full_name: Kara, Sami
last_name: Kara
intvolume: ' 119'
language:
- iso: eng
page: 764-769
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Ontology for Future-robust Product Portfolio Evolution: A Basis for the Development
of Models and Methods'
type: conference
user_id: '102490'
volume: 119
year: '2023'
...
---
_id: '29380'
abstract:
- lang: eng
text: Cyber-physical systems generate and collect huge amounts of usage data during
operation. Analyzing these data may enable manufacturing companies to identify
weaknesses and learn about the users of their products. Such insights are valuable
in the early phases of product development like product planning, as they facilitate
decision-making for product improvement. The analysis and exploitation of usage
data in product planning, however, is a new task for manufacturing companies.
To reduce mistakes and improve the results, companies should build upon a suitable
reference process model. Unfortunately, established models for analyzing data
cannot be easily applied for product planning. In this paper, we propose a reference
process model for usage data-driven product planning. It builds on three well-established
models for analyzing data and addresses the unique characteristics of usage data-driven
product planning. Finally, we customize the model for a manufacturing company
and demonstrate how it could be implemented in practice.
author:
- first_name: Maurice
full_name: Meyer, Maurice
id: '77201'
last_name: Meyer
orcid: 0000-0003-0606-7321
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Melina
full_name: Panzner, Melina
id: '72658'
last_name: Panzner
- 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: 'Meyer M, Wiederkehr I, Panzner M, Koldewey C, Dumitrescu R. A Reference Process
Model for Usage Data-Driven Product Planning. In: Proceedings of the 55th Hawaii
International Conference on System Sciences. ; 2022:6105-6114.'
apa: Meyer, M., Wiederkehr, I., Panzner, M., Koldewey, C., & Dumitrescu, R.
(2022). A Reference Process Model for Usage Data-Driven Product Planning. Proceedings
of the 55th Hawaii International Conference on System Sciences, 6105–6114.
bibtex: '@inproceedings{Meyer_Wiederkehr_Panzner_Koldewey_Dumitrescu_2022, title={A
Reference Process Model for Usage Data-Driven Product Planning}, booktitle={Proceedings
of the 55th Hawaii International Conference on System Sciences}, author={Meyer,
Maurice and Wiederkehr, Ingrid and Panzner, Melina and Koldewey, Christian and
Dumitrescu, Roman}, year={2022}, pages={6105–6114} }'
chicago: Meyer, Maurice, Ingrid Wiederkehr, Melina Panzner, Christian Koldewey,
and Roman Dumitrescu. “A Reference Process Model for Usage Data-Driven Product
Planning.” In Proceedings of the 55th Hawaii International Conference on System
Sciences, 6105–14, 2022.
ieee: M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, and R. Dumitrescu, “A Reference
Process Model for Usage Data-Driven Product Planning,” in Proceedings of the
55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114.
mla: Meyer, Maurice, et al. “A Reference Process Model for Usage Data-Driven Product
Planning.” Proceedings of the 55th Hawaii International Conference on System
Sciences, 2022, pp. 6105–14.
short: 'M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, R. Dumitrescu, in: Proceedings
of the 55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114.'
conference:
name: 55th Hawaii International Conference on System Sciences
date_created: 2022-01-18T07:53:00Z
date_updated: 2022-02-21T10:40:35Z
department:
- _id: '563'
language:
- iso: eng
page: 6105-6114
publication: Proceedings of the 55th Hawaii International Conference on System Sciences
publication_status: published
status: public
title: A Reference Process Model for Usage Data-Driven Product Planning
type: conference
user_id: '77201'
year: '2022'
...
---
_id: '33705'
abstract:
- lang: eng
text: AbstractThe ongoing digitalization of products
offers product managers new potentials to plan future product generations based
on data from the use phase instead of assumptions. However, product managers often
face difficulties in identifying promising opportunities for analyzing use phase
data. In this paper, we propose a method for planning the analysis of use phase
data in product planning. It leads product managers from the identification of
promising investigation needs to the derivation of specific use cases. The application
of the method is shown using the example of a manufacturing company.
author:
- first_name: Maurice
full_name: Meyer, Maurice
id: '77201'
last_name: Meyer
orcid: 0000-0003-0606-7321
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Meyer M, Wiederkehr I, Koldewey C, Dumitrescu R. Planning the Analysis of Use
Phase Data in Product Planning. Proceedings of the Design Society. 2022;2:753-762.
doi:10.1017/pds.2022.77
apa: Meyer, M., Wiederkehr, I., Koldewey, C., & Dumitrescu, R. (2022). Planning
the Analysis of Use Phase Data in Product Planning. Proceedings of the Design
Society, 2, 753–762. https://doi.org/10.1017/pds.2022.77
bibtex: '@article{Meyer_Wiederkehr_Koldewey_Dumitrescu_2022, title={Planning the
Analysis of Use Phase Data in Product Planning}, volume={2}, DOI={10.1017/pds.2022.77},
journal={Proceedings of the Design Society}, publisher={Cambridge University Press
(CUP)}, author={Meyer, Maurice and Wiederkehr, Ingrid and Koldewey, Christian
and Dumitrescu, Roman}, year={2022}, pages={753–762} }'
chicago: 'Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu.
“Planning the Analysis of Use Phase Data in Product Planning.” Proceedings
of the Design Society 2 (2022): 753–62. https://doi.org/10.1017/pds.2022.77.'
ieee: 'M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis
of Use Phase Data in Product Planning,” Proceedings of the Design Society,
vol. 2, pp. 753–762, 2022, doi: 10.1017/pds.2022.77.'
mla: Meyer, Maurice, et al. “Planning the Analysis of Use Phase Data in Product
Planning.” Proceedings of the Design Society, vol. 2, Cambridge University
Press (CUP), 2022, pp. 753–62, doi:10.1017/pds.2022.77.
short: M. Meyer, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Proceedings of the Design
Society 2 (2022) 753–762.
date_created: 2022-10-13T07:46:43Z
date_updated: 2022-10-13T07:52:40Z
department:
- _id: '563'
doi: 10.1017/pds.2022.77
intvolume: ' 2'
language:
- iso: eng
page: 753-762
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
status: public
title: Planning the Analysis of Use Phase Data in Product Planning
type: journal_article
user_id: '77201'
volume: 2
year: '2022'
...
---
_id: '26839'
author:
- first_name: Jörn Steffen
full_name: Menzefricke, Jörn Steffen
id: '29799'
last_name: Menzefricke
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Menzefricke JS, Wiederkehr I, Koldewey C, Dumitrescu R. Socio-technical risk
management in the age of digital transformation – identification and analysis
of existing approaches. In: Procedia CIRP. Vol 100. ; 2021:708-713.'
apa: Menzefricke, J. S., Wiederkehr, I., Koldewey, C., & Dumitrescu, R. (2021).
Socio-technical risk management in the age of digital transformation – identification
and analysis of existing approaches. Procedia CIRP, 100, 708–713.
bibtex: '@inproceedings{Menzefricke_Wiederkehr_Koldewey_Dumitrescu_2021, title={Socio-technical
risk management in the age of digital transformation – identification and analysis
of existing approaches}, volume={100}, booktitle={Procedia CIRP}, author={Menzefricke,
Jörn Steffen and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman},
year={2021}, pages={708–713} }'
chicago: Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and Roman
Dumitrescu. “Socio-Technical Risk Management in the Age of Digital Transformation
– Identification and Analysis of Existing Approaches.” In Procedia CIRP,
100:708–13, 2021.
ieee: J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Socio-technical
risk management in the age of digital transformation – identification and analysis
of existing approaches,” in Procedia CIRP, 2021, vol. 100, pp. 708–713.
mla: Menzefricke, Jörn Steffen, et al. “Socio-Technical Risk Management in the Age
of Digital Transformation – Identification and Analysis of Existing Approaches.”
Procedia CIRP, vol. 100, 2021, pp. 708–13.
short: 'J.S. Menzefricke, I. Wiederkehr, C. Koldewey, R. Dumitrescu, in: Procedia
CIRP, 2021, pp. 708–713.'
conference:
end_date: 2021-05-21
name: 31st CIRP Design Conference
start_date: 2021-05-19
date_created: 2021-10-25T12:35:16Z
date_updated: 2022-01-06T06:57:29Z
department:
- _id: '563'
language:
- iso: eng
page: 708-713
publication: Procedia CIRP
publication_status: published
status: public
title: Socio-technical risk management in the age of digital transformation – identification
and analysis of existing approaches
type: conference
user_id: '15782'
volume: vol. 100
year: '2021'
...
---
_id: '26855'
abstract:
- lang: eng
text: AbstractCyber-physical systems (CPS) are
able the collect huge amounts of data about themselves, their users, and their
environment during their usage phase. By feeding these usage data back into product
planning, manufacturers can optimize their engineering and decision-making processes.
Despite promising potentials, most manufacturers still do not analyze usage data
within product planning. Also, research on usage data-driven product planning
is scarce. Therefore, this paper aims to identify the main concepts, advantages,
success factors and challenges of usage data-driven product planning. To answer
the corresponding research questions, a comprehensive systematic literature review
is conducted. From its results, a detailed description of usage data-driven product
planning consisting of six main concepts is derived. Furthermore, taxonomies for
the advantages, success factors and challenges of usage data-driven product planning
are presented. The six main concepts and the three taxonomies allow for a deeper
understanding of the topic while highlighting necessary future actions and research
needs.
author:
- first_name: Maurice
full_name: Meyer, Maurice
id: '77201'
last_name: Meyer
orcid: 0000-0003-0606-7321
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Meyer M, Wiederkehr I, Koldewey C, Dumitrescu R. UNDERSTANDING USAGE DATA-DRIVEN
PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW. Proceedings of the Design
Society. Published online 2021:3289-3298. doi:10.1017/pds.2021.590'
apa: 'Meyer, M., Wiederkehr, I., Koldewey, C., & Dumitrescu, R. (2021). UNDERSTANDING
USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW. Proceedings
of the Design Society, 3289–3298. https://doi.org/10.1017/pds.2021.590'
bibtex: '@article{Meyer_Wiederkehr_Koldewey_Dumitrescu_2021, title={UNDERSTANDING
USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW}, DOI={10.1017/pds.2021.590},
journal={Proceedings of the Design Society}, author={Meyer, Maurice and Wiederkehr,
Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2021}, pages={3289–3298}
}'
chicago: 'Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu.
“UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW.”
Proceedings of the Design Society, 2021, 3289–98. https://doi.org/10.1017/pds.2021.590.'
ieee: 'M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “UNDERSTANDING USAGE
DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW,” Proceedings
of the Design Society, pp. 3289–3298, 2021, doi: 10.1017/pds.2021.590.'
mla: 'Meyer, Maurice, et al. “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING:
A SYSTEMATIC LITERATURE REVIEW.” Proceedings of the Design Society, 2021,
pp. 3289–98, doi:10.1017/pds.2021.590.'
short: M. Meyer, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Proceedings of the Design
Society (2021) 3289–3298.
date_created: 2021-10-25T14:43:11Z
date_updated: 2022-01-06T06:57:29Z
department:
- _id: '563'
doi: 10.1017/pds.2021.590
language:
- iso: eng
page: 3289-3298
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
status: public
title: 'UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE
REVIEW'
type: journal_article
user_id: '43136'
year: '2021'
...
---
_id: '37404'
author:
- first_name: Jörn Steffen
full_name: Menzefricke, Jörn Steffen
id: '29799'
last_name: Menzefricke
- first_name: Ingrid
full_name: Wiederkehr, Ingrid
id: '38169'
last_name: Wiederkehr
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Menzefricke JS, Wiederkehr I, Koldewey C, Dumitrescu R. Maturity-based Development
of Strategic Thrusts for Socio-technical Risks. Procedia CIRP. 2021;104:241-246.
doi:10.1016/j.procir.2021.11.041
apa: Menzefricke, J. S., Wiederkehr, I., Koldewey, C., & Dumitrescu, R. (2021).
Maturity-based Development of Strategic Thrusts for Socio-technical Risks. Procedia
CIRP, 104, 241–246. https://doi.org/10.1016/j.procir.2021.11.041
bibtex: '@article{Menzefricke_Wiederkehr_Koldewey_Dumitrescu_2021, title={Maturity-based
Development of Strategic Thrusts for Socio-technical Risks}, volume={104}, DOI={10.1016/j.procir.2021.11.041},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Menzefricke, Jörn Steffen
and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman}, year={2021},
pages={241–246} }'
chicago: 'Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and
Roman Dumitrescu. “Maturity-Based Development of Strategic Thrusts for Socio-Technical
Risks.” Procedia CIRP 104 (2021): 241–46. https://doi.org/10.1016/j.procir.2021.11.041.'
ieee: 'J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Maturity-based
Development of Strategic Thrusts for Socio-technical Risks,” Procedia CIRP,
vol. 104, pp. 241–246, 2021, doi: 10.1016/j.procir.2021.11.041.'
mla: Menzefricke, Jörn Steffen, et al. “Maturity-Based Development of Strategic
Thrusts for Socio-Technical Risks.” Procedia CIRP, vol. 104, Elsevier BV,
2021, pp. 241–46, doi:10.1016/j.procir.2021.11.041.
short: J.S. Menzefricke, I. Wiederkehr, C. Koldewey, R. Dumitrescu, Procedia CIRP
104 (2021) 241–246.
date_created: 2023-01-18T13:29:31Z
date_updated: 2023-01-18T13:32:38Z
department:
- _id: '563'
doi: 10.1016/j.procir.2021.11.041
intvolume: ' 104'
keyword:
- General Medicine
language:
- iso: eng
page: 241-246
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Maturity-based Development of Strategic Thrusts for Socio-technical Risks
type: journal_article
user_id: '14931'
volume: 104
year: '2021'
...