---
_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. <i>Design fox X - Beiträge zum 34. DfX-Symposium</i>. Vol 34. ; 2023:163-172.
    doi:<a href="https://doi.org/10.35199/dfx2023.17">10.35199/dfx2023.17</a>'
  apa: Gräßler, I., Özcan, D., &#38; Preuß, D. (2023). KI-basierte Extrahierung von
    Anforderungen aus Regularien für die Automobilentwicklung. In D. Krause, K. Paetzold-Byhain,
    &#38; S. Wartzack (Eds.), <i>Design fox X - Beiträge zum 34. DfX-Symposium</i>
    (Vol. 34, pp. 163–172). <a href="https://doi.org/10.35199/dfx2023.17">https://doi.org/10.35199/dfx2023.17</a>
  bibtex: '@inproceedings{Gräßler_Özcan_Preuß_2023, title={KI-basierte Extrahierung
    von Anforderungen aus Regularien für die Automobilentwicklung}, volume={34}, DOI={<a
    href="https://doi.org/10.35199/dfx2023.17">10.35199/dfx2023.17</a>}, 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 <i>Design fox
    X - Beiträge zum 34. DfX-Symposium</i>, edited by Dieter Krause, Kristin Paetzold-Byhain,
    and Sandro Wartzack, 34:163–72, 2023. <a href="https://doi.org/10.35199/dfx2023.17">https://doi.org/10.35199/dfx2023.17</a>.
  ieee: 'I. Gräßler, D. Özcan, and D. Preuß, “KI-basierte Extrahierung von Anforderungen
    aus Regularien für die Automobilentwicklung,” in <i>Design fox X - Beiträge zum
    34. DfX-Symposium</i>, Radebeul, 2023, vol. 34, pp. 163–172, doi: <a href="https://doi.org/10.35199/dfx2023.17">10.35199/dfx2023.17</a>.'
  mla: Gräßler, Iris, et al. “KI-basierte Extrahierung von Anforderungen aus Regularien
    für die Automobilentwicklung.” <i>Design fox X - Beiträge zum 34. DfX-Symposium</i>,
    edited by Dieter Krause et al., vol. 34, 2023, pp. 163–72, doi:<a href="https://doi.org/10.35199/dfx2023.17">10.35199/dfx2023.17</a>.
  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: <i>Proceedings of the Design Society</i>.
    ; 2023:1595-1604. doi:<a href="https://doi.org/10.1017/pds.2023.160">10.1017/pds.2023.160</a>'
  apa: Gräßler, I., Preuß, D., Brandt, L., &#38; Mohr, M. (2023). Efficient Formalisation
    of Technical Requirements for Generative Engineering. <i>Proceedings of the Design
    Society</i>, 1595–1604. <a href="https://doi.org/10.1017/pds.2023.160">https://doi.org/10.1017/pds.2023.160</a>
  bibtex: '@inproceedings{Gräßler_Preuß_Brandt_Mohr_2023, title={Efficient Formalisation
    of Technical Requirements for Generative Engineering}, DOI={<a href="https://doi.org/10.1017/pds.2023.160">10.1017/pds.2023.160</a>},
    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 <i>Proceedings
    of the Design Society</i>, 1595–1604, 2023. <a href="https://doi.org/10.1017/pds.2023.160">https://doi.org/10.1017/pds.2023.160</a>.
  ieee: 'I. Gräßler, D. Preuß, L. Brandt, and M. Mohr, “Efficient Formalisation of
    Technical Requirements for Generative Engineering,” in <i>Proceedings of the Design
    Society</i>, Bordeaux, 2023, pp. 1595–1604, doi: <a href="https://doi.org/10.1017/pds.2023.160">10.1017/pds.2023.160</a>.'
  mla: Gräßler, Iris, et al. “Efficient Formalisation of Technical Requirements for
    Generative Engineering.” <i>Proceedings of the Design Society</i>, 2023, pp. 1595–604,
    doi:<a href="https://doi.org/10.1017/pds.2023.160">10.1017/pds.2023.160</a>.
  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: '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. <i>Stuttgarter Symposium Für Produktentwicklung SSP 2023</i>. Fraunhofer
    IAO; 2023.'
  apa: Gräßler, I., &#38; Preuß, D. (2023). Automatisierte Abhängigkeitsanalyse von
    Anforderungen zur Wirkkettenmodellierung. In K. Hölzle, M. Kreimeyer, D. Roth,
    T. Maier, &#38; O. Riedel (Eds.), <i>Stuttgarter Symposium für Produktentwicklung
    SSP 2023</i>. 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 <i>Stuttgarter Symposium Für
    Produktentwicklung SSP 2023</i>, 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 <i>Stuttgarter Symposium für Produktentwicklung
    SSP 2023</i>, Stuttgart, 2023.
  mla: Gräßler, Iris, and Daniel Preuß. “Automatisierte Abhängigkeitsanalyse von Anforderungen
    Zur Wirkkettenmodellierung.” <i>Stuttgarter Symposium Für Produktentwicklung SSP
    2023</i>, 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: '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? <i>Softwaretechnik-Trends</i>.
    2022;42(1):15-16.'
  apa: 'Gräßler, I., Preuß, D., &#38; Pottebaum, J. (2022). Extrahierung von Anforderungen
    aus natürlich-sprachlichen Lastenheften: Was erschwert eine KI-basierte Extrahierung?
    <i>Softwaretechnik-Trends</i>, <i>42</i>(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
    &#38; 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?”
    <i>Softwaretechnik-Trends</i> 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?,”
    <i>Softwaretechnik-Trends</i>, 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?” <i>Softwaretechnik-Trends</i>,
    vol. 42, no. 1, Köllen Druck &#38; 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: <jats:title>Abstract</jats:title><jats:p>Requirements 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.</jats:p>
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. <i>Proceedings of the Design Society</i>. 2022;2:1865-1874.
    doi:<a href="https://doi.org/10.1017/pds.2022.189">10.1017/pds.2022.189</a>
  apa: Gräßler, I., Oleff, C., Hieb, M., &#38; Preuß, D. (2022). Automated Requirement
    Dependency Analysis for Complex Technical Systems. <i>Proceedings of the Design
    Society</i>, <i>2</i>, 1865–1874. <a href="https://doi.org/10.1017/pds.2022.189">https://doi.org/10.1017/pds.2022.189</a>
  bibtex: '@article{Gräßler_Oleff_Hieb_Preuß_2022, title={Automated Requirement Dependency
    Analysis for Complex Technical Systems}, volume={2}, DOI={<a href="https://doi.org/10.1017/pds.2022.189">10.1017/pds.2022.189</a>},
    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.” <i>Proceedings
    of the Design Society</i> 2 (2022): 1865–74. <a href="https://doi.org/10.1017/pds.2022.189">https://doi.org/10.1017/pds.2022.189</a>.'
  ieee: 'I. Gräßler, C. Oleff, M. Hieb, and D. Preuß, “Automated Requirement Dependency
    Analysis for Complex Technical Systems,” <i>Proceedings of the Design Society</i>,
    vol. 2, pp. 1865–1874, 2022, doi: <a href="https://doi.org/10.1017/pds.2022.189">10.1017/pds.2022.189</a>.'
  mla: Gräßler, Iris, et al. “Automated Requirement Dependency Analysis for Complex
    Technical Systems.” <i>Proceedings of the Design Society</i>, vol. 2, Cambridge
    University Press (CUP), 2022, pp. 1865–74, doi:<a href="https://doi.org/10.1017/pds.2022.189">10.1017/pds.2022.189</a>.
  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: <i>XXXIII
    ISPIM Innovation Conference Proceedings</i>.  LUT Scientific and Expertise Publications;
    2022.'
  apa: Gräßler, I., Tusek, A. M., Thiele, H., Preuß, D., Grewe, B., &#38; Hieb, M.
    (2022). Literature study on the potential of Artificial Intelligence in Scenario-Technique.
    <i>XXXIII ISPIM Innovation Conference Proceedings</i>. 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 <i>XXXIII ISPIM Innovation Conference Proceedings</i>.
    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.” <i>XXXIII ISPIM Innovation Conference Proceedings</i>,  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: <i>Proceedings of 8th IEEE International Symposium
    on Systems Engineering 2022</i>. ; 2022.'
  apa: Gräßler, I., Preuß, D., Brandt, L., &#38; Mohr, M. (2022). Efficient Extraction
    of Technical Requirements Applying Data Augmentation. <i>Proceedings of 8th IEEE
    International Symposium on Systems Engineering 2022</i>. 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 <i>Proceedings
    of 8th IEEE International Symposium on Systems Engineering 2022</i>. 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.” <i>Proceedings of 8th IEEE International Symposium on Systems
    Engineering 2022</i>, 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: <jats:p>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.</jats:p>
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. <i>Applied Sciences</i>. 2022;12(4).
    doi:<a href="https://doi.org/10.3390/app12041874">10.3390/app12041874</a>
  apa: Gräßler, I., Oleff, C., &#38; Preuß, D. (2022). Proactive Management of Requirement
    Changes in the Development of Complex Technical Systems. <i>Applied Sciences</i>,
    <i>12</i>(4), Article 1874. <a href="https://doi.org/10.3390/app12041874">https://doi.org/10.3390/app12041874</a>
  bibtex: '@article{Gräßler_Oleff_Preuß_2022, title={Proactive Management of Requirement
    Changes in the Development of Complex Technical Systems}, volume={12}, DOI={<a
    href="https://doi.org/10.3390/app12041874">10.3390/app12041874</a>}, 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.” <i>Applied
    Sciences</i> 12, no. 4 (2022). <a href="https://doi.org/10.3390/app12041874">https://doi.org/10.3390/app12041874</a>.
  ieee: 'I. Gräßler, C. Oleff, and D. Preuß, “Proactive Management of Requirement
    Changes in the Development of Complex Technical Systems,” <i>Applied Sciences</i>,
    vol. 12, no. 4, Art. no. 1874, 2022, doi: <a href="https://doi.org/10.3390/app12041874">10.3390/app12041874</a>.'
  mla: Gräßler, Iris, et al. “Proactive Management of Requirement Changes in the Development
    of Complex Technical Systems.” <i>Applied Sciences</i>, vol. 12, no. 4, 1874,
    MDPI AG, 2022, doi:<a href="https://doi.org/10.3390/app12041874">10.3390/app12041874</a>.
  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: <jats:title>Abstract</jats:title><jats:p>Effect 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.</jats:p>
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. <i>Proceedings of the Design Society</i>. 2022;2:1885-1894.
    doi:<a href="https://doi.org/10.1017/pds.2022.191">10.1017/pds.2022.191</a>
  apa: Gräßler, I., Wiechel, D., Koch, A.-S., Preuß, D., &#38; Oleff, C. (2022). Model-Based
    Effect-Chain Analysis for Complex Systems. <i>Proceedings of the Design Society</i>,
    <i>2</i>, 1885–1894. <a href="https://doi.org/10.1017/pds.2022.191">https://doi.org/10.1017/pds.2022.191</a>
  bibtex: '@article{Gräßler_Wiechel_Koch_Preuß_Oleff_2022, title={Model-Based Effect-Chain
    Analysis for Complex Systems}, volume={2}, DOI={<a href="https://doi.org/10.1017/pds.2022.191">10.1017/pds.2022.191</a>},
    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.” <i>Proceedings
    of the Design Society</i> 2 (2022): 1885–94. <a href="https://doi.org/10.1017/pds.2022.191">https://doi.org/10.1017/pds.2022.191</a>.'
  ieee: 'I. Gräßler, D. Wiechel, A.-S. Koch, D. Preuß, and C. Oleff, “Model-Based
    Effect-Chain Analysis for Complex Systems,” <i>Proceedings of the Design Society</i>,
    vol. 2, pp. 1885–1894, 2022, doi: <a href="https://doi.org/10.1017/pds.2022.191">10.1017/pds.2022.191</a>.'
  mla: Gräßler, Iris, et al. “Model-Based Effect-Chain Analysis for Complex Systems.”
    <i>Proceedings of the Design Society</i>, vol. 2, Cambridge University Press (CUP),
    2022, pp. 1885–94, doi:<a href="https://doi.org/10.1017/pds.2022.191">10.1017/pds.2022.191</a>.
  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. <i>Digital-Fachtagung VDI Mechatronik 2021;
    24. - 25. Mrz. 2021</i>. ; 2021:68-73.'
  apa: Gräßler, I., &#38; Preuß, D. (2021). Anwendbarkeit von Requirement Mining in
    Benutzerrezensionen für die Entwicklung mechatronischer Produkte im B2C-Markt.
    In T. Bertram, B. Corves, K. Janschek, &#38; S. Rinderknecht (Eds.), <i>Digital-Fachtagung
    VDI Mechatronik 2021; 24. - 25. Mrz. 2021</i> (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 <i>Digital-Fachtagung VDI Mechatronik 2021; 24. - 25. Mrz. 2021</i>, 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 <i>Digital-Fachtagung
    VDI Mechatronik 2021; 24. - 25. Mrz. 2021</i>, 2021, pp. 68–73.
  mla: Gräßler, Iris, and Daniel Preuß. “Anwendbarkeit von Requirement Mining in Benutzerrezensionen
    für die Entwicklung mechatronischer Produkte im B2C-Markt.” <i>Digital-Fachtagung
    VDI Mechatronik 2021; 24. - 25. Mrz. 2021</i>, 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., &#38; Preuß, D. (2021). <i>Holistic change propagation
    and impact analysis in requirements management</i> (B. Wagner &#38; 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. <i>Holistic Change Propagation and Impact Analysis in
    Requirements Management</i>. 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: '24037'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Innovation 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 &amp; 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.</jats:p>
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. <i>Proceedings of the Design Society</i>. 2021;1:1687-1696.
    doi:<a href="https://doi.org/10.1017/pds.2021.430">10.1017/pds.2021.430</a>
  apa: Gräßler, I., Pottebaum, J., Oleff, C., &#38; Preuß, D. (2021). Handling of
    explicit Uncertainty in Requirements Change Management. <i>Proceedings of the
    Design Society</i>, <i>1</i>, 1687–1696. <a href="https://doi.org/10.1017/pds.2021.430">https://doi.org/10.1017/pds.2021.430</a>
  bibtex: '@article{Gräßler_Pottebaum_Oleff_Preuß_2021, title={Handling of explicit
    Uncertainty in Requirements Change Management}, volume={1}, DOI={<a href="https://doi.org/10.1017/pds.2021.430">10.1017/pds.2021.430</a>},
    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.” <i>Proceedings of
    the Design Society</i> 1 (2021): 1687–96. <a href="https://doi.org/10.1017/pds.2021.430">https://doi.org/10.1017/pds.2021.430</a>.'
  ieee: 'I. Gräßler, J. Pottebaum, C. Oleff, and D. Preuß, “Handling of explicit Uncertainty
    in Requirements Change Management,” <i>Proceedings of the Design Society</i>,
    vol. 1, pp. 1687–1696, 2021, doi: <a href="https://doi.org/10.1017/pds.2021.430">10.1017/pds.2021.430</a>.'
  mla: Gräßler, Iris, et al. “Handling of Explicit Uncertainty in Requirements Change
    Management.” <i>Proceedings of the Design Society</i>, vol. 1, 2021, pp. 1687–96,
    doi:<a href="https://doi.org/10.1017/pds.2021.430">10.1017/pds.2021.430</a>.
  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: '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: <i>54th CIRP Conference
    on Manufacturing Systems</i>. ; 2021. doi:<a href="https://doi.org/10.1016/j.procir.2021.11.209
    ">https://doi.org/10.1016/j.procir.2021.11.209 </a>'
  apa: Gräßler, I., Roesmann, D., Wiechel, D., Preuß, D., &#38; Pottebaum, J. (2021).
    Determine similarity of assembly operations using semantic technology. <i>54th
    CIRP Conference on Manufacturing Systems</i>. CIRP CMS 2021 - 54th CIRP Conference
    on Manufacturing Systems, 2021, Athens. <a href="https://doi.org/10.1016/j.procir.2021.11.209
    ">https://doi.org/10.1016/j.procir.2021.11.209 </a>
  bibtex: '@inproceedings{Gräßler_Roesmann_Wiechel_Preuß_Pottebaum_2021, title={Determine
    similarity of assembly operations using semantic technology}, DOI={<a href="https://doi.org/10.1016/j.procir.2021.11.209
    ">https://doi.org/10.1016/j.procir.2021.11.209 </a>}, 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 <i>54th CIRP Conference on Manufacturing Systems</i>, 2021. <a href="https://doi.org/10.1016/j.procir.2021.11.209
    ">https://doi.org/10.1016/j.procir.2021.11.209 </a>.
  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: <a href="https://doi.org/10.1016/j.procir.2021.11.209 ">https://doi.org/10.1016/j.procir.2021.11.209
    </a>.'
  mla: Gräßler, Iris, et al. “Determine Similarity of Assembly Operations Using Semantic
    Technology.” <i>54th CIRP Conference on Manufacturing Systems</i>, 2021, doi:<a
    href="https://doi.org/10.1016/j.procir.2021.11.209 ">https://doi.org/10.1016/j.procir.2021.11.209
    </a>.
  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. <i>VDI/VDE 2206 - Entwicklung mechatronischer
    und cyber-physischer Systeme</i>. 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., &#38; Stollt, G. (2021).
    <i>VDI/VDE 2206 - Entwicklung mechatronischer und cyber-physischer Systeme</i>.
    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. <i>VDI/VDE 2206 - Entwicklung mechatronischer
    und cyber-physischer Systeme</i>. VDI/VDE 2206:2021-11. Ed.: VDI/VDE-Gesellschaft
    Mess- und Automatisierungstechnik, 2021.'
  ieee: 'I. Gräßler <i>et al.</i>, <i>VDI/VDE 2206 - Entwicklung mechatronischer und
    cyber-physischer Systeme</i>. Ed.: VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik,
    2021.'
  mla: 'Gräßler, Iris, et al. <i>VDI/VDE 2206 - Entwicklung mechatronischer und cyber-physischer
    Systeme</i>. 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: '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. <i>Proceedings of the
    31st Symposium Design for X (DFX2020); 16. - 18. Sep. 2020</i>. ; 2020:199-208.
    doi:<a href="https://doi.org/10.35199/dfx2020.21">10.35199/dfx2020.21</a>'
  apa: Gräßler, I., Preuß, D., &#38; Oleff, C. (2020). Automatisierte Identifikation
    und Charakterisierung von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich
    von Lösungsansätzen. In D. Krause, K. Paetzold, S. Wartzack, &#38; Design Society
    (Eds.), <i>Proceedings of the 31st Symposium Design for X (DFX2020); 16. - 18.
    Sep. 2020</i> (pp. 199–208). <a href="https://doi.org/10.35199/dfx2020.21">https://doi.org/10.35199/dfx2020.21</a>
  bibtex: '@inproceedings{Gräßler_Preuß_Oleff_2020, title={Automatisierte Identifikation
    und Charakterisierung von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich
    von Lösungsansätzen}, DOI={<a href="https://doi.org/10.35199/dfx2020.21">10.35199/dfx2020.21</a>},
    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 <i>Proceedings of the 31st Symposium Design for X (DFX2020);
    16. - 18. Sep. 2020</i>, edited by Dieter Krause, Kristin Paetzold, Sandro Wartzack,
    and Design Society, 199–208, 2020. <a href="https://doi.org/10.35199/dfx2020.21">https://doi.org/10.35199/dfx2020.21</a>.
  ieee: I. Gräßler, D. Preuß, and C. Oleff, “Automatisierte Identifikation und Charakterisierung
    von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich von Lösungsansätzen,”
    in <i>Proceedings of the 31st Symposium Design for X (DFX2020); 16. - 18. Sep.
    2020</i>, 2020, pp. 199–208.
  mla: Gräßler, Iris, et al. “Automatisierte Identifikation und Charakterisierung
    von Anforderungsabhängigkeiten – Literaturstudie zum Vergleich von Lösungsansätzen.”
    <i>Proceedings of the 31st Symposium Design for X (DFX2020); 16. - 18. Sep. 2020</i>,
    edited by Dieter Krause et al., 2020, pp. 199–208, doi:<a href="https://doi.org/10.35199/dfx2020.21">10.35199/dfx2020.21</a>.
  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. <i>Go-3D 2019 “Mit 3D Richtung
    Maritim 4.0” - Tagungsband zur Konferenz Go-3D 2019</i>. Fraunhofer Verlag; 2019:45-57.'
  apa: 'Gräßler, I., Pottebaum, J., Taplick, P., Roesmann, D., &#38; Preuß, D. (2019).
    Unterstützung des Lernens für kritische Situationen: Potenzial von Augmented Reality
    für die Instandsetzung auf See. In U. Lukas, K. Bauer, &#38; T. Dolereit (Eds.),
    <i>Go-3D 2019 “Mit 3D Richtung Maritim 4.0” - Tagungsband zur Konferenz Go-3D
    2019</i> (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 <i>Go-3D 2019 “Mit 3D Richtung Maritim
    4.0” - Tagungsband zur Konferenz Go-3D 2019</i>, 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 <i>Go-3D 2019 “Mit 3D Richtung Maritim 4.0” - Tagungsband
    zur Konferenz Go-3D 2019</i>, 2019, pp. 45–57.'
  mla: 'Gräßler, Iris, et al. “Unterstützung des Lernens für kritische Situationen:
    Potenzial von Augmented Reality für die Instandsetzung auf See.” <i>Go-3D 2019
    “Mit 3D Richtung Maritim 4.0” - Tagungsband zur Konferenz Go-3D 2019</i>, 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'
...