---
_id: '23803'
author:
- first_name: Alexander
  full_name: Reitz, Alexander
  id: '24803'
  last_name: Reitz
  orcid: 0000-0001-9047-467X
- first_name: Olexandr
  full_name: Grydin, Olexandr
  id: '43822'
  last_name: Grydin
- first_name: Mirko
  full_name: Schaper, Mirko
  id: '43720'
  last_name: Schaper
citation:
  ama: Reitz A, Grydin O, Schaper M. Characterization of phase transformations during
    graded thermo- mechanical treatment of steel 22MnB5 by means of optical methods
    . <i>Materials Data for Smart Forming Technologies</i>. Published online 2021.
  apa: Reitz, A., Grydin, O., &#38; Schaper, M. (2021). Characterization of phase
    transformations during graded thermo- mechanical treatment of steel 22MnB5 by
    means of optical methods . <i>Materials Data for Smart Forming Technologies</i>.
    Meform 2021, Freiberg.
  bibtex: '@article{Reitz_Grydin_Schaper_2021, title={Characterization of phase transformations
    during graded thermo- mechanical treatment of steel 22MnB5 by means of optical
    methods }, journal={Materials Data for Smart Forming Technologies}, author={Reitz,
    Alexander and Grydin, Olexandr and Schaper, Mirko}, year={2021} }'
  chicago: Reitz, Alexander, Olexandr Grydin, and Mirko Schaper. “Characterization
    of Phase Transformations during Graded Thermo- Mechanical Treatment of Steel 22MnB5
    by Means of Optical Methods .” <i>Materials Data for Smart Forming Technologies</i>,
    2021.
  ieee: A. Reitz, O. Grydin, and M. Schaper, “Characterization of phase transformations
    during graded thermo- mechanical treatment of steel 22MnB5 by means of optical
    methods ,” <i>Materials Data for Smart Forming Technologies</i>, 2021.
  mla: Reitz, Alexander, et al. “Characterization of Phase Transformations during
    Graded Thermo- Mechanical Treatment of Steel 22MnB5 by Means of Optical Methods
    .” <i>Materials Data for Smart Forming Technologies</i>, 2021.
  short: A. Reitz, O. Grydin, M. Schaper, Materials Data for Smart Forming Technologies
    (2021).
conference:
  location: Freiberg
  name: Meform 2021
  start_date: 2021-03-18
date_created: 2021-09-06T13:28:04Z
date_updated: 2023-06-01T14:40:32Z
department:
- _id: '158'
- _id: '321'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://tu-freiberg.de/sites/default/files/media/institut-fuer-metallformung-13630/MEFORM2020/meform_2021_journal.pdf
oa: '1'
publication: Materials Data for Smart Forming Technologies
publication_status: published
quality_controlled: '1'
status: public
title: 'Characterization of phase transformations during graded thermo- mechanical
  treatment of steel 22MnB5 by means of optical methods '
type: journal_article
user_id: '43720'
year: '2021'
...
---
_id: '21545'
author:
- first_name: Lukas
  full_name: Masendorf, Lukas
  last_name: Masendorf
- first_name: Michael
  full_name: Wächter, Michael
  last_name: Wächter
- first_name: Alfons
  full_name: Esderts, Alfons
  last_name: Esderts
- first_name: Mortaza
  full_name: Otroshi, Mortaza
  id: '71269'
  last_name: Otroshi
  orcid: 0000-0002-8652-9209
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
citation:
  ama: Masendorf L, Wächter M, Esderts A, Otroshi M, Meschut G. Service life estimation
    of self‐piercing riveted joints by linear damage accumulation. <i>Fatigue &#38;
    Fracture of Engineering Materials &#38; Structures</i>. Published online 2021:15.
    doi:<a href="https://doi.org/10.1111/ffe.13446">10.1111/ffe.13446</a>
  apa: Masendorf, L., Wächter, M., Esderts, A., Otroshi, M., &#38; Meschut, G. (2021).
    Service life estimation of self‐piercing riveted joints by linear damage accumulation.
    <i>Fatigue &#38; Fracture of Engineering Materials &#38; Structures</i>, 15. <a
    href="https://doi.org/10.1111/ffe.13446">https://doi.org/10.1111/ffe.13446</a>
  bibtex: '@article{Masendorf_Wächter_Esderts_Otroshi_Meschut_2021, title={Service
    life estimation of self‐piercing riveted joints by linear damage accumulation},
    DOI={<a href="https://doi.org/10.1111/ffe.13446">10.1111/ffe.13446</a>}, journal={Fatigue
    &#38; Fracture of Engineering Materials &#38; Structures}, author={Masendorf,
    Lukas and Wächter, Michael and Esderts, Alfons and Otroshi, Mortaza and Meschut,
    Gerson}, year={2021}, pages={15} }'
  chicago: Masendorf, Lukas, Michael Wächter, Alfons Esderts, Mortaza Otroshi, and
    Gerson Meschut. “Service Life Estimation of Self‐piercing Riveted Joints by Linear
    Damage Accumulation.” <i>Fatigue &#38; Fracture of Engineering Materials &#38;
    Structures</i>, 2021, 15. <a href="https://doi.org/10.1111/ffe.13446">https://doi.org/10.1111/ffe.13446</a>.
  ieee: 'L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, and G. Meschut, “Service
    life estimation of self‐piercing riveted joints by linear damage accumulation,”
    <i>Fatigue &#38; Fracture of Engineering Materials &#38; Structures</i>, p. 15,
    2021, doi: <a href="https://doi.org/10.1111/ffe.13446">10.1111/ffe.13446</a>.'
  mla: Masendorf, Lukas, et al. “Service Life Estimation of Self‐piercing Riveted
    Joints by Linear Damage Accumulation.” <i>Fatigue &#38; Fracture of Engineering
    Materials &#38; Structures</i>, 2021, p. 15, doi:<a href="https://doi.org/10.1111/ffe.13446">10.1111/ffe.13446</a>.
  short: L. Masendorf, M. Wächter, A. Esderts, M. Otroshi, G. Meschut, Fatigue &#38;
    Fracture of Engineering Materials &#38; Structures (2021) 15.
date_created: 2021-03-19T11:44:35Z
date_updated: 2023-06-06T14:24:51Z
department:
- _id: '157'
doi: 10.1111/ffe.13446
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: '15'
publication: Fatigue & Fracture of Engineering Materials & Structures
publication_identifier:
  issn:
  - 8756-758X
  - 1460-2695
publication_status: published
quality_controlled: '1'
status: public
title: Service life estimation of self‐piercing riveted joints by linear damage accumulation
type: journal_article
user_id: '14931'
year: '2021'
...
---
_id: '45788'
author:
- first_name: Jonas
  full_name: Bülling, Jonas
  last_name: Bülling
citation:
  ama: 'Bülling J. <i>Political Speaker Transfer: Learning to Generate Text in the
    Styles of Barack Obama and Donald Trump</i>.; 2021.'
  apa: 'Bülling, J. (2021). <i>Political Speaker Transfer: Learning to Generate Text
    in the Styles of Barack Obama and Donald Trump</i>.'
  bibtex: '@book{Bülling_2021, title={Political Speaker Transfer: Learning to Generate
    Text in the Styles of Barack Obama and Donald Trump}, author={Bülling, Jonas},
    year={2021} }'
  chicago: 'Bülling, Jonas. <i>Political Speaker Transfer: Learning to Generate Text
    in the Styles of Barack Obama and Donald Trump</i>, 2021.'
  ieee: 'J. Bülling, <i>Political Speaker Transfer: Learning to Generate Text in the
    Styles of Barack Obama and Donald Trump</i>. 2021.'
  mla: 'Bülling, Jonas. <i>Political Speaker Transfer: Learning to Generate Text in
    the Styles of Barack Obama and Donald Trump</i>. 2021.'
  short: 'J. Bülling, Political Speaker Transfer: Learning to Generate Text in the
    Styles of Barack Obama and Donald Trump, 2021.'
date_created: 2023-06-27T12:54:30Z
date_updated: 2023-07-05T07:32:18Z
department:
- _id: '600'
language:
- iso: eng
project:
- _id: '9'
  grant_number: '160364472'
  name: 'SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject
    B1)'
- _id: '1'
  grant_number: '160364472'
  name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
    in dynamischen Märkten '
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
status: public
supervisor:
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
title: 'Political Speaker Transfer: Learning to Generate Text in the Styles of Barack
  Obama and Donald Trump'
type: mastersthesis
user_id: '477'
year: '2021'
...
---
_id: '45787'
author:
- first_name: Avishek
  full_name: Mishra, Avishek
  last_name: Mishra
citation:
  ama: Mishra A. <i>Computational Text Professionalization Using Neural Sequence-to-Sequence
    Models</i>.; 2021.
  apa: Mishra, A. (2021). <i>Computational Text Professionalization using Neural Sequence-to-Sequence
    Models</i>.
  bibtex: '@book{Mishra_2021, title={Computational Text Professionalization using
    Neural Sequence-to-Sequence Models}, author={Mishra, Avishek}, year={2021} }'
  chicago: Mishra, Avishek. <i>Computational Text Professionalization Using Neural
    Sequence-to-Sequence Models</i>, 2021.
  ieee: A. Mishra, <i>Computational Text Professionalization using Neural Sequence-to-Sequence
    Models</i>. 2021.
  mla: Mishra, Avishek. <i>Computational Text Professionalization Using Neural Sequence-to-Sequence
    Models</i>. 2021.
  short: A. Mishra, Computational Text Professionalization Using Neural Sequence-to-Sequence
    Models, 2021.
date_created: 2023-06-27T12:51:08Z
date_updated: 2023-07-05T07:32:50Z
department:
- _id: '600'
language:
- iso: eng
project:
- _id: '9'
  grant_number: '160364472'
  name: 'SFB 901 - B1: SFB 901 - Parametrisierte Servicespezifikation (Subproject
    B1)'
- _id: '1'
  grant_number: '160364472'
  name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
    in dynamischen Märkten '
- _id: '3'
  name: 'SFB 901 - B: SFB 901 - Project Area B'
status: public
supervisor:
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
title: Computational Text Professionalization using Neural Sequence-to-Sequence Models
type: mastersthesis
user_id: '477'
year: '2021'
...
---
_id: '46563'
author:
- first_name: Christopher
  full_name: Georgi, Christopher
  id: '78730'
  last_name: Georgi
citation:
  ama: Georgi C. Sprache in Politik und Gesellschaft. Perspektiven und Zugänge. Bericht
    von der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache (als Online-Konferenz),
    9. bis 11. März 2021. <i>Sprachreport</i>. 2021;(2):14–21.
  apa: Georgi, C. (2021). Sprache in Politik und Gesellschaft. Perspektiven und Zugänge.
    Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache (als
    Online-Konferenz), 9. bis 11. März 2021. <i>Sprachreport</i>, <i>2</i>, 14–21.
  bibtex: '@article{Georgi_2021, title={Sprache in Politik und Gesellschaft. Perspektiven
    und Zugänge. Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche
    Sprache (als Online-Konferenz), 9. bis 11. März 2021}, number={2}, journal={Sprachreport},
    author={Georgi, Christopher}, year={2021}, pages={14–21} }'
  chicago: 'Georgi, Christopher. “Sprache in Politik und Gesellschaft. Perspektiven
    und Zugänge. Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche
    Sprache (als Online-Konferenz), 9. bis 11. März 2021.” <i>Sprachreport</i>, no.
    2 (2021): 14–21.'
  ieee: C. Georgi, “Sprache in Politik und Gesellschaft. Perspektiven und Zugänge.
    Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache (als
    Online-Konferenz), 9. bis 11. März 2021,” <i>Sprachreport</i>, no. 2, pp. 14–21,
    2021.
  mla: Georgi, Christopher. “Sprache in Politik und Gesellschaft. Perspektiven und
    Zugänge. Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache
    (als Online-Konferenz), 9. bis 11. März 2021.” <i>Sprachreport</i>, no. 2, 2021,
    pp. 14–21.
  short: C. Georgi, Sprachreport (2021) 14–21.
date_created: 2023-08-17T09:26:32Z
date_updated: 2023-08-17T09:26:41Z
issue: '2'
language:
- iso: ger
page: 14–21
publication: Sprachreport
status: public
title: Sprache in Politik und Gesellschaft. Perspektiven und Zugänge. Bericht von
  der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache (als Online-Konferenz),
  9. bis 11. März 2021
type: journal_article
user_id: '78730'
year: '2021'
...
---
_id: '46562'
author:
- first_name: Christopher
  full_name: Georgi, Christopher
  id: '78730'
  last_name: Georgi
citation:
  ama: Georgi C. Sprache in Politik und Gesellschaft. Perspektiven und Zugänge. Bericht
    von der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache, 9. bis 11.
    März 2021. <i>Deutsche Sprache</i>. 2021;3:279–283.
  apa: Georgi, C. (2021). Sprache in Politik und Gesellschaft. Perspektiven und Zugänge.
    Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache, 9.
    bis 11. März 2021. <i>Deutsche Sprache</i>, <i>3</i>, 279–283.
  bibtex: '@article{Georgi_2021, title={Sprache in Politik und Gesellschaft. Perspektiven
    und Zugänge. Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche
    Sprache, 9. bis 11. März 2021}, volume={3}, journal={Deutsche Sprache}, author={Georgi,
    Christopher}, year={2021}, pages={279–283} }'
  chicago: 'Georgi, Christopher. “Sprache in Politik und Gesellschaft. Perspektiven
    und Zugänge. Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche
    Sprache, 9. bis 11. März 2021.” <i>Deutsche Sprache</i> 3 (2021): 279–283.'
  ieee: C. Georgi, “Sprache in Politik und Gesellschaft. Perspektiven und Zugänge.
    Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache, 9.
    bis 11. März 2021,” <i>Deutsche Sprache</i>, vol. 3, pp. 279–283, 2021.
  mla: Georgi, Christopher. “Sprache in Politik und Gesellschaft. Perspektiven und
    Zugänge. Bericht von der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache,
    9. bis 11. März 2021.” <i>Deutsche Sprache</i>, vol. 3, 2021, pp. 279–283.
  short: C. Georgi, Deutsche Sprache 3 (2021) 279–283.
date_created: 2023-08-17T09:25:00Z
date_updated: 2023-08-17T09:25:27Z
intvolume: '         3'
language:
- iso: ger
page: 279–283
publication: Deutsche Sprache
status: public
title: Sprache in Politik und Gesellschaft. Perspektiven und Zugänge. Bericht von
  der 57. Jahrestagung des Leibniz-Instituts für Deutsche Sprache, 9. bis 11. März
  2021
type: journal_article
user_id: '78730'
volume: 3
year: '2021'
...
---
_id: '46629'
author:
- first_name: Nerea
  full_name: Vöing, Nerea
  id: '5054'
  last_name: Vöing
- first_name: Jonas
  full_name: Leschke, Jonas
  last_name: Leschke
- first_name: Martin
  full_name: Daumiller, Martin
  last_name: Daumiller
citation:
  ama: Vöing N, Leschke J, Daumiller M. „Evidenz“, was meinen Sie damit? – Eine Interviewstudie
    zum Verständnis von Hochschullehrenden vom Evidenzbegriff. <i>ZFHE</i>. 2021;16(3):199-216.
    doi:<a href="https://doi.org/10.3217/zfhe-16-03/12">10.3217/zfhe-16-03/12</a>
  apa: Vöing, N., Leschke, J., &#38; Daumiller, M. (2021). „Evidenz“, was meinen Sie
    damit? – Eine Interviewstudie zum Verständnis von Hochschullehrenden vom Evidenzbegriff.
    <i>ZFHE</i>, <i>16</i>(3), 199–216. <a href="https://doi.org/10.3217/zfhe-16-03/12">https://doi.org/10.3217/zfhe-16-03/12</a>
  bibtex: '@article{Vöing_Leschke_Daumiller_2021, title={„Evidenz“, was meinen Sie
    damit? – Eine Interviewstudie zum Verständnis von Hochschullehrenden vom Evidenzbegriff},
    volume={16}, DOI={<a href="https://doi.org/10.3217/zfhe-16-03/12">10.3217/zfhe-16-03/12</a>},
    number={3}, journal={ZFHE}, author={Vöing, Nerea and Leschke, Jonas and Daumiller,
    Martin}, year={2021}, pages={199–216} }'
  chicago: 'Vöing, Nerea, Jonas Leschke, and Martin Daumiller. “„Evidenz“, was meinen
    Sie damit? – Eine Interviewstudie zum Verständnis von Hochschullehrenden vom Evidenzbegriff.”
    <i>ZFHE</i> 16, no. 3 (2021): 199–216. <a href="https://doi.org/10.3217/zfhe-16-03/12">https://doi.org/10.3217/zfhe-16-03/12</a>.'
  ieee: 'N. Vöing, J. Leschke, and M. Daumiller, “„Evidenz“, was meinen Sie damit?
    – Eine Interviewstudie zum Verständnis von Hochschullehrenden vom Evidenzbegriff,”
    <i>ZFHE</i>, vol. 16, no. 3, pp. 199–216, 2021, doi: <a href="https://doi.org/10.3217/zfhe-16-03/12">10.3217/zfhe-16-03/12</a>.'
  mla: Vöing, Nerea, et al. “„Evidenz“, was meinen Sie damit? – Eine Interviewstudie
    zum Verständnis von Hochschullehrenden vom Evidenzbegriff.” <i>ZFHE</i>, vol.
    16, no. 3, 2021, pp. 199–216, doi:<a href="https://doi.org/10.3217/zfhe-16-03/12">10.3217/zfhe-16-03/12</a>.
  short: N. Vöing, J. Leschke, M. Daumiller, ZFHE 16 (2021) 199–216.
date_created: 2023-08-22T11:24:25Z
date_updated: 2023-08-22T11:24:33Z
doi: 10.3217/zfhe-16-03/12
intvolume: '        16'
issue: '3'
language:
- iso: ger
main_file_link:
- url: https://www.zfhe.at/index.php/zfhe/article/view/1508
page: 199-216
publication: ZFHE
publication_status: published
status: public
title: „Evidenz“, was meinen Sie damit? – Eine Interviewstudie zum Verständnis von
  Hochschullehrenden vom Evidenzbegriff
type: journal_article
user_id: '5054'
volume: 16
year: '2021'
...
---
_id: '46106'
author:
- first_name: Maria
  full_name: Erofeeva, Maria
  last_name: Erofeeva
- first_name: Nils Oliver
  full_name: Klowait, Nils Oliver
  last_name: Klowait
citation:
  ama: 'Erofeeva M, Klowait NO. The Impact of Virtual Reality, Augmented Reality,
    and Interactive Whiteboards on the Attention Management in Secondary School STEM
    Teaching. In: <i>2021 7th International Conference of the Immersive Learning Research
    Network (ILRN)</i>. IEEE; 2021. doi:<a href="https://doi.org/10.23919/ilrn52045.2021.9459318">10.23919/ilrn52045.2021.9459318</a>'
  apa: Erofeeva, M., &#38; Klowait, N. O. (2021). The Impact of Virtual Reality, Augmented
    Reality, and Interactive Whiteboards on the Attention Management in Secondary
    School STEM Teaching. <i>2021 7th International Conference of the Immersive Learning
    Research Network (ILRN)</i>. <a href="https://doi.org/10.23919/ilrn52045.2021.9459318">https://doi.org/10.23919/ilrn52045.2021.9459318</a>
  bibtex: '@inproceedings{Erofeeva_Klowait_2021, title={The Impact of Virtual Reality,
    Augmented Reality, and Interactive Whiteboards on the Attention Management in
    Secondary School STEM Teaching}, DOI={<a href="https://doi.org/10.23919/ilrn52045.2021.9459318">10.23919/ilrn52045.2021.9459318</a>},
    booktitle={2021 7th International Conference of the Immersive Learning Research
    Network (iLRN)}, publisher={IEEE}, author={Erofeeva, Maria and Klowait, Nils Oliver},
    year={2021} }'
  chicago: Erofeeva, Maria, and Nils Oliver Klowait. “The Impact of Virtual Reality,
    Augmented Reality, and Interactive Whiteboards on the Attention Management in
    Secondary School STEM Teaching.” In <i>2021 7th International Conference of the
    Immersive Learning Research Network (ILRN)</i>. IEEE, 2021. <a href="https://doi.org/10.23919/ilrn52045.2021.9459318">https://doi.org/10.23919/ilrn52045.2021.9459318</a>.
  ieee: 'M. Erofeeva and N. O. Klowait, “The Impact of Virtual Reality, Augmented
    Reality, and Interactive Whiteboards on the Attention Management in Secondary
    School STEM Teaching,” 2021, doi: <a href="https://doi.org/10.23919/ilrn52045.2021.9459318">10.23919/ilrn52045.2021.9459318</a>.'
  mla: Erofeeva, Maria, and Nils Oliver Klowait. “The Impact of Virtual Reality, Augmented
    Reality, and Interactive Whiteboards on the Attention Management in Secondary
    School STEM Teaching.” <i>2021 7th International Conference of the Immersive Learning
    Research Network (ILRN)</i>, IEEE, 2021, doi:<a href="https://doi.org/10.23919/ilrn52045.2021.9459318">10.23919/ilrn52045.2021.9459318</a>.
  short: 'M. Erofeeva, N.O. Klowait, in: 2021 7th International Conference of the
    Immersive Learning Research Network (ILRN), IEEE, 2021.'
date_created: 2023-07-20T11:48:44Z
date_updated: 2023-08-30T19:30:14Z
department:
- _id: '603'
doi: 10.23919/ilrn52045.2021.9459318
extern: '1'
language:
- iso: eng
publication: 2021 7th International Conference of the Immersive Learning Research
  Network (iLRN)
publication_status: published
publisher: IEEE
status: public
title: The Impact of Virtual Reality, Augmented Reality, and Interactive Whiteboards
  on the Attention Management in Secondary School STEM Teaching
type: conference
user_id: '98454'
year: '2021'
...
---
_id: '43005'
author:
- first_name: Roland
  full_name: Gawlikowicz, Roland
  last_name: Gawlikowicz
citation:
  ama: Gawlikowicz R. <i>Untersuchung von Polymer-Dry-Blends und Bewertung ihrer Verarbeitungseigenschaften
    für  den Lasersinterprozess (Studienarbeit)</i>.; 2021.
  apa: Gawlikowicz, R. (2021). <i>Untersuchung von Polymer-Dry-Blends und Bewertung
    ihrer Verarbeitungseigenschaften für  den Lasersinterprozess (Studienarbeit)</i>.
  bibtex: '@book{Gawlikowicz_2021, place={Paderborn}, title={Untersuchung von Polymer-Dry-Blends
    und Bewertung ihrer Verarbeitungseigenschaften für  den Lasersinterprozess (Studienarbeit)},
    author={Gawlikowicz, Roland}, year={2021} }'
  chicago: Gawlikowicz, Roland. <i>Untersuchung von Polymer-Dry-Blends und Bewertung
    ihrer Verarbeitungseigenschaften für  den Lasersinterprozess (Studienarbeit)</i>.
    Paderborn, 2021.
  ieee: R. Gawlikowicz, <i>Untersuchung von Polymer-Dry-Blends und Bewertung ihrer
    Verarbeitungseigenschaften für  den Lasersinterprozess (Studienarbeit)</i>. Paderborn,
    2021.
  mla: Gawlikowicz, Roland. <i>Untersuchung von Polymer-Dry-Blends und Bewertung ihrer
    Verarbeitungseigenschaften für  den Lasersinterprozess (Studienarbeit)</i>. 2021.
  short: R. Gawlikowicz, Untersuchung von Polymer-Dry-Blends und Bewertung ihrer Verarbeitungseigenschaften
    für  den Lasersinterprozess (Studienarbeit), Paderborn, 2021.
date_created: 2023-03-14T09:03:58Z
date_updated: 2023-09-07T11:59:17Z
department:
- _id: '150'
- _id: '624'
- _id: '219'
- _id: '9'
language:
- iso: ger
place: Paderborn
status: public
supervisor:
- first_name: Ivo
  full_name: Kletetzka, Ivo
  id: '50769'
  last_name: Kletetzka
- first_name: Hans-Joachim
  full_name: Schmid, Hans-Joachim
  id: '464'
  last_name: Schmid
  orcid: 000-0001-8590-1921
title: Untersuchung von Polymer-Dry-Blends und Bewertung ihrer Verarbeitungseigenschaften
  für  den Lasersinterprozess (Studienarbeit)
type: mastersthesis
user_id: '50769'
year: '2021'
...
---
_id: '21630'
abstract:
- lang: ger
  text: Eine zustandsbasierte Instandhaltungsstrategie reduziert das Risiko eines
    Ausfalls eines technischen Systems bei gleichzeitig hoher Ausnutzung und planbaren
    Instandhaltungsmaßnahmen. Das Ziel dieser Arbeit liegt in der Entwicklung einer
    Zustandsüberwachung für Gummi-Metall-Elemente. Die Herausforderungen dieser Zustandsüberwachung
    leiten sich aus dem viskoelastischen Verhalten sowie dem komplexen Degradationsverhalten
    der Elemente ab. Infolge der daraus resultierenden Unsicherheiten werden die Elemente
    heutzutage präventiv instandgehalten. In Lebensdauerversuchen der Gummi-Metall-Elemente
    werden drei Messgrößen detektiert. Dabei wird mit der Temperatur eine Messgröße
    identifiziert, die am geeignetsten zur Beschreibung des Zustands der Elemente
    ist. Generell wird die Genauigkeit einer Zustandsüberwachung durch verschiedene
    Unsicherheiten beeinflusst. Für die Prognose der nutzbaren Restlebensdauer der
    Gummi-Metall-Elemente wird das Partikelfilter, eine verbreitete modellbasierte
    Methode zur Zustandsüberwachung technischer Systeme, weiterentwickelt, um Unsicherheiten
    im Verhalten und der Degradation der Elemente zu berücksichtigen. Anhand der Ergebnisse
    wird belegt, dass aufbauend auf dieser Zustandsüberwachung die Ausnutzung der
    Gummi-Metall-Elemente in realen Anwendungen durch eine präventive Instandhaltung
    erhöht werden kann. Damit bildet diese Arbeit die Basis für zukünftige, prädiktive
    Instandhaltungskonzepte für diese Elemente. Weiterhin bestätigt die Arbeit, dass
    eine Berücksichtigung vorliegender Unsicherheiten zu einem frühen Zeitpunkt im
    Entwicklungsprozess des Zustandsüberwachungssystems empfehlenswert ist.
- lang: eng
  text: With condition-based maintenance, the risk of system failure is reduced while
    maximizing system utilization and ensuring a predictable maintenance schedule.
    The aim of this thesis is the development of a condition monitoring system of
    rubber-metal-elements. Due to the viscoelasticity and the complex degradation
    behavior of the elements, they are currently maintained preventively. During lifetime
    tests of the rubber-metal-elements, three measurement quantities are acquired.
    Thereby, temperature is identified as the most suitable measurement quantity to
    describe the rubber-metal-elements state. The accuracy of a condition monitoring
    system is generally influenced by various uncertainties. To consider available
    uncertainties within the behavior and the degradation of the elements, the particle
    filter, a state-of-the-art model-based method for predicting remaining useful
    life, is enhanced and employed. The results prove that the developed condition
    monitoring system enables an increased utilization of rubber-metal-elements in
    real applications through predictive maintenance. This thesis provides the basis
    for future concepts of predictive maintenance for rubber-metal-elements. Moreover,
    it is recommended to take uncertainties into account at an early stage of the
    development process of condition monitoring systems.
author:
- first_name: Amelie
  full_name: Bender, Amelie
  id: '54290'
  last_name: Bender
citation:
  ama: Bender A. <i>Zustandsüberwachung zur Prognose der Restlebensdauer von Gummi-Metall-Elementen
    unter Berücksichtigung systembasierter Unsicherheiten</i>. Shaker; 2021. doi:<a
    href="https://doi.org/10.17619/UNIPB/1-1084">10.17619/UNIPB/1-1084</a>
  apa: Bender, A. (2021). <i>Zustandsüberwachung zur Prognose der Restlebensdauer
    von Gummi-Metall-Elementen unter Berücksichtigung systembasierter Unsicherheiten</i>.
    Shaker. <a href="https://doi.org/10.17619/UNIPB/1-1084">https://doi.org/10.17619/UNIPB/1-1084</a>
  bibtex: '@book{Bender_2021, title={Zustandsüberwachung zur Prognose der Restlebensdauer
    von Gummi-Metall-Elementen unter Berücksichtigung systembasierter Unsicherheiten},
    DOI={<a href="https://doi.org/10.17619/UNIPB/1-1084">10.17619/UNIPB/1-1084</a>},
    publisher={Shaker}, author={Bender, Amelie}, year={2021} }'
  chicago: Bender, Amelie. <i>Zustandsüberwachung zur Prognose der Restlebensdauer
    von Gummi-Metall-Elementen unter Berücksichtigung systembasierter Unsicherheiten</i>.
    Shaker, 2021. <a href="https://doi.org/10.17619/UNIPB/1-1084">https://doi.org/10.17619/UNIPB/1-1084</a>.
  ieee: A. Bender, <i>Zustandsüberwachung zur Prognose der Restlebensdauer von Gummi-Metall-Elementen
    unter Berücksichtigung systembasierter Unsicherheiten</i>. Shaker, 2021.
  mla: Bender, Amelie. <i>Zustandsüberwachung zur Prognose der Restlebensdauer von
    Gummi-Metall-Elementen unter Berücksichtigung systembasierter Unsicherheiten</i>.
    Shaker, 2021, doi:<a href="https://doi.org/10.17619/UNIPB/1-1084">10.17619/UNIPB/1-1084</a>.
  short: A. Bender, Zustandsüberwachung zur Prognose der Restlebensdauer von Gummi-Metall-Elementen
    unter Berücksichtigung systembasierter Unsicherheiten, Shaker, 2021.
date_created: 2021-04-15T10:29:53Z
date_updated: 2023-09-15T12:22:50Z
department:
- _id: '151'
doi: 10.17619/UNIPB/1-1084
keyword:
- Zustandsüberwachung
- Prognose der Restlebensdauer
- modellbasierte Prognose
- Partikelfilter
- Unsicherheiten
- Gummi
- Verlässlichkeit
- Lebensdauerversuche
- Predictive Maintenance
language:
- iso: ger
publisher: Shaker
status: public
supervisor:
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
- first_name: Stefan
  full_name: Bracke, Stefan
  last_name: Bracke
title: Zustandsüberwachung zur Prognose der Restlebensdauer von Gummi-Metall-Elementen
  unter Berücksichtigung systembasierter Unsicherheiten
type: dissertation
user_id: '210'
year: '2021'
...
---
_id: '21436'
abstract:
- lang: eng
  text: Ultrasonic wire bonding is a solid-state joining process, used in the electronics
    industry to form electrical connections, e.g. to connect electrical terminals
    within semiconductor modules. Many process parameters affect the bond strength,
    such like the bond normal force, ultrasonic power, wire material and bonding frequency.
    Today, process design, development, and optimization is most likely based on the
    knowledge of process engineers and is mainly performed by experimental testing.
    In this contribution, a newly developed simulation tool is presented, to reduce
    time and costs and efficiently determine optimized process parameter. Based on
    a co-simulation of MATLAB and ANSYS, the different physical phenomena of the wire
    bonding process are considered using finite element simulation for the complex
    plastic deformation of the wire and reduced order models for the transient dynamics
    of the transducer, wire, substrate and bond formation. The model parameters such
    as the coefficients of friction between bond tool and wire and between wire and
    substrate were determined for aluminium and copper wire in experiments with a
    test rig specially developed for the requirements of heavy wire bonding. To reduce
    simulation time, for the finite element simulation a restart analysis and high
    performance computing is utilized. Detailed analysis of the bond formation showed,
    that the normal pressure distribution in the contact between wire and substrate
    has high impact on bond formation and distribution of welded areas in the contact
    area.
author:
- first_name: Reinhard
  full_name: Schemmel, Reinhard
  id: '28647'
  last_name: Schemmel
- first_name: Viktor
  full_name: Krieger, Viktor
  last_name: Krieger
- first_name: Tobias
  full_name: Hemsel, Tobias
  id: '210'
  last_name: Hemsel
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
citation:
  ama: Schemmel R, Krieger V, Hemsel T, Sextro W. Co-simulation of MATLAB and ANSYS
    for ultrasonic wire bonding process optimization. <i>Microelectronics Reliability</i>.
    2021;119:114077. doi:<a href="https://doi.org/10.1016/j.microrel.2021.114077">https://doi.org/10.1016/j.microrel.2021.114077</a>
  apa: Schemmel, R., Krieger, V., Hemsel, T., &#38; Sextro, W. (2021). Co-simulation
    of MATLAB and ANSYS for ultrasonic wire bonding process optimization. <i>Microelectronics
    Reliability</i>, <i>119</i>, 114077. <a href="https://doi.org/10.1016/j.microrel.2021.114077">https://doi.org/10.1016/j.microrel.2021.114077</a>
  bibtex: '@article{Schemmel_Krieger_Hemsel_Sextro_2021, title={Co-simulation of MATLAB
    and ANSYS for ultrasonic wire bonding process optimization}, volume={119}, DOI={<a
    href="https://doi.org/10.1016/j.microrel.2021.114077">https://doi.org/10.1016/j.microrel.2021.114077</a>},
    journal={Microelectronics Reliability}, author={Schemmel, Reinhard and Krieger,
    Viktor and Hemsel, Tobias and Sextro, Walter}, year={2021}, pages={114077} }'
  chicago: 'Schemmel, Reinhard, Viktor Krieger, Tobias Hemsel, and Walter Sextro.
    “Co-Simulation of MATLAB and ANSYS for Ultrasonic Wire Bonding Process Optimization.”
    <i>Microelectronics Reliability</i> 119 (2021): 114077. <a href="https://doi.org/10.1016/j.microrel.2021.114077">https://doi.org/10.1016/j.microrel.2021.114077</a>.'
  ieee: 'R. Schemmel, V. Krieger, T. Hemsel, and W. Sextro, “Co-simulation of MATLAB
    and ANSYS for ultrasonic wire bonding process optimization,” <i>Microelectronics
    Reliability</i>, vol. 119, p. 114077, 2021, doi: <a href="https://doi.org/10.1016/j.microrel.2021.114077">https://doi.org/10.1016/j.microrel.2021.114077</a>.'
  mla: Schemmel, Reinhard, et al. “Co-Simulation of MATLAB and ANSYS for Ultrasonic
    Wire Bonding Process Optimization.” <i>Microelectronics Reliability</i>, vol.
    119, 2021, p. 114077, doi:<a href="https://doi.org/10.1016/j.microrel.2021.114077">https://doi.org/10.1016/j.microrel.2021.114077</a>.
  short: R. Schemmel, V. Krieger, T. Hemsel, W. Sextro, Microelectronics Reliability
    119 (2021) 114077.
date_created: 2021-03-10T09:37:02Z
date_updated: 2023-09-21T14:15:33Z
department:
- _id: '151'
doi: https://doi.org/10.1016/j.microrel.2021.114077
intvolume: '       119'
keyword:
- Ultrasonic heavy wire bonding
- Co-simulation
- ANSYS
- MATLAB
- Process optimization
- Friction coefficient
- Copper-copper
- Aluminium-copper
language:
- iso: eng
page: '114077'
publication: Microelectronics Reliability
publication_identifier:
  issn:
  - 0026-2714
publication_status: published
quality_controlled: '1'
status: public
title: Co-simulation of MATLAB and ANSYS for ultrasonic wire bonding process optimization
type: journal_article
user_id: '210'
volume: 119
year: '2021'
...
---
_id: '22724'
abstract:
- lang: eng
  text: "\r\nPredictive Maintenance as a desirable maintenance strategy in industrial
    applications relies on suitable condition monitoring solutions to reduce costs
    and risks of the monitored technical systems. In general, those solutions utilize
    model-based or data-driven methods to diagnose the current state or predict future
    states of monitored technical systems. However, both methods have their advantages
    and drawbacks. Combining both methods can improve uncertainty consideration and
    accuracy. Different combination approaches of those hybrid methods exist to exploit
    synergy effects. The choice of an appropriate approach depends on different requirements
    and the goal behind the selection of a hybrid approach.\r\n\r\n \r\n\r\nIn this
    work, the hybrid approach for estimating remaining useful lifetime takes potential
    uncertainties into account. Therefore, a data-driven estimation of new measurements
    is integrated within a model-based method. To consider uncertainties within the
    system, a differentiation between different system behavior is realized throughout
    diverse states of degradation.\r\n\r\nThe developed hybrid prediction approach
    bases on a particle filtering method combined with a machine learning method,
    to estimate the remaining useful lifetime of technical systems. Particle filtering
    as a Monte Carlo simulation technique is suitable to map and propagate uncertainties.
    Moreover, it is a state-of-the-art model-based method for predicting remaining
    useful lifetime of technical systems. To integrate uncertainties a multi-model
    particle filtering approach is employed. In general, resampling as a part of the
    particle filtering approach has the potential to lead to an accurate prediction.
    However, in the case where no future measurements are available, it may increase
    the uncertainty of the prediction. By estimating new measurements, those uncertainties
    are reduced within the data-driven part of the approach. Hence, both parts of
    the hybrid approach strive to account for and reduce uncertainties.\r\n\r\n \r\n\r\nRubber-metal-elements
    are employed as a use-case to evaluate the developed approach. Rubber-metal-elements,
    which are used to isolate vibrations in various systems, such as railways, trucks
    and wind turbines, show various uncertainties in their behavior and their degradation.
    Those uncertainties are caused by diverse inner and outer factors, such as manufacturing
    influences and operating conditions. By expert knowledge the influences are described,
    analyzed and if possible reduced. However, the remaining uncertainties are considered
    within the hybrid prediction method. Relative temperature is the selected measurand
    to describe the element’s degradation. In lifetime tests, it is measured as the
    difference between the element’s temperature and the ambient temperature. Thereby,
    the influence of the ambient temperature on the element’s temperature is taken
    into account. Those elements show three typical states of degradation that are
    identified within the temperature measurements. Depending on the particular state
    of degradation a new measurement is estimated within the hybrid approach to reduce
    potential uncertainties.\r\n\r\nFinally, the performance of the developed hybrid
    method is compared to a model-based method for estimating the remaining useful
    lifetime of the same elements. Suitable performance indices are implemented to
    underline the differences between the results."
author:
- first_name: Amelie
  full_name: Bender, Amelie
  id: '54290'
  last_name: Bender
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
citation:
  ama: 'Bender A, Sextro W. Hybrid Prediction Method for Remaining Useful Lifetime
    Estimation Considering Uncertainties. In: Do P, King S, Fink  Olga, eds. <i>Proceedings
    of the European Conference of the PHM Society 2021</i>. Vol 6. ; 2021. doi:<a
    href="https://doi.org/10.36001/phme.2021.v6i1.2843 ">https://doi.org/10.36001/phme.2021.v6i1.2843
    </a>'
  apa: Bender, A., &#38; Sextro, W. (2021). Hybrid Prediction Method for Remaining
    Useful Lifetime Estimation Considering Uncertainties. In P. Do, S. King, &#38;  Olga
    Fink (Eds.), <i>Proceedings of the European Conference of the PHM Society 2021</i>
    (Vol. 6, Issue 1). <a href="https://doi.org/10.36001/phme.2021.v6i1.2843 ">https://doi.org/10.36001/phme.2021.v6i1.2843
    </a>
  bibtex: '@inproceedings{Bender_Sextro_2021, title={Hybrid Prediction Method for
    Remaining Useful Lifetime Estimation Considering Uncertainties}, volume={6}, DOI={<a
    href="https://doi.org/10.36001/phme.2021.v6i1.2843 ">https://doi.org/10.36001/phme.2021.v6i1.2843
    </a>}, number={1}, booktitle={Proceedings of the European Conference of the PHM
    Society 2021}, author={Bender, Amelie and Sextro, Walter}, editor={Do, Phuc  and
    King, Steve and Fink,  Olga}, year={2021} }'
  chicago: Bender, Amelie, and Walter Sextro. “Hybrid Prediction Method for Remaining
    Useful Lifetime Estimation Considering Uncertainties.” In <i>Proceedings of the
    European Conference of the PHM Society 2021</i>, edited by Phuc  Do, Steve King,
    and  Olga Fink, Vol. 6, 2021. <a href="https://doi.org/10.36001/phme.2021.v6i1.2843
    ">https://doi.org/10.36001/phme.2021.v6i1.2843 </a>.
  ieee: 'A. Bender and W. Sextro, “Hybrid Prediction Method for Remaining Useful Lifetime
    Estimation Considering Uncertainties,” in <i>Proceedings of the European Conference
    of the PHM Society 2021</i>, 2021, vol. 6, no. 1, doi: <a href="https://doi.org/10.36001/phme.2021.v6i1.2843
    ">https://doi.org/10.36001/phme.2021.v6i1.2843 </a>.'
  mla: Bender, Amelie, and Walter Sextro. “Hybrid Prediction Method for Remaining
    Useful Lifetime Estimation Considering Uncertainties.” <i>Proceedings of the European
    Conference of the PHM Society 2021</i>, edited by Phuc  Do et al., vol. 6, no.
    1, 2021, doi:<a href="https://doi.org/10.36001/phme.2021.v6i1.2843 ">https://doi.org/10.36001/phme.2021.v6i1.2843
    </a>.
  short: 'A. Bender, W. Sextro, in: P. Do, S. King,  Olga Fink (Eds.), Proceedings
    of the European Conference of the PHM Society 2021, 2021.'
conference:
  end_date: 2021-07-02
  name: 6th European Conference of Prognostics and Health Management
  start_date: 2021-06-28
date_created: 2021-07-14T06:29:08Z
date_updated: 2023-09-22T07:19:48Z
department:
- _id: '151'
doi: 'https://doi.org/10.36001/phme.2021.v6i1.2843 '
editor:
- first_name: 'Phuc '
  full_name: 'Do, Phuc '
  last_name: Do
- first_name: Steve
  full_name: King, Steve
  last_name: King
- first_name: ' Olga'
  full_name: Fink,  Olga
  last_name: Fink
intvolume: '         6'
issue: '1'
keyword:
- Hybrid prediction method
- Multi-model particle filtering
- Uncertainty quantification
- RUL estimation
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://papers.phmsociety.org/index.php/phme/article/view/2843
oa: '1'
publication: Proceedings of the European Conference of the PHM Society 2021
publication_identifier:
  unknown:
  - 978-1-936263-34-9
publication_status: published
quality_controlled: '1'
status: public
title: Hybrid Prediction Method for Remaining Useful Lifetime Estimation Considering
  Uncertainties
type: conference
user_id: '54290'
volume: 6
year: '2021'
...
---
_id: '22507'
abstract:
- lang: eng
  text: Several methods, including order analysis, wavelet analysis and empirical
    mode decomposition have been proposed and successfully employed for the health
    state estimation of technical systems operating under varying conditions. However,
    where information such as the speed of rotating machinery, component specifications
    or other domain-specific information is unavailable, such methods are often infeasible.
    Thus, this paper investigates the application of classical time-domain features,
    features from the medical field and novel features from the highly comparative
    time-series analysis (HCTSA) package, for the health state estimation of rotating
    machinery operating under varying conditions. Furthermore, several feature selection
    methods are investigated to identify features as viable health indicators for
    the diagnostics and prognostics of technical systems. As a case study, the presented
    methods are evaluated on real-world and experimentally acquired vibration data
    of bearings operating under varying speed. The results show that the selected
    features can successfully be employed as health indicators for technical systems
    operating under varying conditions.
author:
- first_name: Osarenren Kennedy
  full_name: Aimiyekagbon, Osarenren Kennedy
  id: '9557'
  last_name: Aimiyekagbon
- first_name: Amelie
  full_name: Bender, Amelie
  id: '54290'
  last_name: Bender
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
citation:
  ama: 'Aimiyekagbon OK, Bender A, Sextro W. On the applicability of time series features
    as health indicators for technical systems operating under varying conditions.
    In: <i>Proceedings of the Seventeenth International Conference on Condition Monitoring
    and Asset Management (CM 2021)</i>.'
  apa: Aimiyekagbon, O. K., Bender, A., &#38; Sextro, W. (n.d.). On the applicability
    of time series features as health indicators for technical systems operating under
    varying conditions. <i>Proceedings of the Seventeenth International Conference
    on Condition Monitoring and Asset Management (CM 2021)</i>. Seventeenth International
    Conference on Condition Monitoring and Asset Management (CM 2021).
  bibtex: '@inproceedings{Aimiyekagbon_Bender_Sextro, title={On the applicability
    of time series features as health indicators for technical systems operating under
    varying conditions}, booktitle={Proceedings of the Seventeenth International Conference
    on Condition Monitoring and Asset Management (CM 2021)}, author={Aimiyekagbon,
    Osarenren Kennedy and Bender, Amelie and Sextro, Walter} }'
  chicago: Aimiyekagbon, Osarenren Kennedy, Amelie Bender, and Walter Sextro. “On
    the Applicability of Time Series Features as Health Indicators for Technical Systems
    Operating under Varying Conditions.” In <i>Proceedings of the Seventeenth International
    Conference on Condition Monitoring and Asset Management (CM 2021)</i>, n.d.
  ieee: O. K. Aimiyekagbon, A. Bender, and W. Sextro, “On the applicability of time
    series features as health indicators for technical systems operating under varying
    conditions,” presented at the Seventeenth International Conference on Condition
    Monitoring and Asset Management (CM 2021).
  mla: Aimiyekagbon, Osarenren Kennedy, et al. “On the Applicability of Time Series
    Features as Health Indicators for Technical Systems Operating under Varying Conditions.”
    <i>Proceedings of the Seventeenth International Conference on Condition Monitoring
    and Asset Management (CM 2021)</i>.
  short: 'O.K. Aimiyekagbon, A. Bender, W. Sextro, in: Proceedings of the Seventeenth
    International Conference on Condition Monitoring and Asset Management (CM 2021),
    n.d.'
conference:
  end_date: 2021-06-18
  name: Seventeenth International Conference on Condition Monitoring and Asset Management
    (CM 2021)
  start_date: 2021-06-14
date_created: 2021-06-23T05:24:39Z
date_updated: 2023-09-22T08:10:34Z
ddc:
- '620'
department:
- _id: '151'
file:
- access_level: open_access
  content_type: application/pdf
  creator: kennedy
  date_created: 2021-06-23T06:43:44Z
  date_updated: 2021-06-23T06:50:07Z
  description: 'This is a post-print version of the article presented at the Seventeenth
    International Con-ference on Condition Monitoring and Asset Management (CM 2021).
    The event websiteis available at:  https://www.bindt.org/events/CM-2021/ and the
    abstract is available at:https://www.bindt.org/events/CM-2021/abstract-9a7/.'
  file_id: '22508'
  file_name: Aimiyekagbon_et_al_2021_On_the_applicability_of_time_series_features_as_health_indicators_postPrint.pdf
  file_size: 1875572
  relation: main_file
  title: On the applicability of time series features as health indicators for technical
    systems operating under varying conditions
file_date_updated: 2021-06-23T06:50:07Z
has_accepted_license: '1'
keyword:
- Wind turbine diagnostics
- bearing diagnostics
- non-stationary operating conditions
- varying operating conditions
- feature extraction
- feature selection
- fault detection
- failure detection
language:
- iso: eng
oa: '1'
publication: Proceedings of the Seventeenth International Conference on Condition
  Monitoring and Asset Management (CM 2021)
publication_status: inpress
quality_controlled: '1'
status: public
title: On the applicability of time series features as health indicators for technical
  systems operating under varying conditions
type: conference
user_id: '9557'
year: '2021'
...
---
_id: '27111'
abstract:
- lang: eng
  text: In the industry 4.0 era, there is a growing need to transform unstructured
    data acquired by a multitude of sources into information and subsequently into
    knowledge to improve the quality of manufactured products, to boost production,
    for predictive maintenance, etc. Data-driven approaches, such as machine learning
    techniques, are typically employed to model the underlying relationship from data.
    However, an increase in model accuracy with state-of-the-art methods, such as
    deep convolutional neural networks, results in less interpretability and transparency.
    Due to the ease of implementation, interpretation and transparency to both domain
    experts and non-experts, a rule-based method is proposed in this paper, for prognostics
    and health management (PHM) and specifically for diagnostics. The proposed method
    utilizes the most relevant sensor signals acquired via feature extraction and
    selection techniques and expert knowledge. As a case study, the presented method
    is evaluated on data from a real-world quality control set-up provided by the
    European prognostics and health management society (PHME) at the conference’s
    2021 data challenge. With the proposed method, our team took the third place,
    capable of successfully diagnosing different fault modes, irrespective of varying
    conditions.
author:
- first_name: Osarenren Kennedy
  full_name: Aimiyekagbon, Osarenren Kennedy
  id: '9557'
  last_name: Aimiyekagbon
- first_name: Lars
  full_name: Muth, Lars
  id: '77313'
  last_name: Muth
  orcid: 0000-0002-2938-5616
- first_name: Meike Claudia
  full_name: Wohlleben, Meike Claudia
  id: '43991'
  last_name: Wohlleben
  orcid: 0009-0009-9767-7168
- first_name: Amelie
  full_name: Bender, Amelie
  id: '54290'
  last_name: Bender
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
citation:
  ama: 'Aimiyekagbon OK, Muth L, Wohlleben MC, Bender A, Sextro W. Rule-based Diagnostics
    of a Production Line. In: Do P, King S, Fink O, eds. <i>Proceedings of the European
    Conference of the PHM Society 2021</i>. Vol 6. ; 2021:527-536. doi:<a href="https://doi.org/10.36001/phme.2021.v6i1.3042">10.36001/phme.2021.v6i1.3042</a>'
  apa: Aimiyekagbon, O. K., Muth, L., Wohlleben, M. C., Bender, A., &#38; Sextro,
    W. (2021). Rule-based Diagnostics of a Production Line. In P. Do, S. King, &#38;
    O. Fink (Eds.), <i>Proceedings of the European Conference of the PHM Society 2021</i>
    (Vol. 6, Issue 1, pp. 527–536). <a href="https://doi.org/10.36001/phme.2021.v6i1.3042">https://doi.org/10.36001/phme.2021.v6i1.3042</a>
  bibtex: '@inproceedings{Aimiyekagbon_Muth_Wohlleben_Bender_Sextro_2021, title={Rule-based
    Diagnostics of a Production Line}, volume={6}, DOI={<a href="https://doi.org/10.36001/phme.2021.v6i1.3042">10.36001/phme.2021.v6i1.3042</a>},
    number={1}, booktitle={Proceedings of the European Conference of the PHM Society
    2021}, author={Aimiyekagbon, Osarenren Kennedy and Muth, Lars and Wohlleben, Meike
    Claudia and Bender, Amelie and Sextro, Walter}, editor={Do, Phuc and King, Steve
    and Fink, Olga}, year={2021}, pages={527–536} }'
  chicago: Aimiyekagbon, Osarenren Kennedy, Lars Muth, Meike Claudia Wohlleben, Amelie
    Bender, and Walter Sextro. “Rule-Based Diagnostics of a Production Line.” In <i>Proceedings
    of the European Conference of the PHM Society 2021</i>, edited by Phuc Do, Steve
    King, and Olga Fink, 6:527–36, 2021. <a href="https://doi.org/10.36001/phme.2021.v6i1.3042">https://doi.org/10.36001/phme.2021.v6i1.3042</a>.
  ieee: 'O. K. Aimiyekagbon, L. Muth, M. C. Wohlleben, A. Bender, and W. Sextro, “Rule-based
    Diagnostics of a Production Line,” in <i>Proceedings of the European Conference
    of the PHM Society 2021</i>, 2021, vol. 6, no. 1, pp. 527–536, doi: <a href="https://doi.org/10.36001/phme.2021.v6i1.3042">10.36001/phme.2021.v6i1.3042</a>.'
  mla: Aimiyekagbon, Osarenren Kennedy, et al. “Rule-Based Diagnostics of a Production
    Line.” <i>Proceedings of the European Conference of the PHM Society 2021</i>,
    edited by Phuc Do et al., vol. 6, no. 1, 2021, pp. 527–36, doi:<a href="https://doi.org/10.36001/phme.2021.v6i1.3042">10.36001/phme.2021.v6i1.3042</a>.
  short: 'O.K. Aimiyekagbon, L. Muth, M.C. Wohlleben, A. Bender, W. Sextro, in: P.
    Do, S. King, O. Fink (Eds.), Proceedings of the European Conference of the PHM
    Society 2021, 2021, pp. 527–536.'
conference:
  name: PHM Society European Conference
date_created: 2021-11-03T12:26:39Z
date_updated: 2023-09-22T09:13:01Z
department:
- _id: '151'
doi: 10.36001/phme.2021.v6i1.3042
editor:
- first_name: Phuc
  full_name: Do, Phuc
  last_name: Do
- first_name: Steve
  full_name: King, Steve
  last_name: King
- first_name: Olga
  full_name: Fink, Olga
  last_name: Fink
intvolume: '         6'
issue: '1'
keyword:
- PHME 2021
- Feature Selection Classification
- Feature Selection Clustering
- Interpretable Model
- Transparent Model
- Industry 4.0
- Real-World Diagnostics
- Quality Control
- Predictive Maintenance
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://papers.phmsociety.org/index.php/phme/article/download/3042/1812
oa: '1'
page: 527-536
publication: Proceedings of the European Conference of the PHM Society 2021
publication_status: published
quality_controlled: '1'
status: public
title: Rule-based Diagnostics of a Production Line
type: conference
user_id: '9557'
volume: 6
year: '2021'
...
---
_id: '33975'
author:
- first_name: Cederic
  full_name: Lenz, Cederic
  last_name: Lenz
- first_name: Christian
  full_name: Henke, Christian
  last_name: Henke
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: 'Lenz C, Henke C, Trächtler A. Anomaly detection in hot forming processes using
    hybrid modeling. In: <i>2021 26th IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>. IEEE; 2021. doi:<a href="https://doi.org/10.1109/etfa45728.2021.9613629">10.1109/etfa45728.2021.9613629</a>'
  apa: Lenz, C., Henke, C., &#38; Trächtler, A. (2021). Anomaly detection in hot forming
    processes using hybrid modeling. <i>2021 26th IEEE International Conference on
    Emerging Technologies and Factory Automation (ETFA)</i>. 2021 26th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA), Vasteras, Sweden
    . <a href="https://doi.org/10.1109/etfa45728.2021.9613629">https://doi.org/10.1109/etfa45728.2021.9613629</a>
  bibtex: '@inproceedings{Lenz_Henke_Trächtler_2021, title={Anomaly detection in hot
    forming processes using hybrid modeling}, DOI={<a href="https://doi.org/10.1109/etfa45728.2021.9613629">10.1109/etfa45728.2021.9613629</a>},
    booktitle={2021 26th IEEE International Conference on Emerging Technologies and
    Factory Automation (ETFA)}, publisher={IEEE}, author={Lenz, Cederic and Henke,
    Christian and Trächtler, Ansgar}, year={2021} }'
  chicago: Lenz, Cederic, Christian Henke, and Ansgar Trächtler. “Anomaly Detection
    in Hot Forming Processes Using Hybrid Modeling.” In <i>2021 26th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. IEEE, 2021.
    <a href="https://doi.org/10.1109/etfa45728.2021.9613629">https://doi.org/10.1109/etfa45728.2021.9613629</a>.
  ieee: 'C. Lenz, C. Henke, and A. Trächtler, “Anomaly detection in hot forming processes
    using hybrid modeling,” presented at the 2021 26th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA), Vasteras, Sweden , 2021,
    doi: <a href="https://doi.org/10.1109/etfa45728.2021.9613629">10.1109/etfa45728.2021.9613629</a>.'
  mla: Lenz, Cederic, et al. “Anomaly Detection in Hot Forming Processes Using Hybrid
    Modeling.” <i>2021 26th IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>, IEEE, 2021, doi:<a href="https://doi.org/10.1109/etfa45728.2021.9613629">10.1109/etfa45728.2021.9613629</a>.
  short: 'C. Lenz, C. Henke, A. Trächtler, in: 2021 26th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA), IEEE, 2021.'
conference:
  end_date: 2021-09-10
  location: 'Vasteras, Sweden '
  name: 2021 26th IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA)
  start_date: 2021-09-07
date_created: 2022-11-02T16:26:24Z
date_updated: 2023-09-25T10:00:28Z
department:
- _id: '153'
- _id: '241'
doi: 10.1109/etfa45728.2021.9613629
language:
- iso: eng
publication: 2021 26th IEEE International Conference on Emerging Technologies and
  Factory Automation (ETFA)
publication_status: published
publisher: IEEE
status: public
title: Anomaly detection in hot forming processes using hybrid modeling
type: conference
user_id: '552'
year: '2021'
...
---
_id: '55796'
author:
- first_name: Johannes
  full_name: Grössl, Johannes
  id: '92998'
  last_name: Grössl
  orcid: 0000-0002-6586-4550
citation:
  ama: 'Grössl J. Die Pluralität von Offenbarungsmodellen in der Analytischen Theologie.
    In: Höhn  H-J, Wendel S, Reimann G, Tappen J, eds. <i>Analytische Und Kontinentale
    Philosophie Im Dialog </i>. Vol 314. Quaestiones disputatae . Herder; 2021:362-382.'
  apa: Grössl, J. (2021). Die Pluralität von Offenbarungsmodellen in der Analytischen
    Theologie. In H.-J. Höhn , S. Wendel, G. Reimann, &#38; J. Tappen (Eds.), <i>Analytische
    und kontinentale Philosophie im Dialog </i> (Vol. 314, pp. 362–382). Herder.
  bibtex: '@inbook{Grössl_2021, series={Quaestiones disputatae }, title={Die Pluralität
    von Offenbarungsmodellen in der Analytischen Theologie}, volume={314}, booktitle={Analytische
    und kontinentale Philosophie im Dialog }, publisher={Herder}, author={Grössl,
    Johannes}, editor={Höhn , Hans-Joachim and Wendel, Saskia and Reimann, Gregor
    and Tappen, Julian}, year={2021}, pages={362–382}, collection={Quaestiones disputatae
    } }'
  chicago: Grössl, Johannes. “Die Pluralität von Offenbarungsmodellen in Der Analytischen
    Theologie.” In <i>Analytische Und Kontinentale Philosophie Im Dialog </i>, edited
    by Hans-Joachim Höhn , Saskia Wendel, Gregor Reimann, and Julian Tappen, 314:362–82.
    Quaestiones Disputatae . Herder, 2021.
  ieee: J. Grössl, “Die Pluralität von Offenbarungsmodellen in der Analytischen Theologie,”
    in <i>Analytische und kontinentale Philosophie im Dialog </i>, vol. 314, H.-J.
    Höhn , S. Wendel, G. Reimann, and J. Tappen, Eds. Herder, 2021, pp. 362–382.
  mla: Grössl, Johannes. “Die Pluralität von Offenbarungsmodellen in Der Analytischen
    Theologie.” <i>Analytische Und Kontinentale Philosophie Im Dialog </i>, edited
    by Hans-Joachim Höhn  et al., vol. 314, Herder, 2021, pp. 362–82.
  short: 'J. Grössl, in: H.-J. Höhn , S. Wendel, G. Reimann, J. Tappen (Eds.), Analytische
    Und Kontinentale Philosophie Im Dialog , Herder, 2021, pp. 362–382.'
date_created: 2024-08-28T07:25:46Z
date_updated: 2024-09-12T07:42:35Z
editor:
- first_name: Hans-Joachim
  full_name: Höhn , Hans-Joachim
  last_name: 'Höhn '
- first_name: Saskia
  full_name: Wendel, Saskia
  last_name: Wendel
- first_name: Gregor
  full_name: Reimann, Gregor
  last_name: Reimann
- first_name: Julian
  full_name: Tappen, Julian
  last_name: Tappen
intvolume: '       314'
language:
- iso: eng
main_file_link:
- url: https://eu04.alma.exlibrisgroup.com/view/uresolver/49HBZ_PAD/openurl?u.ignore_date_coverage=true&portfolio_pid=53745973290006441&Force_direct=true
page: 362-382
publication: 'Analytische und kontinentale Philosophie im Dialog '
publication_identifier:
  isbn:
  - 978-3-451-02314-9
publisher: Herder
related_material:
  link:
  - description: Weitere Informationen, Inhaltsverzeichnis und ggf. eine Leseprobe
      finden Sie unter diesem Link.
    relation: confirmation
    url: https://www.herder.de/theologie-pastoral/shop/p2/70102-analytische-und-kontinentale-theologie-im-dialog-kartonierte-ausgabe/
series_title: 'Quaestiones disputatae '
status: public
title: Die Pluralität von Offenbarungsmodellen in der Analytischen Theologie
type: book_chapter
user_id: '64416'
volume: 314
year: '2021'
...
---
_id: '50457'
author:
- first_name: Karina
  full_name: Tews, Karina
  id: '40263'
  last_name: Tews
- first_name: Tobias
  full_name: Aubel, Tobias
  last_name: Aubel
- first_name: Gerson
  full_name: Meschut, Gerson
  id: '32056'
  last_name: Meschut
  orcid: 0000-0002-2763-1246
- first_name: Tobias
  full_name: Duffe, Tobias
  id: '41322'
  last_name: Duffe
- first_name: Gunter
  full_name: Kullmer, Gunter
  id: '291'
  last_name: Kullmer
citation:
  ama: Tews K, Aubel T, Meschut G, Duffe T, Kullmer G. <i>Methodenentwicklung zur
    numerischen Lebensdauerprognose von hyperelastischen Klebverbindungen infolge
    zyklischer Beanspruchung mittels bruchmechanischer Ansätze</i>. Vol 509. DVS Media;
    2021.
  apa: Tews, K., Aubel, T., Meschut, G., Duffe, T., &#38; Kullmer, G. (2021). <i>Methodenentwicklung
    zur numerischen Lebensdauerprognose von hyperelastischen Klebverbindungen infolge
    zyklischer Beanspruchung mittels bruchmechanischer Ansätze</i> (Vol. 509). DVS
    Media.
  bibtex: '@book{Tews_Aubel_Meschut_Duffe_Kullmer_2021, series={DVS Forschungsvereinigung},
    title={Methodenentwicklung zur numerischen Lebensdauerprognose von hyperelastischen
    Klebverbindungen infolge zyklischer Beanspruchung mittels bruchmechanischer Ansätze},
    volume={509}, publisher={DVS Media}, author={Tews, Karina and Aubel, Tobias and
    Meschut, Gerson and Duffe, Tobias and Kullmer, Gunter}, year={2021}, collection={DVS
    Forschungsvereinigung} }'
  chicago: Tews, Karina, Tobias Aubel, Gerson Meschut, Tobias Duffe, and Gunter Kullmer.
    <i>Methodenentwicklung zur numerischen Lebensdauerprognose von hyperelastischen
    Klebverbindungen infolge zyklischer Beanspruchung mittels bruchmechanischer Ansätze</i>.
    Vol. 509. DVS Forschungsvereinigung. DVS Media, 2021.
  ieee: K. Tews, T. Aubel, G. Meschut, T. Duffe, and G. Kullmer, <i>Methodenentwicklung
    zur numerischen Lebensdauerprognose von hyperelastischen Klebverbindungen infolge
    zyklischer Beanspruchung mittels bruchmechanischer Ansätze</i>, vol. 509. DVS
    Media, 2021.
  mla: Tews, Karina, et al. <i>Methodenentwicklung zur numerischen Lebensdauerprognose
    von hyperelastischen Klebverbindungen infolge zyklischer Beanspruchung mittels
    bruchmechanischer Ansätze</i>. DVS Media, 2021.
  short: K. Tews, T. Aubel, G. Meschut, T. Duffe, G. Kullmer, Methodenentwicklung
    zur numerischen Lebensdauerprognose von hyperelastischen Klebverbindungen infolge
    zyklischer Beanspruchung mittels bruchmechanischer Ansätze, DVS Media, 2021.
date_created: 2024-01-11T10:56:23Z
date_updated: 2025-01-30T08:51:39Z
department:
- _id: '157'
intvolume: '       509'
language:
- iso: ger
page: '188'
publication_identifier:
  unknown:
  - 978-3-96870-509-5
publisher: DVS Media
series_title: DVS Forschungsvereinigung
status: public
title: Methodenentwicklung zur numerischen Lebensdauerprognose von hyperelastischen
  Klebverbindungen infolge zyklischer Beanspruchung mittels bruchmechanischer Ansätze
type: book
user_id: '40263'
volume: 509
year: '2021'
...
---
_id: '58117'
citation:
  ama: Paschke H, Lauth M, Schaper M, Brückner T, Thewes A, eds. <i>Surface Modifications
    Reducing the Adhesion of Aluminum in Twin Roll Casting Applications</i>.; 2021.
  apa: Paschke, H., Lauth, M., Schaper, M., Brückner, T., &#38; Thewes, A. (Eds.).
    (2021). <i>Surface modifications reducing the adhesion of aluminum in twin roll
    casting applications</i>.
  bibtex: '@book{Paschke_Lauth_Schaper_Brückner_Thewes_2021, title={Surface modifications
    reducing the adhesion of aluminum in twin roll casting applications}, year={2021}
    }'
  chicago: Paschke, Hanno, Martin Lauth, Mirko Schaper, Tristan Brückner, and Alexander
    Thewes, eds. <i>Surface Modifications Reducing the Adhesion of Aluminum in Twin
    Roll Casting Applications</i>, 2021.
  ieee: H. Paschke, M. Lauth, M. Schaper, T. Brückner, and A. Thewes, Eds., <i>Surface
    modifications reducing the adhesion of aluminum in twin roll casting applications</i>.
    2021.
  mla: Paschke, Hanno, et al., editors. <i>Surface Modifications Reducing the Adhesion
    of Aluminum in Twin Roll Casting Applications</i>. 2021.
  short: H. Paschke, M. Lauth, M. Schaper, T. Brückner, A. Thewes, eds., Surface Modifications
    Reducing the Adhesion of Aluminum in Twin Roll Casting Applications, 2021.
conference:
  end_date: 2021-11-04
  location: Virtual Conference
  name: 4th International Conference on Light Materials - Science and Technology (LIGHTMAT2021)
  start_date: 2021-11-02
date_created: 2025-01-09T08:38:56Z
date_updated: 2025-04-04T10:38:20Z
department:
- _id: '158'
editor:
- first_name: Hanno
  full_name: Paschke, Hanno
  last_name: Paschke
- first_name: Martin
  full_name: Lauth, Martin
  id: '13858'
  last_name: Lauth
- first_name: Mirko
  full_name: Schaper, Mirko
  id: '43720'
  last_name: Schaper
- first_name: Tristan
  full_name: Brückner, Tristan
  last_name: Brückner
- first_name: Alexander
  full_name: Thewes, Alexander
  last_name: Thewes
language:
- iso: eng
publication_status: published
status: public
title: Surface modifications reducing the adhesion of aluminum in twin roll casting
  applications
type: conference_editor
user_id: '13858'
year: '2021'
...
---
_id: '57672'
author:
- first_name: Susanne
  full_name: Fegter, Susanne
  last_name: Fegter
- first_name: Antje
  full_name: Langer, Antje
  id: '54044'
  last_name: Langer
- first_name: Christine
  full_name: Thon, Christine
  last_name: Thon
citation:
  ama: 'Fegter S, Langer A, Thon C. Diskursanalytische Geschlechterforschung in der
    Erziehungswissenschaft. In: Fegter S, Langer A, Thon C, eds. <i>Diskursanalytische
    Geschlechterforschung in Der Erziehungswissenschaft. Jahrbuch Erziehungswissenschaftliche
    Geschlechterforschung</i>. Vol 17. Barbara Budrich Verlag; 2021:11-19. doi:<a
    href="https://doi.org/10.3224/84742484">10.3224/84742484</a>'
  apa: Fegter, S., Langer, A., &#38; Thon, C. (2021). Diskursanalytische Geschlechterforschung
    in der Erziehungswissenschaft. In S. Fegter, A. Langer, &#38; C. Thon (Eds.),
    <i>Diskursanalytische Geschlechterforschung in der Erziehungswissenschaft. Jahrbuch
    Erziehungswissenschaftliche Geschlechterforschung</i> (Vol. 17, pp. 11–19). Barbara
    Budrich Verlag. <a href="https://doi.org/10.3224/84742484">https://doi.org/10.3224/84742484</a>
  bibtex: '@inbook{Fegter_Langer_Thon_2021, place={Opladen}, title={Diskursanalytische
    Geschlechterforschung in der Erziehungswissenschaft}, volume={17}, DOI={<a href="https://doi.org/10.3224/84742484">10.3224/84742484</a>},
    booktitle={Diskursanalytische Geschlechterforschung in der Erziehungswissenschaft.
    Jahrbuch Erziehungswissenschaftliche Geschlechterforschung}, publisher={Barbara
    Budrich Verlag}, author={Fegter, Susanne and Langer, Antje and Thon, Christine},
    editor={Fegter, Susanne and Langer, Antje and Thon, Christine}, year={2021}, pages={11–19}
    }'
  chicago: 'Fegter, Susanne, Antje Langer, and Christine Thon. “Diskursanalytische
    Geschlechterforschung in Der Erziehungswissenschaft.” In <i>Diskursanalytische
    Geschlechterforschung in Der Erziehungswissenschaft. Jahrbuch Erziehungswissenschaftliche
    Geschlechterforschung</i>, edited by Susanne Fegter, Antje Langer, and Christine
    Thon, 17:11–19. Opladen: Barbara Budrich Verlag, 2021. <a href="https://doi.org/10.3224/84742484">https://doi.org/10.3224/84742484</a>.'
  ieee: 'S. Fegter, A. Langer, and C. Thon, “Diskursanalytische Geschlechterforschung
    in der Erziehungswissenschaft,” in <i>Diskursanalytische Geschlechterforschung
    in der Erziehungswissenschaft. Jahrbuch Erziehungswissenschaftliche Geschlechterforschung</i>,
    vol. 17, S. Fegter, A. Langer, and C. Thon, Eds. Opladen: Barbara Budrich Verlag,
    2021, pp. 11–19.'
  mla: Fegter, Susanne, et al. “Diskursanalytische Geschlechterforschung in Der Erziehungswissenschaft.”
    <i>Diskursanalytische Geschlechterforschung in Der Erziehungswissenschaft. Jahrbuch
    Erziehungswissenschaftliche Geschlechterforschung</i>, edited by Susanne Fegter
    et al., vol. 17, Barbara Budrich Verlag, 2021, pp. 11–19, doi:<a href="https://doi.org/10.3224/84742484">10.3224/84742484</a>.
  short: 'S. Fegter, A. Langer, C. Thon, in: S. Fegter, A. Langer, C. Thon (Eds.),
    Diskursanalytische Geschlechterforschung in Der Erziehungswissenschaft. Jahrbuch
    Erziehungswissenschaftliche Geschlechterforschung, Barbara Budrich Verlag, Opladen,
    2021, pp. 11–19.'
date_created: 2024-12-09T21:21:19Z
date_updated: 2025-05-16T10:26:47Z
doi: 10.3224/84742484
editor:
- first_name: Susanne
  full_name: Fegter, Susanne
  last_name: Fegter
- first_name: Antje
  full_name: Langer, Antje
  last_name: Langer
- first_name: Christine
  full_name: Thon, Christine
  last_name: Thon
intvolume: '        17'
language:
- iso: eng
page: 11-19
place: Opladen
publication: Diskursanalytische Geschlechterforschung in der Erziehungswissenschaft.
  Jahrbuch Erziehungswissenschaftliche Geschlechterforschung
publication_identifier:
  eisbn:
  - 978-3-8474-1628-9
  isbn:
  - 978-3-8474-2484-0
publisher: Barbara Budrich Verlag
status: public
title: Diskursanalytische Geschlechterforschung in der Erziehungswissenschaft
type: book_chapter
user_id: '54044'
volume: 17
year: '2021'
...
---
_id: '59439'
abstract:
- lang: eng
  text: '<jats:title>Abstract</jats:title><jats:p>When physicians are asked to determine
    the positive predictive value from the a priori probability of a disease and the
    sensitivity and false positive rate of a medical test (Bayesian reasoning), it
    often comes to misjudgments with serious consequences. In daily clinical practice,
    however, it is not only important that doctors receive a tool with which they
    can<jats:italic>correctly</jats:italic>judge—the<jats:italic>speed</jats:italic>of
    these judgments is also a crucial factor. In this study, we analyzed accuracy
    and efficiency in medical Bayesian inferences. In an empirical study we varied
    information format (probabilities vs. natural frequencies) and visualization (text
    only vs. tree only) for four contexts. 111 medical students participated in this
    study by working on four Bayesian tasks with common medical problems. The correctness
    of their answers was coded and the time spent on task was recorded. The median
    time for a correct Bayesian inference is fastest in the version with a frequency
    tree (2:55 min) compared to the version with a probability tree (5:47 min) or
    to the text only versions based on natural frequencies (4:13 min) or probabilities
    (9:59 min).The score<jats:italic>diagnostic efficiency</jats:italic>(calculated
    by: median time divided by percentage of correct inferences) is best in the version
    with a frequency tree (4:53 min). Frequency trees allow more accurate<jats:italic>and</jats:italic>faster
    judgments. Improving correctness and efficiency in Bayesian tasks might help to
    decrease overdiagnosis in daily clinical practice, which on the one hand cause
    cost and on the other hand might endanger patients’ safety.</jats:p>'
article_type: original
author:
- first_name: Karin
  full_name: Binder, Karin
  id: '83381'
  last_name: Binder
- first_name: Stefan
  full_name: Krauss, Stefan
  last_name: Krauss
- first_name: Ralf
  full_name: Schmidmaier, Ralf
  last_name: Schmidmaier
- first_name: Leah T.
  full_name: Braun, Leah T.
  last_name: Braun
citation:
  ama: Binder K, Krauss S, Schmidmaier R, Braun LT. Natural frequency trees improve
    diagnostic efficiency in Bayesian reasoning. <i>Advances in Health Sciences Education</i>.
    2021;26(3):847-863. doi:<a href="https://doi.org/10.1007/s10459-020-10025-8">10.1007/s10459-020-10025-8</a>
  apa: Binder, K., Krauss, S., Schmidmaier, R., &#38; Braun, L. T. (2021). Natural
    frequency trees improve diagnostic efficiency in Bayesian reasoning. <i>Advances
    in Health Sciences Education</i>, <i>26</i>(3), 847–863. <a href="https://doi.org/10.1007/s10459-020-10025-8">https://doi.org/10.1007/s10459-020-10025-8</a>
  bibtex: '@article{Binder_Krauss_Schmidmaier_Braun_2021, title={Natural frequency
    trees improve diagnostic efficiency in Bayesian reasoning}, volume={26}, DOI={<a
    href="https://doi.org/10.1007/s10459-020-10025-8">10.1007/s10459-020-10025-8</a>},
    number={3}, journal={Advances in Health Sciences Education}, publisher={Springer
    Science and Business Media LLC}, author={Binder, Karin and Krauss, Stefan and
    Schmidmaier, Ralf and Braun, Leah T.}, year={2021}, pages={847–863} }'
  chicago: 'Binder, Karin, Stefan Krauss, Ralf Schmidmaier, and Leah T. Braun. “Natural
    Frequency Trees Improve Diagnostic Efficiency in Bayesian Reasoning.” <i>Advances
    in Health Sciences Education</i> 26, no. 3 (2021): 847–63. <a href="https://doi.org/10.1007/s10459-020-10025-8">https://doi.org/10.1007/s10459-020-10025-8</a>.'
  ieee: 'K. Binder, S. Krauss, R. Schmidmaier, and L. T. Braun, “Natural frequency
    trees improve diagnostic efficiency in Bayesian reasoning,” <i>Advances in Health
    Sciences Education</i>, vol. 26, no. 3, pp. 847–863, 2021, doi: <a href="https://doi.org/10.1007/s10459-020-10025-8">10.1007/s10459-020-10025-8</a>.'
  mla: Binder, Karin, et al. “Natural Frequency Trees Improve Diagnostic Efficiency
    in Bayesian Reasoning.” <i>Advances in Health Sciences Education</i>, vol. 26,
    no. 3, Springer Science and Business Media LLC, 2021, pp. 847–63, doi:<a href="https://doi.org/10.1007/s10459-020-10025-8">10.1007/s10459-020-10025-8</a>.
  short: K. Binder, S. Krauss, R. Schmidmaier, L.T. Braun, Advances in Health Sciences
    Education 26 (2021) 847–863.
date_created: 2025-04-08T11:36:11Z
date_updated: 2025-05-17T18:23:31Z
ddc:
- '370'
doi: 10.1007/s10459-020-10025-8
file:
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  content_type: application/pdf
  creator: binder
  date_created: 2025-05-17T18:23:17Z
  date_updated: 2025-05-17T18:23:17Z
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  file_name: Binder Krauss Schmidmaier Braun 2021 Natural Frequency Trees Improve
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has_accepted_license: '1'
intvolume: '        26'
issue: '3'
language:
- iso: eng
page: 847-863
publication: Advances in Health Sciences Education
publication_identifier:
  issn:
  - 1382-4996
  - 1573-1677
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Natural frequency trees improve diagnostic efficiency in Bayesian reasoning
type: journal_article
user_id: '83381'
volume: 26
year: '2021'
...
