---
_id: '45661'
abstract:
- lang: eng
text: "Effect chain modelling is a method for creating information\r\nmodels for
impact analyses of changes in system elements. For\r\nthe estimation of change
propagation, dependencies between\r\nrequirements must be detected. The high number
of require-\r\nment dependencies in the engineering of complex technical\r\nsystems
results in the need for automation. In a study, it was\r\nshown that transformer
models (BERT) are suitable for the\r\nautomated dependency analysis of requirements.
However,\r\nthere are currently deficits in the applicability of the models\r\nfor
different projects without an extensive and heterogeneous\r\ntraining database.
This paper investigates how active learning\r\ncan be used to train BERT models
(active-BERT) in order to\r\nincrease the performance of the models for classifying
requi-\r\nrement dependencies of projects with heterogeneous require-\r\nments.
The results show that the performance of the models\r\nincreases significantly
through active learning. Through active-\r\nBERT, engineers are enabled to model
effect chains efficiently\r\nand to handle requirement changes effectively."
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
citation:
ama: 'Gräßler I, Preuß D. Automatisierte Abhängigkeitsanalyse von Anforderungen
zur Wirkkettenmodellierung. In: Hölzle K, Kreimeyer M, Roth D, Maier T, Riedel
O, eds. Stuttgarter Symposium Für Produktentwicklung SSP 2023. Fraunhofer
IAO; 2023.'
apa: Gräßler, I., & Preuß, D. (2023). Automatisierte Abhängigkeitsanalyse von
Anforderungen zur Wirkkettenmodellierung. In K. Hölzle, M. Kreimeyer, D. Roth,
T. Maier, & O. Riedel (Eds.), Stuttgarter Symposium für Produktentwicklung
SSP 2023. Fraunhofer IAO.
bibtex: '@inproceedings{Gräßler_Preuß_2023, place={Stuttgart}, title={Automatisierte
Abhängigkeitsanalyse von Anforderungen zur Wirkkettenmodellierung}, booktitle={Stuttgarter
Symposium für Produktentwicklung SSP 2023}, publisher={Fraunhofer IAO}, author={Gräßler,
Iris and Preuß, Daniel}, editor={Hölzle, Katharina and Kreimeyer, Matthias and
Roth, Daniel and Maier, Thomas and Riedel, Oliver}, year={2023} }'
chicago: 'Gräßler, Iris, and Daniel Preuß. “Automatisierte Abhängigkeitsanalyse
von Anforderungen Zur Wirkkettenmodellierung.” In Stuttgarter Symposium Für
Produktentwicklung SSP 2023, edited by Katharina Hölzle, Matthias Kreimeyer,
Daniel Roth, Thomas Maier, and Oliver Riedel. Stuttgart: Fraunhofer IAO, 2023.'
ieee: I. Gräßler and D. Preuß, “Automatisierte Abhängigkeitsanalyse von Anforderungen
zur Wirkkettenmodellierung,” in Stuttgarter Symposium für Produktentwicklung
SSP 2023, Stuttgart, 2023.
mla: Gräßler, Iris, and Daniel Preuß. “Automatisierte Abhängigkeitsanalyse von Anforderungen
Zur Wirkkettenmodellierung.” Stuttgarter Symposium Für Produktentwicklung SSP
2023, edited by Katharina Hölzle et al., Fraunhofer IAO, 2023.
short: 'I. Gräßler, D. Preuß, in: K. Hölzle, M. Kreimeyer, D. Roth, T. Maier, O.
Riedel (Eds.), Stuttgarter Symposium Für Produktentwicklung SSP 2023, Fraunhofer
IAO, Stuttgart, 2023.'
conference:
end_date: 2023-05-25
location: Stuttgart
name: Stuttgarter Symposium für Produktentwicklung SSP 2023
start_date: 2023-05-25
date_created: 2023-06-19T08:58:35Z
date_updated: 2023-08-07T17:16:42Z
department:
- _id: '152'
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
place: Stuttgart
publication: Stuttgarter Symposium für Produktentwicklung SSP 2023
publication_identifier:
issn:
- 2364-4885
publication_status: published
publisher: Fraunhofer IAO
quality_controlled: '1'
status: public
title: Automatisierte Abhängigkeitsanalyse von Anforderungen zur Wirkkettenmodellierung
type: conference
user_id: '40253'
year: '2023'
...
---
_id: '47108'
alternative_title:
- AI-based extraction of requirements from regulations for automotive engineering
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Deniz
full_name: Özcan, Deniz
id: '58595'
last_name: Özcan
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
citation:
ama: 'Gräßler I, Özcan D, Preuß D. KI-basierte Extrahierung von Anforderungen aus
Regularien für die Automobilentwicklung. In: Krause D, Paetzold-Byhain K, Wartzack
S, eds. Design fox X - Beiträge zum 34. DfX-Symposium. Vol 34. ; 2023:163-172.
doi:10.35199/dfx2023.17'
apa: Gräßler, I., Özcan, D., & Preuß, D. (2023). KI-basierte Extrahierung von
Anforderungen aus Regularien für die Automobilentwicklung. In D. Krause, K. Paetzold-Byhain,
& S. Wartzack (Eds.), Design fox X - Beiträge zum 34. DfX-Symposium
(Vol. 34, pp. 163–172). https://doi.org/10.35199/dfx2023.17
bibtex: '@inproceedings{Gräßler_Özcan_Preuß_2023, title={KI-basierte Extrahierung
von Anforderungen aus Regularien für die Automobilentwicklung}, volume={34}, DOI={10.35199/dfx2023.17}, booktitle={Design
fox X - Beiträge zum 34. DfX-Symposium}, author={Gräßler, Iris and Özcan, Deniz
and Preuß, Daniel}, editor={Krause, Dieter and Paetzold-Byhain, Kristin and Wartzack,
Sandro}, year={2023}, pages={163–172} }'
chicago: Gräßler, Iris, Deniz Özcan, and Daniel Preuß. “KI-basierte Extrahierung
von Anforderungen aus Regularien für die Automobilentwicklung.” In Design fox
X - Beiträge zum 34. DfX-Symposium, edited by Dieter Krause, Kristin Paetzold-Byhain,
and Sandro Wartzack, 34:163–72, 2023. https://doi.org/10.35199/dfx2023.17.
ieee: 'I. Gräßler, D. Özcan, and D. Preuß, “KI-basierte Extrahierung von Anforderungen
aus Regularien für die Automobilentwicklung,” in Design fox X - Beiträge zum
34. DfX-Symposium, Radebeul, 2023, vol. 34, pp. 163–172, doi: 10.35199/dfx2023.17.'
mla: Gräßler, Iris, et al. “KI-basierte Extrahierung von Anforderungen aus Regularien
für die Automobilentwicklung.” Design fox X - Beiträge zum 34. DfX-Symposium,
edited by Dieter Krause et al., vol. 34, 2023, pp. 163–72, doi:10.35199/dfx2023.17.
short: 'I. Gräßler, D. Özcan, D. Preuß, in: D. Krause, K. Paetzold-Byhain, S. Wartzack
(Eds.), Design fox X - Beiträge zum 34. DfX-Symposium, 2023, pp. 163–172.'
conference:
end_date: 2023-09-15
location: Radebeul
name: 34. DfX Symposium
start_date: 2023-09-14
date_created: 2023-09-18T07:31:56Z
date_updated: 2023-12-14T12:39:15Z
department:
- _id: '152'
doi: 10.35199/dfx2023.17
editor:
- first_name: Dieter
full_name: Krause, Dieter
last_name: Krause
- first_name: Kristin
full_name: Paetzold-Byhain, Kristin
last_name: Paetzold-Byhain
- first_name: Sandro
full_name: Wartzack, Sandro
last_name: Wartzack
intvolume: ' 34'
language:
- iso: ger
page: 163 - 172
publication: Design fox X - Beiträge zum 34. DfX-Symposium
publication_status: published
quality_controlled: '1'
status: public
title: KI-basierte Extrahierung von Anforderungen aus Regularien für die Automobilentwicklung
type: conference
user_id: '58595'
volume: 34
year: '2023'
...
---
_id: '46450'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
- first_name: Lukas
full_name: Brandt, Lukas
last_name: Brandt
- first_name: Michael
full_name: Mohr, Michael
last_name: Mohr
citation:
ama: 'Gräßler I, Preuß D, Brandt L, Mohr M. Efficient Formalisation of Technical
Requirements for Generative Engineering. In: Proceedings of the Design Society.
; 2023:1595-1604. doi:10.1017/pds.2023.160'
apa: Gräßler, I., Preuß, D., Brandt, L., & Mohr, M. (2023). Efficient Formalisation
of Technical Requirements for Generative Engineering. Proceedings of the Design
Society, 1595–1604. https://doi.org/10.1017/pds.2023.160
bibtex: '@inproceedings{Gräßler_Preuß_Brandt_Mohr_2023, title={Efficient Formalisation
of Technical Requirements for Generative Engineering}, DOI={10.1017/pds.2023.160},
booktitle={Proceedings of the Design Society}, author={Gräßler, Iris and Preuß,
Daniel and Brandt, Lukas and Mohr, Michael}, year={2023}, pages={1595–1604} }'
chicago: Gräßler, Iris, Daniel Preuß, Lukas Brandt, and Michael Mohr. “Efficient
Formalisation of Technical Requirements for Generative Engineering.” In Proceedings
of the Design Society, 1595–1604, 2023. https://doi.org/10.1017/pds.2023.160.
ieee: 'I. Gräßler, D. Preuß, L. Brandt, and M. Mohr, “Efficient Formalisation of
Technical Requirements for Generative Engineering,” in Proceedings of the Design
Society, Bordeaux, 2023, pp. 1595–1604, doi: 10.1017/pds.2023.160.'
mla: Gräßler, Iris, et al. “Efficient Formalisation of Technical Requirements for
Generative Engineering.” Proceedings of the Design Society, 2023, pp. 1595–604,
doi:10.1017/pds.2023.160.
short: 'I. Gräßler, D. Preuß, L. Brandt, M. Mohr, in: Proceedings of the Design
Society, 2023, pp. 1595–1604.'
conference:
end_date: 2023-07-28
location: Bordeaux
name: 24th International Conference on Engineering Design (ICED23)
start_date: 2023-07-24
date_created: 2023-08-07T17:14:34Z
date_updated: 2024-03-25T11:09:53Z
department:
- _id: '152'
doi: 10.1017/pds.2023.160
language:
- iso: eng
page: 1595-1604
publication: Proceedings of the Design Society
publication_status: published
quality_controlled: '1'
status: public
title: Efficient Formalisation of Technical Requirements for Generative Engineering
type: conference
user_id: '5905'
year: '2023'
...
---
_id: '29891'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
- first_name: Jens
full_name: Pottebaum, Jens
id: '405'
last_name: Pottebaum
orcid: http://orcid.org/0000-0001-8778-2989
citation:
ama: 'Gräßler I, Preuß D, Pottebaum J. Extrahierung von Anforderungen aus natürlich-sprachlichen
Lastenheften: Was erschwert eine KI-basierte Extrahierung? Softwaretechnik-Trends.
2022;42(1):15-16.'
apa: 'Gräßler, I., Preuß, D., & Pottebaum, J. (2022). Extrahierung von Anforderungen
aus natürlich-sprachlichen Lastenheften: Was erschwert eine KI-basierte Extrahierung?
Softwaretechnik-Trends, 42(1), 15–16.'
bibtex: '@article{Gräßler_Preuß_Pottebaum_2022, title={Extrahierung von Anforderungen
aus natürlich-sprachlichen Lastenheften: Was erschwert eine KI-basierte Extrahierung?},
volume={42}, number={1}, journal={Softwaretechnik-Trends}, publisher={Köllen Druck
& Verlag GmbH}, author={Gräßler, Iris and Preuß, Daniel and Pottebaum, Jens},
year={2022}, pages={15–16} }'
chicago: 'Gräßler, Iris, Daniel Preuß, and Jens Pottebaum. “Extrahierung von Anforderungen
aus natürlich-sprachlichen Lastenheften: Was erschwert eine KI-basierte Extrahierung?”
Softwaretechnik-Trends 42, no. 1 (2022): 15–16.'
ieee: 'I. Gräßler, D. Preuß, and J. Pottebaum, “Extrahierung von Anforderungen aus
natürlich-sprachlichen Lastenheften: Was erschwert eine KI-basierte Extrahierung?,”
Softwaretechnik-Trends, vol. 42, no. 1, pp. 15–16, 2022.'
mla: 'Gräßler, Iris, et al. “Extrahierung von Anforderungen aus natürlich-sprachlichen
Lastenheften: Was erschwert eine KI-basierte Extrahierung?” Softwaretechnik-Trends,
vol. 42, no. 1, Köllen Druck & Verlag GmbH, 2022, pp. 15–16.'
short: I. Gräßler, D. Preuß, J. Pottebaum, Softwaretechnik-Trends 42 (2022) 15–16.
date_created: 2022-02-20T11:18:38Z
date_updated: 2023-04-27T09:38:05Z
ddc:
- '050'
department:
- _id: '152'
file:
- access_level: closed
content_type: application/pdf
creator: dpreuss
date_created: 2022-11-30T14:35:50Z
date_updated: 2022-11-30T14:35:50Z
file_id: '34168'
file_name: 211201_Extrahierung_Anforderungen_pre_pot_v200.pdf
file_size: 212837
relation: main_file
file_date_updated: 2022-11-30T14:35:50Z
has_accepted_license: '1'
intvolume: ' 42'
issue: '1'
language:
- iso: ger
page: 15-16
publication: Softwaretechnik-Trends
publication_identifier:
issn:
- 0720-8928
publication_status: published
publisher: Köllen Druck & Verlag GmbH
quality_controlled: '1'
status: public
title: 'Extrahierung von Anforderungen aus natürlich-sprachlichen Lastenheften: Was
erschwert eine KI-basierte Extrahierung?'
type: journal_article
user_id: '5905'
volume: 42
year: '2022'
...
---
_id: '31791'
abstract:
- lang: eng
text: AbstractRequirements changes are a leading
cause for project failures. Due to propagation effects, change management requires
dependency analysis. Existing approaches have shortcomings regarding ability to
process large requirement sets, availability of required data, differentiation
of propagation behavior and consideration of higher order dependencies. This paper
introduces a new method for advanced requirement dependency analysis based on
machine learning. Evaluation proves applicability and high performance by means
of a case example, 4 development projects and 3 workshops with industry experts.
article_type: original
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Christian
full_name: Oleff, Christian
id: '41188'
last_name: Oleff
orcid: 0000-0002-0983-1850
- first_name: Michael
full_name: Hieb, Michael
id: '72252'
last_name: Hieb
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
citation:
ama: Gräßler I, Oleff C, Hieb M, Preuß D. Automated Requirement Dependency Analysis
for Complex Technical Systems. Proceedings of the Design Society. 2022;2:1865-1874.
doi:10.1017/pds.2022.189
apa: Gräßler, I., Oleff, C., Hieb, M., & Preuß, D. (2022). Automated Requirement
Dependency Analysis for Complex Technical Systems. Proceedings of the Design
Society, 2, 1865–1874. https://doi.org/10.1017/pds.2022.189
bibtex: '@article{Gräßler_Oleff_Hieb_Preuß_2022, title={Automated Requirement Dependency
Analysis for Complex Technical Systems}, volume={2}, DOI={10.1017/pds.2022.189},
journal={Proceedings of the Design Society}, publisher={Cambridge University Press
(CUP)}, author={Gräßler, Iris and Oleff, Christian and Hieb, Michael and Preuß,
Daniel}, year={2022}, pages={1865–1874} }'
chicago: 'Gräßler, Iris, Christian Oleff, Michael Hieb, and Daniel Preuß. “Automated
Requirement Dependency Analysis for Complex Technical Systems.” Proceedings
of the Design Society 2 (2022): 1865–74. https://doi.org/10.1017/pds.2022.189.'
ieee: 'I. Gräßler, C. Oleff, M. Hieb, and D. Preuß, “Automated Requirement Dependency
Analysis for Complex Technical Systems,” Proceedings of the Design Society,
vol. 2, pp. 1865–1874, 2022, doi: 10.1017/pds.2022.189.'
mla: Gräßler, Iris, et al. “Automated Requirement Dependency Analysis for Complex
Technical Systems.” Proceedings of the Design Society, vol. 2, Cambridge
University Press (CUP), 2022, pp. 1865–74, doi:10.1017/pds.2022.189.
short: I. Gräßler, C. Oleff, M. Hieb, D. Preuß, Proceedings of the Design Society
2 (2022) 1865–1874.
date_created: 2022-06-07T10:48:12Z
date_updated: 2023-04-27T09:43:18Z
department:
- _id: '152'
doi: 10.1017/pds.2022.189
intvolume: ' 2'
language:
- iso: eng
page: 1865-1874
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
quality_controlled: '1'
status: public
title: Automated Requirement Dependency Analysis for Complex Technical Systems
type: journal_article
user_id: '5905'
volume: 2
year: '2022'
...
---
_id: '33892'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Alena Marie
full_name: Tusek, Alena Marie
id: '59370'
last_name: Tusek
- first_name: Henrik
full_name: Thiele, Henrik
id: '33419'
last_name: Thiele
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
- first_name: Benedikt
full_name: Grewe, Benedikt
id: '52359'
last_name: Grewe
- first_name: Michael
full_name: Hieb, Michael
id: '72252'
last_name: Hieb
citation:
ama: 'Gräßler I, Tusek AM, Thiele H, Preuß D, Grewe B, Hieb M. Literature study
on the potential of Artificial Intelligence in Scenario-Technique. In: XXXIII
ISPIM Innovation Conference Proceedings. LUT Scientific and Expertise Publications;
2022.'
apa: Gräßler, I., Tusek, A. M., Thiele, H., Preuß, D., Grewe, B., & Hieb, M.
(2022). Literature study on the potential of Artificial Intelligence in Scenario-Technique.
XXXIII ISPIM Innovation Conference Proceedings. XXXIII ISPIM Innovation
Conference “Innovating in a Digital World,” Copenhagen, Denmark.
bibtex: '@inproceedings{Gräßler_Tusek_Thiele_Preuß_Grewe_Hieb_2022, place={Copenhagen,
Denmark}, title={Literature study on the potential of Artificial Intelligence
in Scenario-Technique}, booktitle={XXXIII ISPIM Innovation Conference Proceedings},
publisher={ LUT Scientific and Expertise Publications}, author={Gräßler, Iris
and Tusek, Alena Marie and Thiele, Henrik and Preuß, Daniel and Grewe, Benedikt
and Hieb, Michael}, year={2022} }'
chicago: 'Gräßler, Iris, Alena Marie Tusek, Henrik Thiele, Daniel Preuß, Benedikt
Grewe, and Michael Hieb. “Literature Study on the Potential of Artificial Intelligence
in Scenario-Technique.” In XXXIII ISPIM Innovation Conference Proceedings.
Copenhagen, Denmark: LUT Scientific and Expertise Publications, 2022.'
ieee: I. Gräßler, A. M. Tusek, H. Thiele, D. Preuß, B. Grewe, and M. Hieb, “Literature
study on the potential of Artificial Intelligence in Scenario-Technique,” presented
at the XXXIII ISPIM Innovation Conference “Innovating in a Digital World,” Copenhagen,
Denmark, 2022.
mla: Gräßler, Iris, et al. “Literature Study on the Potential of Artificial Intelligence
in Scenario-Technique.” XXXIII ISPIM Innovation Conference Proceedings, LUT
Scientific and Expertise Publications, 2022.
short: 'I. Gräßler, A.M. Tusek, H. Thiele, D. Preuß, B. Grewe, M. Hieb, in: XXXIII
ISPIM Innovation Conference Proceedings, LUT Scientific and Expertise Publications,
Copenhagen, Denmark, 2022.'
conference:
end_date: 2022-06-08
location: Copenhagen, Denmark
name: XXXIII ISPIM Innovation Conference "Innovating in a Digital World"
start_date: 2022-06-05
date_created: 2022-10-27T10:00:13Z
date_updated: 2023-04-27T09:45:41Z
department:
- _id: '152'
language:
- iso: eng
place: Copenhagen, Denmark
publication: XXXIII ISPIM Innovation Conference Proceedings
publication_identifier:
isbn:
- 978-952-335-694-8
publication_status: published
publisher: ' LUT Scientific and Expertise Publications'
quality_controlled: '1'
status: public
title: Literature study on the potential of Artificial Intelligence in Scenario-Technique
type: conference
user_id: '5905'
year: '2022'
...
---
_id: '33913'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
- first_name: Lukas
full_name: Brandt, Lukas
last_name: Brandt
- first_name: Michael
full_name: Mohr, Michael
last_name: Mohr
citation:
ama: 'Gräßler I, Preuß D, Brandt L, Mohr M. Efficient Extraction of Technical Requirements
Applying Data Augmentation. In: Proceedings of 8th IEEE International Symposium
on Systems Engineering 2022. ; 2022.'
apa: Gräßler, I., Preuß, D., Brandt, L., & Mohr, M. (2022). Efficient Extraction
of Technical Requirements Applying Data Augmentation. Proceedings of 8th IEEE
International Symposium on Systems Engineering 2022. 8th IEEE International
Symposium on Systems Engineering 2022, Wien.
bibtex: '@inproceedings{Gräßler_Preuß_Brandt_Mohr_2022, place={Wien}, title={Efficient
Extraction of Technical Requirements Applying Data Augmentation}, booktitle={Proceedings
of 8th IEEE International Symposium on Systems Engineering 2022}, author={Gräßler,
Iris and Preuß, Daniel and Brandt, Lukas and Mohr, Michael}, year={2022} }'
chicago: Gräßler, Iris, Daniel Preuß, Lukas Brandt, and Michael Mohr. “Efficient
Extraction of Technical Requirements Applying Data Augmentation.” In Proceedings
of 8th IEEE International Symposium on Systems Engineering 2022. Wien, 2022.
ieee: I. Gräßler, D. Preuß, L. Brandt, and M. Mohr, “Efficient Extraction of Technical
Requirements Applying Data Augmentation,” presented at the 8th IEEE International
Symposium on Systems Engineering 2022, Wien, 2022.
mla: Gräßler, Iris, et al. “Efficient Extraction of Technical Requirements Applying
Data Augmentation.” Proceedings of 8th IEEE International Symposium on Systems
Engineering 2022, 2022.
short: 'I. Gräßler, D. Preuß, L. Brandt, M. Mohr, in: Proceedings of 8th IEEE International
Symposium on Systems Engineering 2022, Wien, 2022.'
conference:
end_date: 2022-10-26
location: Wien
name: 8th IEEE International Symposium on Systems Engineering 2022
start_date: 2022-10-24
date_created: 2022-10-27T11:13:20Z
date_updated: 2023-04-27T09:44:03Z
department:
- _id: '152'
language:
- iso: eng
place: Wien
publication: Proceedings of 8th IEEE International Symposium on Systems Engineering
2022
publication_status: published
quality_controlled: '1'
status: public
title: Efficient Extraction of Technical Requirements Applying Data Augmentation
type: conference
user_id: '5905'
year: '2022'
...
---
_id: '30213'
abstract:
- lang: eng
text: Requirement changes and cascading effects of change propagation are
major sources of inefficiencies in product development and increase the risk of
project failure. Proactive change management of requirement changes yields the
potential to handle such changes efficiently. A systematic approach is required
for proactive change management to assess and reduce the risk of a requirement
change with appropriate effort in industrial application. Within the paper at
hand, a novel method for Proactive Management of Requirement Changes (ProMaRC)
is presented. It is developed in close collaboration with industry experts and
evaluated based on workshops, pilot users’ feedback, three industrial case studies
from the automotive industry and five development projects from research. To limit
the application effort, an automated approach for dependency analysis based on
the machine learning technique BERT and semi-automated assessment of change likelihood
and impact using a modified PageRank algorithm is developed. Applying the method,
the risks of requirement changes are assessed systematically and reduced by means
of proactive change measures. Evaluation shows high performance of dependency
analysis and confirms the applicability and usefulness of the method. This contribution
opens up the research space of proactive risk management for requirement changes
which is currently almost unexploited. It enables more efficient product development.
article_number: '1874'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Christian
full_name: Oleff, Christian
id: '41188'
last_name: Oleff
orcid: 0000-0002-0983-1850
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
citation:
ama: Gräßler I, Oleff C, Preuß D. Proactive Management of Requirement Changes in
the Development of Complex Technical Systems. Applied Sciences. 2022;12(4).
doi:10.3390/app12041874
apa: Gräßler, I., Oleff, C., & Preuß, D. (2022). Proactive Management of Requirement
Changes in the Development of Complex Technical Systems. Applied Sciences,
12(4), Article 1874. https://doi.org/10.3390/app12041874
bibtex: '@article{Gräßler_Oleff_Preuß_2022, title={Proactive Management of Requirement
Changes in the Development of Complex Technical Systems}, volume={12}, DOI={10.3390/app12041874}, number={41874},
journal={Applied Sciences}, publisher={MDPI AG}, author={Gräßler, Iris and Oleff,
Christian and Preuß, Daniel}, year={2022} }'
chicago: Gräßler, Iris, Christian Oleff, and Daniel Preuß. “Proactive Management
of Requirement Changes in the Development of Complex Technical Systems.” Applied
Sciences 12, no. 4 (2022). https://doi.org/10.3390/app12041874.
ieee: 'I. Gräßler, C. Oleff, and D. Preuß, “Proactive Management of Requirement
Changes in the Development of Complex Technical Systems,” Applied Sciences,
vol. 12, no. 4, Art. no. 1874, 2022, doi: 10.3390/app12041874.'
mla: Gräßler, Iris, et al. “Proactive Management of Requirement Changes in the Development
of Complex Technical Systems.” Applied Sciences, vol. 12, no. 4, 1874,
MDPI AG, 2022, doi:10.3390/app12041874.
short: I. Gräßler, C. Oleff, D. Preuß, Applied Sciences 12 (2022).
date_created: 2022-03-08T12:37:42Z
date_updated: 2023-05-03T08:40:30Z
department:
- _id: '152'
doi: 10.3390/app12041874
intvolume: ' 12'
issue: '4'
keyword:
- Fluid Flow and Transfer Processes
- Computer Science Applications
- Process Chemistry and Technology
- General Engineering
- Instrumentation
- General Materials Science
language:
- iso: eng
publication: Applied Sciences
publication_identifier:
issn:
- 2076-3417
publication_status: published
publisher: MDPI AG
quality_controlled: '1'
status: public
title: Proactive Management of Requirement Changes in the Development of Complex Technical
Systems
type: journal_article
user_id: '5905'
volume: 12
year: '2022'
...
---
_id: '31647'
abstract:
- lang: eng
text: AbstractEffect chain modeling approaches
are applied to model cause-effect relations and analyze affected elements and
dependencies. In this paper a systematic literature research is conducted to derive
main characteristics and limitations of existing approaches. Then, the Model-based
Effect Chain Analysis (MECA) method is introduced. Evaluation proves applicability
of the method by means of a case example. This is done in the context of a project
with a German automotive company. In the project 66 workshops were conducted to
model certification-compliant effect chains in accordance to the UN ECE 156.
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Dominik
full_name: Wiechel, Dominik
id: '67161'
last_name: Wiechel
- first_name: Anna-Sophie
full_name: Koch, Anna-Sophie
id: '44158'
last_name: Koch
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
- first_name: Christian
full_name: Oleff, Christian
id: '41188'
last_name: Oleff
orcid: 0000-0002-0983-1850
citation:
ama: Gräßler I, Wiechel D, Koch A-S, Preuß D, Oleff C. Model-Based Effect-Chain
Analysis for Complex Systems. Proceedings of the Design Society. 2022;2:1885-1894.
doi:10.1017/pds.2022.191
apa: Gräßler, I., Wiechel, D., Koch, A.-S., Preuß, D., & Oleff, C. (2022). Model-Based
Effect-Chain Analysis for Complex Systems. Proceedings of the Design Society,
2, 1885–1894. https://doi.org/10.1017/pds.2022.191
bibtex: '@article{Gräßler_Wiechel_Koch_Preuß_Oleff_2022, title={Model-Based Effect-Chain
Analysis for Complex Systems}, volume={2}, DOI={10.1017/pds.2022.191},
journal={Proceedings of the Design Society}, publisher={Cambridge University Press
(CUP)}, author={Gräßler, Iris and Wiechel, Dominik and Koch, Anna-Sophie and Preuß,
Daniel and Oleff, Christian}, year={2022}, pages={1885–1894} }'
chicago: 'Gräßler, Iris, Dominik Wiechel, Anna-Sophie Koch, Daniel Preuß, and Christian
Oleff. “Model-Based Effect-Chain Analysis for Complex Systems.” Proceedings
of the Design Society 2 (2022): 1885–94. https://doi.org/10.1017/pds.2022.191.'
ieee: 'I. Gräßler, D. Wiechel, A.-S. Koch, D. Preuß, and C. Oleff, “Model-Based
Effect-Chain Analysis for Complex Systems,” Proceedings of the Design Society,
vol. 2, pp. 1885–1894, 2022, doi: 10.1017/pds.2022.191.'
mla: Gräßler, Iris, et al. “Model-Based Effect-Chain Analysis for Complex Systems.”
Proceedings of the Design Society, vol. 2, Cambridge University Press (CUP),
2022, pp. 1885–94, doi:10.1017/pds.2022.191.
short: I. Gräßler, D. Wiechel, A.-S. Koch, D. Preuß, C. Oleff, Proceedings of the
Design Society 2 (2022) 1885–1894.
conference:
name: DESIGN Conference
date_created: 2022-06-04T12:22:30Z
date_updated: 2023-05-09T18:23:15Z
department:
- _id: '152'
doi: 10.1017/pds.2022.191
intvolume: ' 2'
language:
- iso: eng
page: 1885-1894
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
publisher: Cambridge University Press (CUP)
quality_controlled: '1'
status: public
title: Model-Based Effect-Chain Analysis for Complex Systems
type: journal_article
user_id: '67161'
volume: 2
year: '2022'
...
---
_id: '23391'
abstract:
- lang: eng
text: In der Softwareentwicklung werden Requirement Mining-Ansätze eingesetzt, um
in der Ermittlung von Anforderungen Informationen aus Benutzerrezensionen zu extrahieren.
Auf der Online-Plattform Amazon werden verschiedene mechatronische Produkte des
B2C-Markts vertrieben und deren Benutzerrezensionen gesammelt. Aufgrund der Komplexität
mechatronischer Produkte werden Defizite selten nachvollziehbar im Benutzer-Feedback
dokumentiert. In diesem Beitrag wird die Forschungsfrage beantwortet, ob Requirement
Mining-Ansätze auch in der Produktgenerationenentwicklung mechatronischer Produkte
des B2C-Markts anwendbar sind. Etablierte Requirement Mining-Ansätze werden in
einer Literaturstudie identifiziert und die Anwendbarkeit initial bewertet. Der
vielversprechendste Ansatz wird für eine weitergehende Analyse ausgewählt. Hierzu
wird ein Fallbeispiel untersucht, indem Benutzeranforderungen eines Staubsauger-
Roboters ausgewertet werden. Die Ergebnisse zeigen, dass die Informationsqualität
hoch ist und Anforderungsingenieure diese Informationen zur Dokumentation der
Bedürfnisse der Benutzer verwenden können.
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
citation:
ama: 'Gräßler I, Preuß D. Anwendbarkeit von Requirement Mining in Benutzerrezensionen
für die Entwicklung mechatronischer Produkte im B2C-Markt. In: Bertram T, Corves
B, Janschek K, Rinderknecht S, eds. Digital-Fachtagung VDI Mechatronik 2021;
24. - 25. Mrz. 2021. ; 2021:68-73.'
apa: Gräßler, I., & Preuß, D. (2021). Anwendbarkeit von Requirement Mining in
Benutzerrezensionen für die Entwicklung mechatronischer Produkte im B2C-Markt.
In T. Bertram, B. Corves, K. Janschek, & S. Rinderknecht (Eds.), Digital-Fachtagung
VDI Mechatronik 2021; 24. - 25. Mrz. 2021 (pp. 68–73).
bibtex: '@inproceedings{Gräßler_Preuß_2021, title={Anwendbarkeit von Requirement
Mining in Benutzerrezensionen für die Entwicklung mechatronischer Produkte im
B2C-Markt}, booktitle={Digital-Fachtagung VDI Mechatronik 2021; 24. - 25. Mrz.
2021}, author={Gräßler, Iris and Preuß, Daniel}, editor={Bertram, Torsten and
Corves, Burkhard and Janschek, Klaus and Rinderknecht, StephanEditors}, year={2021},
pages={68–73} }'
chicago: Gräßler, Iris, and Daniel Preuß. “Anwendbarkeit von Requirement Mining
in Benutzerrezensionen für die Entwicklung mechatronischer Produkte im B2C-Markt.”
In Digital-Fachtagung VDI Mechatronik 2021; 24. - 25. Mrz. 2021, edited
by Torsten Bertram, Burkhard Corves, Klaus Janschek, and Stephan Rinderknecht,
68–73, 2021.
ieee: I. Gräßler and D. Preuß, “Anwendbarkeit von Requirement Mining in Benutzerrezensionen
für die Entwicklung mechatronischer Produkte im B2C-Markt,” in Digital-Fachtagung
VDI Mechatronik 2021; 24. - 25. Mrz. 2021, 2021, pp. 68–73.
mla: Gräßler, Iris, and Daniel Preuß. “Anwendbarkeit von Requirement Mining in Benutzerrezensionen
für die Entwicklung mechatronischer Produkte im B2C-Markt.” Digital-Fachtagung
VDI Mechatronik 2021; 24. - 25. Mrz. 2021, edited by Torsten Bertram et al.,
2021, pp. 68–73.
short: 'I. Gräßler, D. Preuß, in: T. Bertram, B. Corves, K. Janschek, S. Rinderknecht
(Eds.), Digital-Fachtagung VDI Mechatronik 2021; 24. - 25. Mrz. 2021, 2021, pp.
68–73.'
conference:
end_date: 2021-03-25
start_date: 2021-03-24
date_created: 2021-08-13T06:48:01Z
date_updated: 2022-01-06T06:55:52Z
department:
- _id: '152'
editor:
- first_name: Torsten
full_name: Bertram, Torsten
last_name: Bertram
- first_name: Burkhard
full_name: Corves, Burkhard
last_name: Corves
- first_name: Klaus
full_name: Janschek, Klaus
last_name: Janschek
- first_name: Stephan
full_name: Rinderknecht, Stephan
last_name: Rinderknecht
language:
- iso: ger
main_file_link:
- url: 'DOI: 10.26083/tuprints-00017626'
page: 68-73
publication: Digital-Fachtagung VDI Mechatronik 2021; 24. - 25. Mrz. 2021
status: public
title: Anwendbarkeit von Requirement Mining in Benutzerrezensionen für die Entwicklung
mechatronischer Produkte im B2C-Markt
type: conference
user_id: '21240'
year: '2021'
...
---
_id: '24017'
abstract:
- lang: eng
text: In developing complex technical systems, requirements are subject to continuous
change. Systematic and holistic change impact analysis and proactive measures
are required for reducing the number of requirement changes and their negative
impact. There is no method to analyse the holistic impact of a requirement change
in the context of developing complex technical systems. Holistic analysis requires
to consider the local effects of requirement changes as well as effects from change
propagation. To develop an approach for holistic change propagation and impact
analysis, twelve performance goals are defined. Those are derived from a state
of research analysis as well as an industry workshop. A three-step method is proposed.
Firstly, requirement dependencies that cause change propagation are detected.
Secondly, critical requirements are automatically identified based on a Page Rank
algorithm. Thirdly, change impact of critical requirements is analysed based on
a guideline. Validation proves that ten goals are fulfilled and two are partly
fulfilled. The method addresses major shortcomings of preceding research and enables
sound decision making for development engineers both before a change occurs and
during decision process on a change request. This helps to reduce negative change
impact in development projects and the risk of project failure.
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Christian
full_name: Oleff, Christian
id: '41188'
last_name: Oleff
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
citation:
ama: 'Gräßler I, Oleff C, Preuß D. Holistic change propagation and impact analysis
in requirements management. In: Wagner B, Wilson J, eds. ; 2021.'
apa: Gräßler, I., Oleff, C., & Preuß, D. (2021). Holistic change propagation
and impact analysis in requirements management (B. Wagner & J. Wilson,
Eds.).
bibtex: '@inproceedings{Gräßler_Oleff_Preuß_2021, title={Holistic change propagation
and impact analysis in requirements management}, author={Gräßler, Iris and Oleff,
Christian and Preuß, Daniel}, editor={Wagner, Beverly and Wilson, Juliette}, year={2021}
}'
chicago: Gräßler, Iris, Christian Oleff, and Daniel Preuß. “Holistic Change Propagation
and Impact Analysis in Requirements Management.” edited by Beverly Wagner and
Juliette Wilson, 2021.
ieee: I. Gräßler, C. Oleff, and D. Preuß, “Holistic change propagation and impact
analysis in requirements management,” Strathclyde/Glasgow, 2021.
mla: Gräßler, Iris, et al. Holistic Change Propagation and Impact Analysis in
Requirements Management. Edited by Beverly Wagner and Juliette Wilson, 2021.
short: 'I. Gräßler, C. Oleff, D. Preuß, in: B. Wagner, J. Wilson (Eds.), 2021.'
conference:
end_date: 2021-07-08
location: Strathclyde/Glasgow
name: R&D Management Conference
start_date: 2021-07-07
date_created: 2021-09-09T11:49:38Z
date_updated: 2022-11-11T12:20:12Z
ddc:
- '620'
department:
- _id: '152'
editor:
- first_name: Beverly
full_name: Wagner, Beverly
last_name: Wagner
- first_name: Juliette
full_name: Wilson, Juliette
last_name: Wilson
file:
- access_level: open_access
content_type: application/pdf
creator: dpreuss
date_created: 2022-04-19T07:59:22Z
date_updated: 2022-11-11T12:20:11Z
file_id: '30912'
file_name: RD_2021_HolisticChangePropagation_ShortCompetitivePaper_graessler.pdf
file_size: 571976
relation: main_file
file_date_updated: 2022-11-11T12:20:11Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
status: public
title: Holistic change propagation and impact analysis in requirements management
type: conference
user_id: '40253'
year: '2021'
...
---
_id: '26866'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Daniel
full_name: Roesmann, Daniel
id: '54680'
last_name: Roesmann
- first_name: Dominik
full_name: Wiechel, Dominik
id: '67161'
last_name: Wiechel
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
- first_name: Jens
full_name: Pottebaum, Jens
id: '405'
last_name: Pottebaum
orcid: http://orcid.org/0000-0001-8778-2989
citation:
ama: 'Gräßler I, Roesmann D, Wiechel D, Preuß D, Pottebaum J. Determine similarity
of assembly operations using semantic technology. In: 54th CIRP Conference
on Manufacturing Systems. ; 2021. doi:https://doi.org/10.1016/j.procir.2021.11.209 '
apa: Gräßler, I., Roesmann, D., Wiechel, D., Preuß, D., & Pottebaum, J. (2021).
Determine similarity of assembly operations using semantic technology. 54th
CIRP Conference on Manufacturing Systems. CIRP CMS 2021 - 54th CIRP Conference
on Manufacturing Systems, 2021, Athens. https://doi.org/10.1016/j.procir.2021.11.209
bibtex: '@inproceedings{Gräßler_Roesmann_Wiechel_Preuß_Pottebaum_2021, title={Determine
similarity of assembly operations using semantic technology}, DOI={https://doi.org/10.1016/j.procir.2021.11.209 }, booktitle={54th CIRP Conference
on Manufacturing Systems}, author={Gräßler, Iris and Roesmann, Daniel and Wiechel,
Dominik and Preuß, Daniel and Pottebaum, Jens}, year={2021} }'
chicago: Gräßler, Iris, Daniel Roesmann, Dominik Wiechel, Daniel Preuß, and Jens
Pottebaum. “Determine Similarity of Assembly Operations Using Semantic Technology.”
In 54th CIRP Conference on Manufacturing Systems, 2021. https://doi.org/10.1016/j.procir.2021.11.209 .
ieee: 'I. Gräßler, D. Roesmann, D. Wiechel, D. Preuß, and J. Pottebaum, “Determine
similarity of assembly operations using semantic technology,” presented at the
CIRP CMS 2021 - 54th CIRP Conference on Manufacturing Systems, 2021, Athens, 2021,
doi: https://doi.org/10.1016/j.procir.2021.11.209
.'
mla: Gräßler, Iris, et al. “Determine Similarity of Assembly Operations Using Semantic
Technology.” 54th CIRP Conference on Manufacturing Systems, 2021, doi:https://doi.org/10.1016/j.procir.2021.11.209
.
short: 'I. Gräßler, D. Roesmann, D. Wiechel, D. Preuß, J. Pottebaum, in: 54th CIRP
Conference on Manufacturing Systems, 2021.'
conference:
end_date: 2021-09-24
location: Athens
name: CIRP CMS 2021 - 54th CIRP Conference on Manufacturing Systems, 2021
start_date: 2021-09-22
date_created: 2021-10-25T16:38:06Z
date_updated: 2023-05-09T18:22:08Z
department:
- _id: '152'
doi: 'https://doi.org/10.1016/j.procir.2021.11.209 '
language:
- iso: eng
publication: 54th CIRP Conference on Manufacturing Systems
publication_status: published
quality_controlled: '1'
status: public
title: Determine similarity of assembly operations using semantic technology
type: conference
user_id: '67161'
year: '2021'
...
---
_id: '27680'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Julian
full_name: Hentze, Julian
id: '13342'
last_name: Hentze
- first_name: Philipp
full_name: Hesse, Philipp
id: '60633'
last_name: Hesse
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
- first_name: Henrik
full_name: Thiele, Henrik
id: '33419'
last_name: Thiele
- first_name: Dominik
full_name: Wiechel, Dominik
id: '67161'
last_name: Wiechel
- first_name: Martin
full_name: Bothen, Martin
last_name: Bothen
- first_name: 'Tobias '
full_name: 'Bruckmann, Tobias '
last_name: Bruckmann
- first_name: Michael
full_name: Dattner, Michael
last_name: Dattner
- first_name: Thomas
full_name: Ehl, Thomas
last_name: Ehl
- first_name: Martin
full_name: Hawlas, Martin
last_name: Hawlas
- first_name: Christoph
full_name: Krimpmann, Christoph
last_name: Krimpmann
- first_name: Roland
full_name: Lachmayer, Roland
last_name: Lachmayer
- first_name: Marvin
full_name: Knöchelmann, Marvin
last_name: Knöchelmann
- first_name: Randolf
full_name: Mock, Randolf
last_name: Mock
- first_name: Iryna
full_name: Mozgova, Iryna
last_name: Mozgova
- first_name: Maximilian
full_name: Schneider, Maximilian
last_name: Schneider
- first_name: Guido
full_name: Stollt, Guido
last_name: Stollt
citation:
ama: 'Gräßler I, Hentze J, Hesse P, et al. VDI/VDE 2206 - Entwicklung mechatronischer
und cyber-physischer Systeme. Ed.: VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik;
2021.'
apa: 'Gräßler, I., Hentze, J., Hesse, P., Preuß, D., Thiele, H., Wiechel, D., Bothen,
M., Bruckmann, T., Dattner, M., Ehl, T., Hawlas, M., Krimpmann, C., Lachmayer,
R., Knöchelmann, M., Mock, R., Mozgova, I., Schneider, M., & Stollt, G. (2021).
VDI/VDE 2206 - Entwicklung mechatronischer und cyber-physischer Systeme.
Ed.: VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik.'
bibtex: '@book{Gräßler_Hentze_Hesse_Preuß_Thiele_Wiechel_Bothen_Bruckmann_Dattner_Ehl_et
al._2021, series={VDI/VDE 2206:2021-11}, title={VDI/VDE 2206 - Entwicklung mechatronischer
und cyber-physischer Systeme}, publisher={Ed.: VDI/VDE-Gesellschaft Mess- und
Automatisierungstechnik}, author={Gräßler, Iris and Hentze, Julian and Hesse,
Philipp and Preuß, Daniel and Thiele, Henrik and Wiechel, Dominik and Bothen,
Martin and Bruckmann, Tobias and Dattner, Michael and Ehl, Thomas and et al.},
year={2021}, collection={VDI/VDE 2206:2021-11} }'
chicago: 'Gräßler, Iris, Julian Hentze, Philipp Hesse, Daniel Preuß, Henrik Thiele,
Dominik Wiechel, Martin Bothen, et al. VDI/VDE 2206 - Entwicklung mechatronischer
und cyber-physischer Systeme. VDI/VDE 2206:2021-11. Ed.: VDI/VDE-Gesellschaft
Mess- und Automatisierungstechnik, 2021.'
ieee: 'I. Gräßler et al., VDI/VDE 2206 - Entwicklung mechatronischer und
cyber-physischer Systeme. Ed.: VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik,
2021.'
mla: 'Gräßler, Iris, et al. VDI/VDE 2206 - Entwicklung mechatronischer und cyber-physischer
Systeme. Ed.: VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik, 2021.'
short: 'I. Gräßler, J. Hentze, P. Hesse, D. Preuß, H. Thiele, D. Wiechel, M. Bothen,
T. Bruckmann, M. Dattner, T. Ehl, M. Hawlas, C. Krimpmann, R. Lachmayer, M. Knöchelmann,
R. Mock, I. Mozgova, M. Schneider, G. Stollt, VDI/VDE 2206 - Entwicklung mechatronischer
und cyber-physischer Systeme, Ed.: VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik,
2021.'
date_created: 2021-11-22T09:16:12Z
date_updated: 2023-05-10T07:31:14Z
department:
- _id: '152'
language:
- iso: ger
page: '67'
publication_status: published
publisher: 'Ed.: VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik'
series_title: VDI/VDE 2206:2021-11
status: public
title: VDI/VDE 2206 - Entwicklung mechatronischer und cyber-physischer Systeme
type: misc
user_id: '60633'
year: '2021'
...
---
_id: '24037'
abstract:
- lang: eng
text: AbstractInnovation projects are characterized
by numerous uncertainties. Typical concepts in development management like the
application of safety coefficients imply limitations of the solution space. In
contrast, explicit handling of uncertainties can support engineers in understanding
the problem space and in utilising the full potential of the design space along
iterative product development steps. As a result from literature analysis, there
is a lack of a support for product development that addresses the specific problem
of uncertainty and risk in the context of requirement changes. The aim of the
contribution at hand is to enhance the efficient development of complex interdisciplinary
systems by enabling uncertainty handling in requirements change management. Based
on a classification of uncertainty types resulting in a descriptive model, risk
management measures are identified to support requirements engineers. The proposed
method includes identification & modelling, analysis, treatment and monitoring
of risks and counter-measures. By applying this method, engineers are supported
in adopting agile approaches and enabling flexible Requirements Engineering.
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Jens
full_name: Pottebaum, Jens
id: '405'
last_name: Pottebaum
orcid: http://orcid.org/0000-0001-8778-2989
- first_name: Christian
full_name: Oleff, Christian
id: '41188'
last_name: Oleff
orcid: 0000-0002-0983-1850
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
citation:
ama: Gräßler I, Pottebaum J, Oleff C, Preuß D. Handling of explicit Uncertainty
in Requirements Change Management. Proceedings of the Design Society. 2021;1:1687-1696.
doi:10.1017/pds.2021.430
apa: Gräßler, I., Pottebaum, J., Oleff, C., & Preuß, D. (2021). Handling of
explicit Uncertainty in Requirements Change Management. Proceedings of the
Design Society, 1, 1687–1696. https://doi.org/10.1017/pds.2021.430
bibtex: '@article{Gräßler_Pottebaum_Oleff_Preuß_2021, title={Handling of explicit
Uncertainty in Requirements Change Management}, volume={1}, DOI={10.1017/pds.2021.430},
journal={Proceedings of the Design Society}, author={Gräßler, Iris and Pottebaum,
Jens and Oleff, Christian and Preuß, Daniel}, year={2021}, pages={1687–1696} }'
chicago: 'Gräßler, Iris, Jens Pottebaum, Christian Oleff, and Daniel Preuß. “Handling
of Explicit Uncertainty in Requirements Change Management.” Proceedings of
the Design Society 1 (2021): 1687–96. https://doi.org/10.1017/pds.2021.430.'
ieee: 'I. Gräßler, J. Pottebaum, C. Oleff, and D. Preuß, “Handling of explicit Uncertainty
in Requirements Change Management,” Proceedings of the Design Society,
vol. 1, pp. 1687–1696, 2021, doi: 10.1017/pds.2021.430.'
mla: Gräßler, Iris, et al. “Handling of Explicit Uncertainty in Requirements Change
Management.” Proceedings of the Design Society, vol. 1, 2021, pp. 1687–96,
doi:10.1017/pds.2021.430.
short: I. Gräßler, J. Pottebaum, C. Oleff, D. Preuß, Proceedings of the Design Society
1 (2021) 1687–1696.
conference:
end_date: 2021-08-20
location: Gothenburg
name: 23nd International Conference on Engineering Design (ICED21)
start_date: 2021-08-16
date_created: 2021-09-09T12:18:38Z
date_updated: 2023-11-16T09:21:03Z
department:
- _id: '152'
doi: 10.1017/pds.2021.430
intvolume: ' 1'
language:
- iso: eng
page: 1687-1696
publication: Proceedings of the Design Society
publication_identifier:
issn:
- 2732-527X
publication_status: published
quality_controlled: '1'
status: public
title: Handling of explicit Uncertainty in Requirements Change Management
type: journal_article
user_id: '405'
volume: 1
year: '2021'
...
---
_id: '23505'
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
- first_name: Christian
full_name: Oleff, Christian
id: '41188'
last_name: Oleff
citation:
ama: 'Gräßler I, Preuß D, Oleff C. Automatisierte Identifikation und Charakterisierung
von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich von Lösungsansätzen.
In: Krause D, Paetzold K, Wartzack S, Design Society, eds. Proceedings of the
31st Symposium Design for X (DFX2020); 16. - 18. Sep. 2020. ; 2020:199-208.
doi:10.35199/dfx2020.21'
apa: Gräßler, I., Preuß, D., & Oleff, C. (2020). Automatisierte Identifikation
und Charakterisierung von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich
von Lösungsansätzen. In D. Krause, K. Paetzold, S. Wartzack, & Design Society
(Eds.), Proceedings of the 31st Symposium Design for X (DFX2020); 16. - 18.
Sep. 2020 (pp. 199–208). https://doi.org/10.35199/dfx2020.21
bibtex: '@inproceedings{Gräßler_Preuß_Oleff_2020, title={Automatisierte Identifikation
und Charakterisierung von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich
von Lösungsansätzen}, DOI={10.35199/dfx2020.21},
booktitle={Proceedings of the 31st Symposium Design for X (DFX2020); 16. - 18.
Sep. 2020}, author={Gräßler, Iris and Preuß, Daniel and Oleff, Christian}, editor={Krause,
Dieter and Paetzold, Kristin and Wartzack, Sandro and Design SocietyEditors},
year={2020}, pages={199–208} }'
chicago: Gräßler, Iris, Daniel Preuß, and Christian Oleff. “Automatisierte Identifikation
und Charakterisierung von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich
von Lösungsansätzen.” In Proceedings of the 31st Symposium Design for X (DFX2020);
16. - 18. Sep. 2020, edited by Dieter Krause, Kristin Paetzold, Sandro Wartzack,
and Design Society, 199–208, 2020. https://doi.org/10.35199/dfx2020.21.
ieee: I. Gräßler, D. Preuß, and C. Oleff, “Automatisierte Identifikation und Charakterisierung
von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich von Lösungsansätzen,”
in Proceedings of the 31st Symposium Design for X (DFX2020); 16. - 18. Sep.
2020, 2020, pp. 199–208.
mla: Gräßler, Iris, et al. “Automatisierte Identifikation und Charakterisierung
von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich von Lösungsansätzen.”
Proceedings of the 31st Symposium Design for X (DFX2020); 16. - 18. Sep. 2020,
edited by Dieter Krause et al., 2020, pp. 199–208, doi:10.35199/dfx2020.21.
short: 'I. Gräßler, D. Preuß, C. Oleff, in: D. Krause, K. Paetzold, S. Wartzack,
Design Society (Eds.), Proceedings of the 31st Symposium Design for X (DFX2020);
16. - 18. Sep. 2020, 2020, pp. 199–208.'
corporate_editor:
- Design Society
date_created: 2021-08-24T09:28:11Z
date_updated: 2022-01-06T06:55:56Z
department:
- _id: '152'
doi: 10.35199/dfx2020.21
editor:
- first_name: Dieter
full_name: Krause, Dieter
last_name: Krause
- first_name: Kristin
full_name: Paetzold, Kristin
last_name: Paetzold
- first_name: Sandro
full_name: Wartzack, Sandro
last_name: Wartzack
language:
- iso: ger
page: 199-208
publication: Proceedings of the 31st Symposium Design for X (DFX2020); 16. - 18. Sep.
2020
publication_status: published
status: public
title: Automatisierte Identifikation und Charakterisierung von Anforderungsabhängigkeiten
– Literaturstudie zum Vergleich von Lösungsansätzen
type: conference
user_id: '21240'
year: '2020'
...
---
_id: '23720'
abstract:
- lang: eng
text: Die Instandsetzung von sicherheitskritischen Komponenten durch Besatzungsmitglieder
auf See erfordert technische und organisa-torische Unterstützungsmaßnahmen. Zur
Instandsetzung kritischer Systeme auf See bietet AR-Technologie erkennbare Potenziale
(Räumliche Visualisierung, Kontextualisierung). Zugleich sollen Instandsetzungs-Einsätze
im Sinne des informellen arbeits- und einsatzbezogenen Lernens zum Kompetenzerwerb
genutzt werden. Dazu wird eine AR-Architektur vorgestellt, die das Lernen im Anwendungsfall
‚Instandsetzung‘ integriert.
author:
- first_name: Iris
full_name: Gräßler, Iris
id: '47565'
last_name: Gräßler
orcid: 0000-0001-5765-971X
- first_name: Jens
full_name: Pottebaum, Jens
id: '405'
last_name: Pottebaum
orcid: http://orcid.org/0000-0001-8778-2989
- first_name: Patrick
full_name: Taplick, Patrick
last_name: Taplick
- first_name: Daniel
full_name: Roesmann, Daniel
id: '54680'
last_name: Roesmann
- first_name: Daniel
full_name: Preuß, Daniel
id: '40253'
last_name: Preuß
citation:
ama: 'Gräßler I, Pottebaum J, Taplick P, Roesmann D, Preuß D. Unterstützung des
Lernens für kritische Situationen: Potenzial von Augmented Reality für die Instandsetzung
auf See. In: Lukas U, Bauer K, Dolereit T, eds. Go-3D 2019 “Mit 3D Richtung
Maritim 4.0” - Tagungsband zur Konferenz Go-3D 2019. Fraunhofer Verlag; 2019:45-57.'
apa: 'Gräßler, I., Pottebaum, J., Taplick, P., Roesmann, D., & Preuß, D. (2019).
Unterstützung des Lernens für kritische Situationen: Potenzial von Augmented Reality
für die Instandsetzung auf See. In U. Lukas, K. Bauer, & T. Dolereit (Eds.),
Go-3D 2019 “Mit 3D Richtung Maritim 4.0” - Tagungsband zur Konferenz Go-3D
2019 (pp. 45–57). Fraunhofer Verlag.'
bibtex: '@inproceedings{Gräßler_Pottebaum_Taplick_Roesmann_Preuß_2019, title={Unterstützung
des Lernens für kritische Situationen: Potenzial von Augmented Reality für die
Instandsetzung auf See}, booktitle={Go-3D 2019 “Mit 3D Richtung Maritim 4.0” -
Tagungsband zur Konferenz Go-3D 2019}, publisher={Fraunhofer Verlag}, author={Gräßler,
Iris and Pottebaum, Jens and Taplick, Patrick and Roesmann, Daniel and Preuß,
Daniel}, editor={Lukas, Uwe and Bauer, Kristine and Dolereit, Tim}, year={2019},
pages={45–57} }'
chicago: 'Gräßler, Iris, Jens Pottebaum, Patrick Taplick, Daniel Roesmann, and Daniel
Preuß. “Unterstützung des Lernens für kritische Situationen: Potenzial von Augmented
Reality für die Instandsetzung auf See.” In Go-3D 2019 “Mit 3D Richtung Maritim
4.0” - Tagungsband zur Konferenz Go-3D 2019, edited by Uwe Lukas, Kristine
Bauer, and Tim Dolereit, 45–57. Fraunhofer Verlag, 2019.'
ieee: 'I. Gräßler, J. Pottebaum, P. Taplick, D. Roesmann, and D. Preuß, “Unterstützung
des Lernens für kritische Situationen: Potenzial von Augmented Reality für die
Instandsetzung auf See,” in Go-3D 2019 “Mit 3D Richtung Maritim 4.0” - Tagungsband
zur Konferenz Go-3D 2019, 2019, pp. 45–57.'
mla: 'Gräßler, Iris, et al. “Unterstützung des Lernens für kritische Situationen:
Potenzial von Augmented Reality für die Instandsetzung auf See.” Go-3D 2019
“Mit 3D Richtung Maritim 4.0” - Tagungsband zur Konferenz Go-3D 2019, edited
by Uwe Lukas et al., Fraunhofer Verlag, 2019, pp. 45–57.'
short: 'I. Gräßler, J. Pottebaum, P. Taplick, D. Roesmann, D. Preuß, in: U. Lukas,
K. Bauer, T. Dolereit (Eds.), Go-3D 2019 “Mit 3D Richtung Maritim 4.0” - Tagungsband
zur Konferenz Go-3D 2019, Fraunhofer Verlag, 2019, pp. 45–57.'
date_created: 2021-09-03T06:37:14Z
date_updated: 2023-11-16T09:24:58Z
department:
- _id: '152'
editor:
- first_name: Uwe
full_name: Lukas, Uwe
last_name: Lukas
- first_name: Kristine
full_name: Bauer, Kristine
last_name: Bauer
- first_name: Tim
full_name: Dolereit, Tim
last_name: Dolereit
language:
- iso: ger
page: 45-57
publication: Go-3D 2019 "Mit 3D Richtung Maritim 4.0" - Tagungsband zur Konferenz
Go-3D 2019
publisher: Fraunhofer Verlag
quality_controlled: '1'
status: public
title: 'Unterstützung des Lernens für kritische Situationen: Potenzial von Augmented
Reality für die Instandsetzung auf See'
type: conference
user_id: '405'
year: '2019'
...