---
_id: '47591'
author:
- first_name: Gabriela
full_name: Jonas-Ahrend, Gabriela
id: '77633'
last_name: Jonas-Ahrend
orcid: 0000-0003-3898-954X
- first_name: Marika
full_name: Kapanadze, Marika
last_name: Kapanadze
- first_name: Alexander
full_name: Mazzolini, Alexander
last_name: Mazzolini
- first_name: Fadeel
full_name: Joubran, Fadeel
last_name: Joubran
citation:
ama: 'Jonas-Ahrend G, Kapanadze M, Mazzolini A, Joubran F. Physiklehrbücher im Fokus
der fachdidaktischen Forschung - ein internationaler Literatur-Review. In: ; 2023.'
apa: Jonas-Ahrend, G., Kapanadze, M., Mazzolini, A., & Joubran, F. (2023). Physiklehrbücher
im Fokus der fachdidaktischen Forschung - ein internationaler Literatur-Review.
Jahrestagung der Deutschen Physikalischen Gesellschaft (DPG), Hannover.
bibtex: '@inproceedings{Jonas-Ahrend_Kapanadze_Mazzolini_Joubran_2023, title={Physiklehrbücher
im Fokus der fachdidaktischen Forschung - ein internationaler Literatur-Review},
author={Jonas-Ahrend, Gabriela and Kapanadze, Marika and Mazzolini, Alexander
and Joubran, Fadeel}, year={2023} }'
chicago: Jonas-Ahrend, Gabriela, Marika Kapanadze, Alexander Mazzolini, and Fadeel
Joubran. “Physiklehrbücher im Fokus der fachdidaktischen Forschung - ein internationaler
Literatur-Review,” 2023.
ieee: G. Jonas-Ahrend, M. Kapanadze, A. Mazzolini, and F. Joubran, “Physiklehrbücher
im Fokus der fachdidaktischen Forschung - ein internationaler Literatur-Review,”
presented at the Jahrestagung der Deutschen Physikalischen Gesellschaft (DPG),
Hannover, 2023.
mla: Jonas-Ahrend, Gabriela, et al. Physiklehrbücher im Fokus der fachdidaktischen
Forschung - ein internationaler Literatur-Review. 2023.
short: 'G. Jonas-Ahrend, M. Kapanadze, A. Mazzolini, F. Joubran, in: 2023.'
conference:
end_date: 8.3.2023
location: Hannover
name: Jahrestagung der Deutschen Physikalischen Gesellschaft (DPG)
start_date: 5.3.2023
date_created: 2023-10-04T14:55:19Z
date_updated: 2023-10-04T14:55:24Z
department:
- _id: '300'
language:
- iso: ger
status: public
title: Physiklehrbücher im Fokus der fachdidaktischen Forschung - ein internationaler
Literatur-Review
type: conference
user_id: '77633'
year: '2023'
...
---
_id: '47602'
author:
- first_name: Gabriela
full_name: Jonas-Ahrend, Gabriela
id: '77633'
last_name: Jonas-Ahrend
orcid: 0000-0003-3898-954X
- first_name: Marika
full_name: Kapanadze, Marika
last_name: Kapanadze
- first_name: Alexander
full_name: Mazzolini, Alexander
last_name: Mazzolini
- first_name: Fadeel
full_name: Joubran, Fadeel
last_name: Joubran
citation:
ama: 'Jonas-Ahrend G, Kapanadze M, Mazzolini A, Joubran F. Ergebnisse einer Reviewstudie
zur Evaluation von Physiklehrbüchern. In: ; 2023.'
apa: Jonas-Ahrend, G., Kapanadze, M., Mazzolini, A., & Joubran, F. (2023). Ergebnisse
einer Reviewstudie zur Evaluation von Physiklehrbüchern. Gesellschaft für
Didaktik der Chemie und Physik (GDCP), Hamburg.
bibtex: '@inproceedings{Jonas-Ahrend_Kapanadze_Mazzolini_Joubran_2023, title={Ergebnisse
einer Reviewstudie zur Evaluation von Physiklehrbüchern}, author={Jonas-Ahrend,
Gabriela and Kapanadze, Marika and Mazzolini, Alexander and Joubran, Fadeel},
year={2023} }'
chicago: Jonas-Ahrend, Gabriela, Marika Kapanadze, Alexander Mazzolini, and Fadeel
Joubran. “Ergebnisse einer Reviewstudie zur Evaluation von Physiklehrbüchern,”
2023.
ieee: G. Jonas-Ahrend, M. Kapanadze, A. Mazzolini, and F. Joubran, “Ergebnisse einer
Reviewstudie zur Evaluation von Physiklehrbüchern,” presented at the Gesellschaft
für Didaktik der Chemie und Physik (GDCP), Hamburg, 2023.
mla: Jonas-Ahrend, Gabriela, et al. Ergebnisse einer Reviewstudie zur Evaluation
von Physiklehrbüchern. 2023.
short: 'G. Jonas-Ahrend, M. Kapanadze, A. Mazzolini, F. Joubran, in: 2023.'
conference:
end_date: 14.9.2023
location: Hamburg
name: Gesellschaft für Didaktik der Chemie und Physik (GDCP)
start_date: 11.9.2023
date_created: 2023-10-04T21:22:32Z
date_updated: 2023-10-04T21:22:44Z
department:
- _id: '300'
language:
- iso: ger
status: public
title: Ergebnisse einer Reviewstudie zur Evaluation von Physiklehrbüchern
type: conference_abstract
user_id: '77633'
year: '2023'
...
---
_id: '45866'
author:
- first_name: Lukas
full_name: Knorr, Lukas
id: '90391'
last_name: Knorr
- first_name: Florian
full_name: Schlosser, Florian
id: '88614'
last_name: Schlosser
- first_name: Henning
full_name: Meschede, Henning
id: '86954'
last_name: Meschede
orcid: 0000-0002-1538-089X
citation:
ama: Knorr L, Schlosser F, Meschede H. Assessment of Energy Efficiency and Flexibility
Measures in Electrified Process Heat Generation Based on Simulations in the Animal
Feed Industry. Journal of Sustainable Development of Energy, Water and Environment
Systems. 2023;11(3):0-0. doi:10.13044/j.sdewes.d11.0444
apa: Knorr, L., Schlosser, F., & Meschede, H. (2023). Assessment of Energy Efficiency
and Flexibility Measures in Electrified Process Heat Generation Based on Simulations
in the Animal Feed Industry. Journal of Sustainable Development of Energy,
Water and Environment Systems, 11(3), 0–0. https://doi.org/10.13044/j.sdewes.d11.0444
bibtex: '@article{Knorr_Schlosser_Meschede_2023, title={Assessment of Energy Efficiency
and Flexibility Measures in Electrified Process Heat Generation Based on Simulations
in the Animal Feed Industry}, volume={11}, DOI={10.13044/j.sdewes.d11.0444},
number={3}, journal={Journal of Sustainable Development of Energy, Water and Environment
Systems}, publisher={SDEWES Centre}, author={Knorr, Lukas and Schlosser, Florian
and Meschede, Henning}, year={2023}, pages={0–0} }'
chicago: 'Knorr, Lukas, Florian Schlosser, and Henning Meschede. “Assessment of
Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation
Based on Simulations in the Animal Feed Industry.” Journal of Sustainable Development
of Energy, Water and Environment Systems 11, no. 3 (2023): 0–0. https://doi.org/10.13044/j.sdewes.d11.0444.'
ieee: 'L. Knorr, F. Schlosser, and H. Meschede, “Assessment of Energy Efficiency
and Flexibility Measures in Electrified Process Heat Generation Based on Simulations
in the Animal Feed Industry,” Journal of Sustainable Development of Energy,
Water and Environment Systems, vol. 11, no. 3, pp. 0–0, 2023, doi: 10.13044/j.sdewes.d11.0444.'
mla: Knorr, Lukas, et al. “Assessment of Energy Efficiency and Flexibility Measures
in Electrified Process Heat Generation Based on Simulations in the Animal Feed
Industry.” Journal of Sustainable Development of Energy, Water and Environment
Systems, vol. 11, no. 3, SDEWES Centre, 2023, pp. 0–0, doi:10.13044/j.sdewes.d11.0444.
short: L. Knorr, F. Schlosser, H. Meschede, Journal of Sustainable Development of
Energy, Water and Environment Systems 11 (2023) 0–0.
date_created: 2023-07-05T07:47:37Z
date_updated: 2023-10-02T09:05:36Z
department:
- _id: '644'
doi: 10.13044/j.sdewes.d11.0444
issue: '3'
keyword:
- Energy Engineering and Power Technology
- Water Science and Technology
- Environmental Science (miscellaneous)
- Renewable Energy
- Sustainability and the Environment
language:
- iso: eng
page: 0-0
publication: Journal of Sustainable Development of Energy, Water and Environment Systems
publication_identifier:
issn:
- 1848-9257
publication_status: published
publisher: SDEWES Centre
status: public
title: Assessment of Energy Efficiency and Flexibility Measures in Electrified Process
Heat Generation Based on Simulations in the Animal Feed Industry
type: journal_article
user_id: '90391'
volume: ' 11'
year: '2023'
...
---
_id: '47800'
abstract:
- lang: eng
text: The introduction of Systems Engineering is an approach for dealing
with the increasing complexity of products and their associated product development.
Several introduction strategies are available in the literature; nevertheless,
the introduction of Systems Engineering into practice still poses a great challenge
to companies. Many companies have already gained experience in the introduction
of Systems Engineering. Therefore, as part of the SE4OWL research project, the
need to conduct a study including expert interviews and to collect the experiences
of experts was identified. A total of 78 hypotheses were identified from 13 expert
interviews concerning the lessons learned. Using exclusion criteria, 52 hypotheses
were validated in a subsequent quantitative survey with 112 participants. Of these
52 hypotheses, 40 could be confirmed based on the survey results. Only four hypotheses
were rejected, and eight could neither be confirmed nor rejected. Through this
research, guidance is provided to companies to leverage best practices for the
introduction of their own Systems Engineering and to avoid the poor practices
of other companies.
article_number: '119'
author:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Robin
full_name: Grothe, Robin
last_name: Grothe
- first_name: Lukas
full_name: Bretz, Lukas
last_name: Bretz
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Wilke D, Grothe R, Bretz L, Anacker H, Dumitrescu R. Lessons Learned from the
Introduction of Systems Engineering. Systems. 2023;11(3). doi:10.3390/systems11030119
apa: Wilke, D., Grothe, R., Bretz, L., Anacker, H., & Dumitrescu, R. (2023).
Lessons Learned from the Introduction of Systems Engineering. Systems,
11(3), Article 119. https://doi.org/10.3390/systems11030119
bibtex: '@article{Wilke_Grothe_Bretz_Anacker_Dumitrescu_2023, title={Lessons Learned
from the Introduction of Systems Engineering}, volume={11}, DOI={10.3390/systems11030119},
number={3119}, journal={Systems}, publisher={MDPI AG}, author={Wilke, Daria and
Grothe, Robin and Bretz, Lukas and Anacker, Harald and Dumitrescu, Roman}, year={2023}
}'
chicago: Wilke, Daria, Robin Grothe, Lukas Bretz, Harald Anacker, and Roman Dumitrescu.
“Lessons Learned from the Introduction of Systems Engineering.” Systems
11, no. 3 (2023). https://doi.org/10.3390/systems11030119.
ieee: 'D. Wilke, R. Grothe, L. Bretz, H. Anacker, and R. Dumitrescu, “Lessons Learned
from the Introduction of Systems Engineering,” Systems, vol. 11, no. 3,
Art. no. 119, 2023, doi: 10.3390/systems11030119.'
mla: Wilke, Daria, et al. “Lessons Learned from the Introduction of Systems Engineering.”
Systems, vol. 11, no. 3, 119, MDPI AG, 2023, doi:10.3390/systems11030119.
short: D. Wilke, R. Grothe, L. Bretz, H. Anacker, R. Dumitrescu, Systems 11 (2023).
date_created: 2023-10-06T07:38:11Z
date_updated: 2023-10-06T07:38:40Z
department:
- _id: '563'
doi: 10.3390/systems11030119
intvolume: ' 11'
issue: '3'
keyword:
- Information Systems and Management
- Computer Networks and Communications
- Modeling and Simulation
- Control and Systems Engineering
- Software
language:
- iso: eng
publication: Systems
publication_identifier:
issn:
- 2079-8954
publication_status: published
publisher: MDPI AG
status: public
title: Lessons Learned from the Introduction of Systems Engineering
type: journal_article
user_id: '15782'
volume: 11
year: '2023'
...
---
_id: '47798'
abstract:
- lang: eng
text: "Abstract\r\n In diesem Beitrag
wird die soziotechnische Gestaltung einer Intelligenten Personaleinsatzplanung
beim Unternehmen Miele & Cie. KG im Rahmen des Leuchtturmprojekts „InTime“
im Kompetenzzentrum Arbeitswelt.Plus beschrieben. Hierzu werden die Durchführung
und Auswertung einer Interviewreihe sowie das daraus erarbeitete Soll-Konzept
vorgestellt."
author:
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Dominik
full_name: Bentler, Dominik
last_name: Bentler
- first_name: Michael
full_name: Bansmann, Michael
last_name: Bansmann
- first_name: Benedikt
full_name: Andrew Latos, Benedikt
last_name: Andrew Latos
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Gabriel S, Bentler D, Bansmann M, Andrew Latos B, Kühn A, Dumitrescu R. Soziotechnische
Gestaltung einer intelligenten Personaleinsatzplanung. Zeitschrift für wirtschaftlichen
Fabrikbetrieb. 2023;118(1-2):64-68. doi:10.1515/zwf-2023-1009
apa: Gabriel, S., Bentler, D., Bansmann, M., Andrew Latos, B., Kühn, A., & Dumitrescu,
R. (2023). Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung.
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb, 118(1–2), 64–68.
https://doi.org/10.1515/zwf-2023-1009
bibtex: '@article{Gabriel_Bentler_Bansmann_Andrew Latos_Kühn_Dumitrescu_2023, title={Soziotechnische
Gestaltung einer intelligenten Personaleinsatzplanung}, volume={118}, DOI={10.1515/zwf-2023-1009}, number={1–2},
journal={Zeitschrift für wirtschaftlichen Fabrikbetrieb}, publisher={Walter de
Gruyter GmbH}, author={Gabriel, Stefan and Bentler, Dominik and Bansmann, Michael
and Andrew Latos, Benedikt and Kühn, Arno and Dumitrescu, Roman}, year={2023},
pages={64–68} }'
chicago: 'Gabriel, Stefan, Dominik Bentler, Michael Bansmann, Benedikt Andrew Latos,
Arno Kühn, and Roman Dumitrescu. “Soziotechnische Gestaltung Einer Intelligenten
Personaleinsatzplanung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb
118, no. 1–2 (2023): 64–68. https://doi.org/10.1515/zwf-2023-1009.'
ieee: 'S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, and R. Dumitrescu,
“Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung,” Zeitschrift
für wirtschaftlichen Fabrikbetrieb, vol. 118, no. 1–2, pp. 64–68, 2023, doi:
10.1515/zwf-2023-1009.'
mla: Gabriel, Stefan, et al. “Soziotechnische Gestaltung Einer Intelligenten Personaleinsatzplanung.”
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb, vol. 118, no. 1–2, Walter
de Gruyter GmbH, 2023, pp. 64–68, doi:10.1515/zwf-2023-1009.
short: S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, R. Dumitrescu,
Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 118 (2023) 64–68.
date_created: 2023-10-06T07:28:04Z
date_updated: 2023-10-06T07:38:58Z
department:
- _id: '563'
doi: 10.1515/zwf-2023-1009
intvolume: ' 118'
issue: 1-2
keyword:
- Management Science and Operations Research
- Strategy and Management
- General Engineering
language:
- iso: eng
page: 64-68
publication: Zeitschrift für wirtschaftlichen Fabrikbetrieb
publication_identifier:
issn:
- 2511-0896
- 0947-0085
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung
type: journal_article
user_id: '15782'
volume: 118
year: '2023'
...
---
_id: '47797'
author:
- first_name: Jörn Steffen
full_name: Menzefricke, Jörn Steffen
id: '29799'
last_name: Menzefricke
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Thomas
full_name: Gundlach, Thomas
last_name: Gundlach
- first_name: Daniela
full_name: Hobscheidt, Daniela
last_name: Hobscheidt
- first_name: Christian
full_name: Kürpick, Christian
last_name: Kürpick
- first_name: Felix
full_name: Schnasse, Felix
last_name: Schnasse
- first_name: Michel
full_name: Scholtysik, Michel
id: '50562'
last_name: Scholtysik
- first_name: Heiko
full_name: Seif, Heiko
last_name: Seif
- first_name: Christian
full_name: Koldewey, Christian
id: '43136'
last_name: Koldewey
orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Menzefricke JS, Gabriel S, Gundlach T, et al. Soziotechnisches Risikomanagement
als Erfolgsfaktor für die Digitale Transformation. In: Schwerpunkt Business
Model Innovation. Springer Fachmedien Wiesbaden; 2023. doi:10.1007/978-3-658-36634-6_14'
apa: Menzefricke, J. S., Gabriel, S., Gundlach, T., Hobscheidt, D., Kürpick, C.,
Schnasse, F., Scholtysik, M., Seif, H., Koldewey, C., & Dumitrescu, R. (2023).
Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation.
In Schwerpunkt Business Model Innovation. Springer Fachmedien Wiesbaden.
https://doi.org/10.1007/978-3-658-36634-6_14
bibtex: '@inbook{Menzefricke_Gabriel_Gundlach_Hobscheidt_Kürpick_Schnasse_Scholtysik_Seif_Koldewey_Dumitrescu_2023,
place={Wiesbaden}, title={Soziotechnisches Risikomanagement als Erfolgsfaktor
für die Digitale Transformation}, DOI={10.1007/978-3-658-36634-6_14},
booktitle={Schwerpunkt Business Model Innovation}, publisher={Springer Fachmedien
Wiesbaden}, author={Menzefricke, Jörn Steffen and Gabriel, Stefan and Gundlach,
Thomas and Hobscheidt, Daniela and Kürpick, Christian and Schnasse, Felix and
Scholtysik, Michel and Seif, Heiko and Koldewey, Christian and Dumitrescu, Roman},
year={2023} }'
chicago: 'Menzefricke, Jörn Steffen, Stefan Gabriel, Thomas Gundlach, Daniela Hobscheidt,
Christian Kürpick, Felix Schnasse, Michel Scholtysik, Heiko Seif, Christian Koldewey,
and Roman Dumitrescu. “Soziotechnisches Risikomanagement Als Erfolgsfaktor Für
Die Digitale Transformation.” In Schwerpunkt Business Model Innovation.
Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-36634-6_14.'
ieee: 'J. S. Menzefricke et al., “Soziotechnisches Risikomanagement als Erfolgsfaktor
für die Digitale Transformation,” in Schwerpunkt Business Model Innovation,
Wiesbaden: Springer Fachmedien Wiesbaden, 2023.'
mla: Menzefricke, Jörn Steffen, et al. “Soziotechnisches Risikomanagement Als Erfolgsfaktor
Für Die Digitale Transformation.” Schwerpunkt Business Model Innovation,
Springer Fachmedien Wiesbaden, 2023, doi:10.1007/978-3-658-36634-6_14.
short: 'J.S. Menzefricke, S. Gabriel, T. Gundlach, D. Hobscheidt, C. Kürpick, F.
Schnasse, M. Scholtysik, H. Seif, C. Koldewey, R. Dumitrescu, in: Schwerpunkt
Business Model Innovation, Springer Fachmedien Wiesbaden, Wiesbaden, 2023.'
date_created: 2023-10-06T07:27:01Z
date_updated: 2023-10-06T07:39:32Z
department:
- _id: '563'
doi: 10.1007/978-3-658-36634-6_14
language:
- iso: eng
place: Wiesbaden
publication: Schwerpunkt Business Model Innovation
publication_identifier:
isbn:
- '9783658366339'
- '9783658366346'
issn:
- 2569-2348
- 2569-4944
publication_status: published
publisher: Springer Fachmedien Wiesbaden
status: public
title: Soziotechnisches Risikomanagement als Erfolgsfaktor für die Digitale Transformation
type: book_chapter
user_id: '15782'
year: '2023'
...
---
_id: '47799'
author:
- first_name: Dominik
full_name: Bentler, Dominik
last_name: Bentler
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Benedikt A.
full_name: Latos, Benedikt A.
last_name: Latos
- first_name: 'Oliver '
full_name: 'Dietrich, Oliver '
last_name: Dietrich
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Günter W.
full_name: Maier, Günter W.
last_name: Maier
citation:
ama: 'Bentler D, Gabriel S, Latos BA, Dietrich O, Dumitrescu R, Maier GW. Partizipatives
Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden
Unternehmen. In: GfA-Frühjahrskongress 2023. GfA, Sankt Augustin; 2023.'
apa: Bentler, D., Gabriel, S., Latos, B. A., Dietrich, O., Dumitrescu, R., &
Maier, G. W. (2023). Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher
Intelligenz in produzierenden Unternehmen. GfA-Frühjahrskongress 2023.
bibtex: '@inproceedings{Bentler_Gabriel_Latos_Dietrich_Dumitrescu_Maier_2023, title={Partizipatives
Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden
Unternehmen}, booktitle={GfA-Frühjahrskongress 2023}, publisher={GfA, Sankt Augustin},
author={Bentler, Dominik and Gabriel, Stefan and Latos, Benedikt A. and Dietrich,
Oliver and Dumitrescu, Roman and Maier, Günter W.}, year={2023} }'
chicago: Bentler, Dominik, Stefan Gabriel, Benedikt A. Latos, Oliver Dietrich,
Roman Dumitrescu, and Günter W. Maier. “Partizipatives Gestaltungsvorgehen Bei
Der Einführung Künstlicher Intelligenz in Produzierenden Unternehmen.” In GfA-Frühjahrskongress
2023. GfA, Sankt Augustin, 2023.
ieee: D. Bentler, S. Gabriel, B. A. Latos, O. Dietrich, R. Dumitrescu, and G. W.
Maier, “Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz
in produzierenden Unternehmen,” 2023.
mla: Bentler, Dominik, et al. “Partizipatives Gestaltungsvorgehen Bei Der Einführung
Künstlicher Intelligenz in Produzierenden Unternehmen.” GfA-Frühjahrskongress
2023, GfA, Sankt Augustin, 2023.
short: 'D. Bentler, S. Gabriel, B.A. Latos, O. Dietrich, R. Dumitrescu, G.W. Maier,
in: GfA-Frühjahrskongress 2023, GfA, Sankt Augustin, 2023.'
date_created: 2023-10-06T07:37:19Z
date_updated: 2023-10-06T07:37:45Z
department:
- _id: '563'
language:
- iso: eng
publication: GfA-Frühjahrskongress 2023
publisher: GfA, Sankt Augustin
status: public
title: Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz
in produzierenden Unternehmen
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '47827'
author:
- first_name: Julian
full_name: Weller, Julian
last_name: Weller
- first_name: Daniel
full_name: Roesmann, Daniel
last_name: Roesmann
- first_name: Sönke
full_name: Eggert, Sönke
last_name: Eggert
- first_name: Sebastian
full_name: von Enzberg, Sebastian
last_name: von Enzberg
- first_name: Iris
full_name: Gräßler, Iris
last_name: Gräßler
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Weller J, Roesmann D, Eggert S, von Enzberg S, Gräßler I, Dumitrescu R. Identification
and prediction of standard times in machining for precision steel tubes through
the usage of data analytics. Procedia CIRP. 2023;119:514-520. doi:10.1016/j.procir.2023.01.011
apa: Weller, J., Roesmann, D., Eggert, S., von Enzberg, S., Gräßler, I., & Dumitrescu,
R. (2023). Identification and prediction of standard times in machining for precision
steel tubes through the usage of data analytics. Procedia CIRP, 119,
514–520. https://doi.org/10.1016/j.procir.2023.01.011
bibtex: '@article{Weller_Roesmann_Eggert_von Enzberg_Gräßler_Dumitrescu_2023, title={Identification
and prediction of standard times in machining for precision steel tubes through
the usage of data analytics}, volume={119}, DOI={10.1016/j.procir.2023.01.011},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Roesmann,
Daniel and Eggert, Sönke and von Enzberg, Sebastian and Gräßler, Iris and Dumitrescu,
Roman}, year={2023}, pages={514–520} }'
chicago: 'Weller, Julian, Daniel Roesmann, Sönke Eggert, Sebastian von Enzberg,
Iris Gräßler, and Roman Dumitrescu. “Identification and Prediction of Standard
Times in Machining for Precision Steel Tubes through the Usage of Data Analytics.”
Procedia CIRP 119 (2023): 514–20. https://doi.org/10.1016/j.procir.2023.01.011.'
ieee: 'J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, and R. Dumitrescu,
“Identification and prediction of standard times in machining for precision steel
tubes through the usage of data analytics,” Procedia CIRP, vol. 119, pp.
514–520, 2023, doi: 10.1016/j.procir.2023.01.011.'
mla: Weller, Julian, et al. “Identification and Prediction of Standard Times in
Machining for Precision Steel Tubes through the Usage of Data Analytics.” Procedia
CIRP, vol. 119, Elsevier BV, 2023, pp. 514–20, doi:10.1016/j.procir.2023.01.011.
short: J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, R. Dumitrescu,
Procedia CIRP 119 (2023) 514–520.
date_created: 2023-10-06T09:48:14Z
date_updated: 2023-10-06T09:48:47Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.01.011
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 514-520
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Identification and prediction of standard times in machining for precision
steel tubes through the usage of data analytics
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47822'
author:
- first_name: Fabian
full_name: Machon, Fabian
last_name: Machon
- first_name: Stefan
full_name: Gabriel, Stefan
last_name: Gabriel
- first_name: Benedikt
full_name: Latos, Benedikt
last_name: Latos
- first_name: Christoph
full_name: Holtkötter, Christoph
last_name: Holtkötter
- first_name: Ben
full_name: Lütkehoff, Ben
last_name: Lütkehoff
- first_name: Laban
full_name: Asmar, Laban
last_name: Asmar
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Machon F, Gabriel S, Latos B, et al. Design of individual simulation games
in manufacturing companies for game-based learning. Procedia CIRP. 2023;119:1017-1022.
doi:10.1016/j.procir.2023.03.145
apa: Machon, F., Gabriel, S., Latos, B., Holtkötter, C., Lütkehoff, B., Asmar, L.,
Kühn, A., & Dumitrescu, R. (2023). Design of individual simulation games in
manufacturing companies for game-based learning. Procedia CIRP, 119,
1017–1022. https://doi.org/10.1016/j.procir.2023.03.145
bibtex: '@article{Machon_Gabriel_Latos_Holtkötter_Lütkehoff_Asmar_Kühn_Dumitrescu_2023,
title={Design of individual simulation games in manufacturing companies for game-based
learning}, volume={119}, DOI={10.1016/j.procir.2023.03.145},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Machon, Fabian and Gabriel,
Stefan and Latos, Benedikt and Holtkötter, Christoph and Lütkehoff, Ben and Asmar,
Laban and Kühn, Arno and Dumitrescu, Roman}, year={2023}, pages={1017–1022} }'
chicago: 'Machon, Fabian, Stefan Gabriel, Benedikt Latos, Christoph Holtkötter,
Ben Lütkehoff, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Design of Individual
Simulation Games in Manufacturing Companies for Game-Based Learning.” Procedia
CIRP 119 (2023): 1017–22. https://doi.org/10.1016/j.procir.2023.03.145.'
ieee: 'F. Machon et al., “Design of individual simulation games in manufacturing
companies for game-based learning,” Procedia CIRP, vol. 119, pp. 1017–1022,
2023, doi: 10.1016/j.procir.2023.03.145.'
mla: Machon, Fabian, et al. “Design of Individual Simulation Games in Manufacturing
Companies for Game-Based Learning.” Procedia CIRP, vol. 119, Elsevier BV,
2023, pp. 1017–22, doi:10.1016/j.procir.2023.03.145.
short: F. Machon, S. Gabriel, B. Latos, C. Holtkötter, B. Lütkehoff, L. Asmar, A.
Kühn, R. Dumitrescu, Procedia CIRP 119 (2023) 1017–1022.
date_created: 2023-10-06T09:43:30Z
date_updated: 2023-10-06T09:44:19Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.03.145
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 1017-1022
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Design of individual simulation games in manufacturing companies for game-based
learning
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47824'
author:
- first_name: Jonathan
full_name: Brock, Jonathan
last_name: Brock
- first_name: Sebastian
full_name: von Enzberg, Sebastian
last_name: von Enzberg
- first_name: Arno
full_name: Kühn, Arno
last_name: Kühn
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: 'Brock J, von Enzberg S, Kühn A, Dumitrescu R. Process Mining Data Canvas:
A method to identify data and process knowledge for data collection and preparation
in process mining projects. Procedia CIRP. 2023;119:602-607. doi:10.1016/j.procir.2023.03.114'
apa: 'Brock, J., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2023). Process
Mining Data Canvas: A method to identify data and process knowledge for data collection
and preparation in process mining projects. Procedia CIRP, 119,
602–607. https://doi.org/10.1016/j.procir.2023.03.114'
bibtex: '@article{Brock_von Enzberg_Kühn_Dumitrescu_2023, title={Process Mining
Data Canvas: A method to identify data and process knowledge for data collection
and preparation in process mining projects}, volume={119}, DOI={10.1016/j.procir.2023.03.114},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Brock, Jonathan and
von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2023}, pages={602–607}
}'
chicago: 'Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu.
“Process Mining Data Canvas: A Method to Identify Data and Process Knowledge for
Data Collection and Preparation in Process Mining Projects.” Procedia CIRP
119 (2023): 602–7. https://doi.org/10.1016/j.procir.2023.03.114.'
ieee: 'J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Process Mining Data
Canvas: A method to identify data and process knowledge for data collection and
preparation in process mining projects,” Procedia CIRP, vol. 119, pp. 602–607,
2023, doi: 10.1016/j.procir.2023.03.114.'
mla: 'Brock, Jonathan, et al. “Process Mining Data Canvas: A Method to Identify
Data and Process Knowledge for Data Collection and Preparation in Process Mining
Projects.” Procedia CIRP, vol. 119, Elsevier BV, 2023, pp. 602–07, doi:10.1016/j.procir.2023.03.114.'
short: J. Brock, S. von Enzberg, A. Kühn, R. Dumitrescu, Procedia CIRP 119 (2023)
602–607.
date_created: 2023-10-06T09:45:27Z
date_updated: 2023-10-06T09:46:11Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.03.114
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 602-607
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Process Mining Data Canvas: A method to identify data and process knowledge
for data collection and preparation in process mining projects'
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47826'
author:
- first_name: Daria
full_name: Wilke, Daria
last_name: Wilke
- first_name: Anja
full_name: Schierbaum, Anja
last_name: Schierbaum
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
citation:
ama: Wilke D, Schierbaum A, Anacker H, Dumitrescu R. Targeted-oriented selection
of engineering methods. Procedia CIRP. 2023;119:788-793. doi:10.1016/j.procir.2023.02.166
apa: Wilke, D., Schierbaum, A., Anacker, H., & Dumitrescu, R. (2023). Targeted-oriented
selection of engineering methods. Procedia CIRP, 119, 788–793. https://doi.org/10.1016/j.procir.2023.02.166
bibtex: '@article{Wilke_Schierbaum_Anacker_Dumitrescu_2023, title={Targeted-oriented
selection of engineering methods}, volume={119}, DOI={10.1016/j.procir.2023.02.166},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Wilke, Daria and Schierbaum,
Anja and Anacker, Harald and Dumitrescu, Roman}, year={2023}, pages={788–793}
}'
chicago: 'Wilke, Daria, Anja Schierbaum, Harald Anacker, and Roman Dumitrescu. “Targeted-Oriented
Selection of Engineering Methods.” Procedia CIRP 119 (2023): 788–93. https://doi.org/10.1016/j.procir.2023.02.166.'
ieee: 'D. Wilke, A. Schierbaum, H. Anacker, and R. Dumitrescu, “Targeted-oriented
selection of engineering methods,” Procedia CIRP, vol. 119, pp. 788–793,
2023, doi: 10.1016/j.procir.2023.02.166.'
mla: Wilke, Daria, et al. “Targeted-Oriented Selection of Engineering Methods.”
Procedia CIRP, vol. 119, Elsevier BV, 2023, pp. 788–93, doi:10.1016/j.procir.2023.02.166.
short: D. Wilke, A. Schierbaum, H. Anacker, R. Dumitrescu, Procedia CIRP 119 (2023)
788–793.
date_created: 2023-10-06T09:47:07Z
date_updated: 2023-10-06T09:47:31Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.02.166
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 788-793
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Targeted-oriented selection of engineering methods
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '47833'
author:
- first_name: Jürgen
full_name: König, Jürgen
last_name: König
citation:
ama: König J. On the Membership and Correctness Problem for State Serializability
and Value Opacity.; 2023.
apa: König, J. (2023). On the Membership and Correctness Problem for State Serializability
and Value Opacity.
bibtex: '@book{König_2023, title={On the Membership and Correctness Problem for
State Serializability and Value Opacity}, author={König, Jürgen}, year={2023}
}'
chicago: König, Jürgen. On the Membership and Correctness Problem for State Serializability
and Value Opacity, 2023.
ieee: J. König, On the Membership and Correctness Problem for State Serializability
and Value Opacity. 2023.
mla: König, Jürgen. On the Membership and Correctness Problem for State Serializability
and Value Opacity. 2023.
short: J. König, On the Membership and Correctness Problem for State Serializability
and Value Opacity, 2023.
date_created: 2023-10-06T12:41:35Z
date_updated: 2023-10-06T12:41:42Z
department:
- _id: '77'
language:
- iso: eng
project:
- _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'
- _id: '11'
name: 'SFB 901 - B3: SFB 901 - Subproject B3'
status: public
supervisor:
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
title: On the Membership and Correctness Problem for State Serializability and Value
Opacity
type: dissertation
user_id: '15504'
year: '2023'
...
---
_id: '47837'
author:
- first_name: Tim
full_name: Hansmeier, Tim
last_name: Hansmeier
citation:
ama: Hansmeier T. XCS for Self-Awareness in Autonomous Computing Systems.;
2023.
apa: Hansmeier, T. (2023). XCS for Self-awareness in Autonomous Computing Systems.
bibtex: '@book{Hansmeier_2023, title={XCS for Self-awareness in Autonomous Computing
Systems}, author={Hansmeier, Tim}, year={2023} }'
chicago: Hansmeier, Tim. XCS for Self-Awareness in Autonomous Computing Systems,
2023.
ieee: T. Hansmeier, XCS for Self-awareness in Autonomous Computing Systems.
2023.
mla: Hansmeier, Tim. XCS for Self-Awareness in Autonomous Computing Systems.
2023.
short: T. Hansmeier, XCS for Self-Awareness in Autonomous Computing Systems, 2023.
date_created: 2023-10-06T12:45:58Z
date_updated: 2023-10-06T12:46:08Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '1'
grant_number: '160364472'
name: 'SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen
in dynamischen Märkten '
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '14'
grant_number: '160364472'
name: 'SFB 901 - C2: SFB 901 - On-The-Fly Compute Centers I: Heterogene Ausführungsumgebungen
(Subproject C2)'
status: public
supervisor:
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
title: XCS for Self-awareness in Autonomous Computing Systems
type: dissertation
user_id: '15504'
year: '2023'
...
---
_id: '32407'
abstract:
- lang: eng
text: "Estimating the ground state energy of a local Hamiltonian is a central\r\nproblem
in quantum chemistry. In order to further investigate its complexity\r\nand the
potential of quantum algorithms for quantum chemistry, Gharibian and Le\r\nGall
(STOC 2022) recently introduced the guided local Hamiltonian problem\r\n(GLH),
which is a variant of the local Hamiltonian problem where an\r\napproximation
of a ground state is given as an additional input. Gharibian and\r\nLe Gall showed
quantum advantage (more precisely, BQP-completeness) for GLH\r\nwith $6$-local
Hamiltonians when the guiding vector has overlap\r\n(inverse-polynomially) close
to 1/2 with a ground state. In this paper, we\r\noptimally improve both the locality
and the overlap parameters: we show that\r\nthis quantum advantage (BQP-completeness)
persists even with 2-local\r\nHamiltonians, and even when the guiding vector has
overlap\r\n(inverse-polynomially) close to 1 with a ground state. Moreover, we
show that\r\nthe quantum advantage also holds for 2-local physically motivated
Hamiltonians\r\non a 2D square lattice. This makes a further step towards establishing\r\npractical
quantum advantage in quantum chemistry."
author:
- first_name: Sevag
full_name: Gharibian, Sevag
id: '71541'
last_name: Gharibian
orcid: 0000-0002-9992-3379
- first_name: Ryu
full_name: Hayakawa, Ryu
last_name: Hayakawa
- first_name: François Le
full_name: Gall, François Le
last_name: Gall
- first_name: Tomoyuki
full_name: Morimae, Tomoyuki
last_name: Morimae
citation:
ama: 'Gharibian S, Hayakawa R, Gall FL, Morimae T. Improved Hardness Results for
the Guided Local Hamiltonian Problem. In: Proceedings of the 50th EATCS International
Colloquium on Automata, Languages and Programming (ICALP). Vol 261. ; 2023:1-19.
doi:10.4230/LIPIcs.ICALP.2023.32'
apa: Gharibian, S., Hayakawa, R., Gall, F. L., & Morimae, T. (2023). Improved
Hardness Results for the Guided Local Hamiltonian Problem. Proceedings of the
50th EATCS International Colloquium on Automata, Languages and Programming (ICALP),
261(32), 1–19. https://doi.org/10.4230/LIPIcs.ICALP.2023.32
bibtex: '@inproceedings{Gharibian_Hayakawa_Gall_Morimae_2023, title={Improved Hardness
Results for the Guided Local Hamiltonian Problem}, volume={261}, DOI={10.4230/LIPIcs.ICALP.2023.32},
number={32}, booktitle={Proceedings of the 50th EATCS International Colloquium
on Automata, Languages and Programming (ICALP)}, author={Gharibian, Sevag and
Hayakawa, Ryu and Gall, François Le and Morimae, Tomoyuki}, year={2023}, pages={1–19}
}'
chicago: Gharibian, Sevag, Ryu Hayakawa, François Le Gall, and Tomoyuki Morimae.
“Improved Hardness Results for the Guided Local Hamiltonian Problem.” In Proceedings
of the 50th EATCS International Colloquium on Automata, Languages and Programming
(ICALP), 261:1–19, 2023. https://doi.org/10.4230/LIPIcs.ICALP.2023.32.
ieee: 'S. Gharibian, R. Hayakawa, F. L. Gall, and T. Morimae, “Improved Hardness
Results for the Guided Local Hamiltonian Problem,” in Proceedings of the 50th
EATCS International Colloquium on Automata, Languages and Programming (ICALP),
2023, vol. 261, no. 32, pp. 1–19, doi: 10.4230/LIPIcs.ICALP.2023.32.'
mla: Gharibian, Sevag, et al. “Improved Hardness Results for the Guided Local Hamiltonian
Problem.” Proceedings of the 50th EATCS International Colloquium on Automata,
Languages and Programming (ICALP), vol. 261, no. 32, 2023, pp. 1–19, doi:10.4230/LIPIcs.ICALP.2023.32.
short: 'S. Gharibian, R. Hayakawa, F.L. Gall, T. Morimae, in: Proceedings of the
50th EATCS International Colloquium on Automata, Languages and Programming (ICALP),
2023, pp. 1–19.'
date_created: 2022-07-22T12:32:40Z
date_updated: 2023-10-09T04:17:10Z
department:
- _id: '623'
- _id: '7'
doi: 10.4230/LIPIcs.ICALP.2023.32
external_id:
arxiv:
- '2207.10250'
intvolume: ' 261'
issue: '32'
language:
- iso: eng
page: 1-19
publication: Proceedings of the 50th EATCS International Colloquium on Automata, Languages
and Programming (ICALP)
publication_status: published
status: public
title: Improved Hardness Results for the Guided Local Hamiltonian Problem
type: conference
user_id: '71541'
volume: 261
year: '2023'
...
---
_id: '48051'
author:
- first_name: Lynn
full_name: Humpert, Lynn
last_name: Humpert
- first_name: Moritz
full_name: Wäschle, Moritz
last_name: Wäschle
- first_name: Sarah
full_name: Horstmeyer, Sarah
last_name: Horstmeyer
- first_name: Harald
full_name: Anacker, Harald
last_name: Anacker
- first_name: Roman
full_name: Dumitrescu, Roman
id: '16190'
last_name: Dumitrescu
- first_name: Albert
full_name: Albers, Albert
last_name: Albers
citation:
ama: Humpert L, Wäschle M, Horstmeyer S, Anacker H, Dumitrescu R, Albers A. Stakeholder-oriented
Elaboration of Artificial Intelligence use cases using the example of Special-Purpose
engineering. Procedia CIRP. 2023;119:693-698. doi:10.1016/j.procir.2023.02.160
apa: Humpert, L., Wäschle, M., Horstmeyer, S., Anacker, H., Dumitrescu, R., &
Albers, A. (2023). Stakeholder-oriented Elaboration of Artificial Intelligence
use cases using the example of Special-Purpose engineering. Procedia CIRP,
119, 693–698. https://doi.org/10.1016/j.procir.2023.02.160
bibtex: '@article{Humpert_Wäschle_Horstmeyer_Anacker_Dumitrescu_Albers_2023, title={Stakeholder-oriented
Elaboration of Artificial Intelligence use cases using the example of Special-Purpose
engineering}, volume={119}, DOI={10.1016/j.procir.2023.02.160},
journal={Procedia CIRP}, publisher={Elsevier BV}, author={Humpert, Lynn and Wäschle,
Moritz and Horstmeyer, Sarah and Anacker, Harald and Dumitrescu, Roman and Albers,
Albert}, year={2023}, pages={693–698} }'
chicago: 'Humpert, Lynn, Moritz Wäschle, Sarah Horstmeyer, Harald Anacker, Roman
Dumitrescu, and Albert Albers. “Stakeholder-Oriented Elaboration of Artificial
Intelligence Use Cases Using the Example of Special-Purpose Engineering.” Procedia
CIRP 119 (2023): 693–98. https://doi.org/10.1016/j.procir.2023.02.160.'
ieee: 'L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, and A.
Albers, “Stakeholder-oriented Elaboration of Artificial Intelligence use cases
using the example of Special-Purpose engineering,” Procedia CIRP, vol.
119, pp. 693–698, 2023, doi: 10.1016/j.procir.2023.02.160.'
mla: Humpert, Lynn, et al. “Stakeholder-Oriented Elaboration of Artificial Intelligence
Use Cases Using the Example of Special-Purpose Engineering.” Procedia CIRP,
vol. 119, Elsevier BV, 2023, pp. 693–98, doi:10.1016/j.procir.2023.02.160.
short: L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, A. Albers,
Procedia CIRP 119 (2023) 693–698.
date_created: 2023-10-13T08:11:46Z
date_updated: 2023-10-13T08:12:10Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.02.160
intvolume: ' 119'
keyword:
- General Medicine
language:
- iso: eng
page: 693-698
publication: Procedia CIRP
publication_identifier:
issn:
- 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: Stakeholder-oriented Elaboration of Artificial Intelligence use cases using
the example of Special-Purpose engineering
type: journal_article
user_id: '15782'
volume: 119
year: '2023'
...
---
_id: '48059'
author:
- first_name: Fabian
full_name: Winkel, Fabian
last_name: Winkel
- first_name: Oliver
full_name: Wallscheid, Oliver
id: '11291'
last_name: Wallscheid
orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Peter
full_name: Scholz, Peter
last_name: Scholz
- first_name: Joachim
full_name: Böcker, Joachim
id: '66'
last_name: Böcker
orcid: 0000-0002-8480-7295
citation:
ama: Winkel F, Wallscheid O, Scholz P, Böcker J. Pseudo-Labeling Machine Learning
Algorithm for Predictive Maintenance of Relays. IEEE Open Journal of the Industrial
Electronics Society. Published online 2023:1-14. doi:10.1109/ojies.2023.3323870
apa: Winkel, F., Wallscheid, O., Scholz, P., & Böcker, J. (2023). Pseudo-Labeling
Machine Learning Algorithm for Predictive Maintenance of Relays. IEEE Open
Journal of the Industrial Electronics Society, 1–14. https://doi.org/10.1109/ojies.2023.3323870
bibtex: '@article{Winkel_Wallscheid_Scholz_Böcker_2023, title={Pseudo-Labeling Machine
Learning Algorithm for Predictive Maintenance of Relays}, DOI={10.1109/ojies.2023.3323870},
journal={IEEE Open Journal of the Industrial Electronics Society}, publisher={Institute
of Electrical and Electronics Engineers (IEEE)}, author={Winkel, Fabian and Wallscheid,
Oliver and Scholz, Peter and Böcker, Joachim}, year={2023}, pages={1–14} }'
chicago: Winkel, Fabian, Oliver Wallscheid, Peter Scholz, and Joachim Böcker. “Pseudo-Labeling
Machine Learning Algorithm for Predictive Maintenance of Relays.” IEEE Open
Journal of the Industrial Electronics Society, 2023, 1–14. https://doi.org/10.1109/ojies.2023.3323870.
ieee: 'F. Winkel, O. Wallscheid, P. Scholz, and J. Böcker, “Pseudo-Labeling Machine
Learning Algorithm for Predictive Maintenance of Relays,” IEEE Open Journal
of the Industrial Electronics Society, pp. 1–14, 2023, doi: 10.1109/ojies.2023.3323870.'
mla: Winkel, Fabian, et al. “Pseudo-Labeling Machine Learning Algorithm for Predictive
Maintenance of Relays.” IEEE Open Journal of the Industrial Electronics Society,
Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 1–14, doi:10.1109/ojies.2023.3323870.
short: F. Winkel, O. Wallscheid, P. Scholz, J. Böcker, IEEE Open Journal of the
Industrial Electronics Society (2023) 1–14.
date_created: 2023-10-14T12:03:38Z
date_updated: 2023-10-14T12:16:35Z
department:
- _id: '52'
doi: 10.1109/ojies.2023.3323870
keyword:
- Electrical and Electronic Engineering
- Industrial and Manufacturing Engineering
- Control and Systems Engineering
language:
- iso: eng
page: 1-14
publication: IEEE Open Journal of the Industrial Electronics Society
publication_identifier:
issn:
- 2644-1284
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Pseudo-Labeling Machine Learning Algorithm for Predictive Maintenance of Relays
type: journal_article
user_id: '66'
year: '2023'
...
---
_id: '48058'
author:
- first_name: Fabian
full_name: Winkel, Fabian
last_name: Winkel
- first_name: Johannes
full_name: Deuse-Kleinsteuber, Johannes
last_name: Deuse-Kleinsteuber
- first_name: Joachim
full_name: Böcker, Joachim
id: '66'
last_name: Böcker
orcid: 0000-0002-8480-7295
citation:
ama: Winkel F, Deuse-Kleinsteuber J, Böcker J. Run-to-Failure Relay Dataset for
Predictive Maintenance Research With Machine Learning. IEEE Transactions on
Reliability. Published online 2023:1-14. doi:10.1109/tr.2023.3255786
apa: Winkel, F., Deuse-Kleinsteuber, J., & Böcker, J. (2023). Run-to-Failure
Relay Dataset for Predictive Maintenance Research With Machine Learning. IEEE
Transactions on Reliability, 1–14. https://doi.org/10.1109/tr.2023.3255786
bibtex: '@article{Winkel_Deuse-Kleinsteuber_Böcker_2023, title={Run-to-Failure Relay
Dataset for Predictive Maintenance Research With Machine Learning}, DOI={10.1109/tr.2023.3255786},
journal={IEEE Transactions on Reliability}, publisher={Institute of Electrical
and Electronics Engineers (IEEE)}, author={Winkel, Fabian and Deuse-Kleinsteuber,
Johannes and Böcker, Joachim}, year={2023}, pages={1–14} }'
chicago: Winkel, Fabian, Johannes Deuse-Kleinsteuber, and Joachim Böcker. “Run-to-Failure
Relay Dataset for Predictive Maintenance Research With Machine Learning.” IEEE
Transactions on Reliability, 2023, 1–14. https://doi.org/10.1109/tr.2023.3255786.
ieee: 'F. Winkel, J. Deuse-Kleinsteuber, and J. Böcker, “Run-to-Failure Relay Dataset
for Predictive Maintenance Research With Machine Learning,” IEEE Transactions
on Reliability, pp. 1–14, 2023, doi: 10.1109/tr.2023.3255786.'
mla: Winkel, Fabian, et al. “Run-to-Failure Relay Dataset for Predictive Maintenance
Research With Machine Learning.” IEEE Transactions on Reliability, Institute
of Electrical and Electronics Engineers (IEEE), 2023, pp. 1–14, doi:10.1109/tr.2023.3255786.
short: F. Winkel, J. Deuse-Kleinsteuber, J. Böcker, IEEE Transactions on Reliability
(2023) 1–14.
date_created: 2023-10-14T12:01:41Z
date_updated: 2023-10-14T12:16:48Z
department:
- _id: '52'
doi: 10.1109/tr.2023.3255786
keyword:
- Electrical and Electronic Engineering
- Safety
- Risk
- Reliability and Quality
language:
- iso: eng
page: 1-14
publication: IEEE Transactions on Reliability
publication_identifier:
issn:
- 0018-9529
- 1558-1721
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Run-to-Failure Relay Dataset for Predictive Maintenance Research With Machine
Learning
type: journal_article
user_id: '66'
year: '2023'
...
---
_id: '47522'
abstract:
- lang: eng
text: Artificial benchmark functions are commonly used in optimization research
because of their ability to rapidly evaluate potential solutions, making them
a preferred substitute for real-world problems. However, these benchmark functions
have faced criticism for their limited resemblance to real-world problems. In
response, recent research has focused on automatically generating new benchmark
functions for areas where established test suites are inadequate. These approaches
have limitations, such as the difficulty of generating new benchmark functions
that exhibit exploratory landscape analysis (ELA) features beyond those of existing
benchmarks.The objective of this work is to develop a method for generating benchmark
functions for single-objective continuous optimization with user-specified structural
properties. Specifically, we aim to demonstrate a proof of concept for a method
that uses an ELA feature vector to specify these properties in advance. To achieve
this, we begin by generating a random sample of decision space variables and objective
values. We then adjust the objective values using CMA-ES until the corresponding
features of our new problem match the predefined ELA features within a specified
threshold. By iteratively transforming the landscape in this way, we ensure that
the resulting function exhibits the desired properties. To create the final function,
we use the resulting point cloud as training data for a simple neural network
that produces a function exhibiting the target ELA features. We demonstrate the
effectiveness of this approach by replicating the existing functions of the well-known
BBOB suite and creating new functions with ELA feature values that are not present
in BBOB.
author:
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Konstantin
full_name: Dietrich, Konstantin
last_name: Dietrich
- first_name: Lennart
full_name: Schneider, Lennart
last_name: Schneider
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Bernd
full_name: Bischl, Bernd
last_name: Bischl
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Olaf
full_name: Mersmann, Olaf
last_name: Mersmann
citation:
ama: 'Prager RP, Dietrich K, Schneider L, et al. Neural Networks as Black-Box Benchmark
Functions Optimized for Exploratory Landscape Features. In: Proceedings of
the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. FOGA
’23. Association for Computing Machinery; 2023:129–139. doi:10.1145/3594805.3607136'
apa: Prager, R. P., Dietrich, K., Schneider, L., Schäpermeier, L., Bischl, B., Kerschke,
P., Trautmann, H., & Mersmann, O. (2023). Neural Networks as Black-Box Benchmark
Functions Optimized for Exploratory Landscape Features. Proceedings of the
17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 129–139.
https://doi.org/10.1145/3594805.3607136
bibtex: '@inproceedings{Prager_Dietrich_Schneider_Schäpermeier_Bischl_Kerschke_Trautmann_Mersmann_2023,
place={New York, NY, USA}, series={FOGA ’23}, title={Neural Networks as Black-Box
Benchmark Functions Optimized for Exploratory Landscape Features}, DOI={10.1145/3594805.3607136},
booktitle={Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms}, publisher={Association for Computing Machinery}, author={Prager,
Raphael Patrick and Dietrich, Konstantin and Schneider, Lennart and Schäpermeier,
Lennart and Bischl, Bernd and Kerschke, Pascal and Trautmann, Heike and Mersmann,
Olaf}, year={2023}, pages={129–139}, collection={FOGA ’23} }'
chicago: 'Prager, Raphael Patrick, Konstantin Dietrich, Lennart Schneider, Lennart
Schäpermeier, Bernd Bischl, Pascal Kerschke, Heike Trautmann, and Olaf Mersmann.
“Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape
Features.” In Proceedings of the 17th ACM/SIGEVO Conference on Foundations
of Genetic Algorithms, 129–139. FOGA ’23. New York, NY, USA: Association for
Computing Machinery, 2023. https://doi.org/10.1145/3594805.3607136.'
ieee: 'R. P. Prager et al., “Neural Networks as Black-Box Benchmark Functions
Optimized for Exploratory Landscape Features,” in Proceedings of the 17th ACM/SIGEVO
Conference on Foundations of Genetic Algorithms, 2023, pp. 129–139, doi: 10.1145/3594805.3607136.'
mla: Prager, Raphael Patrick, et al. “Neural Networks as Black-Box Benchmark Functions
Optimized for Exploratory Landscape Features.” Proceedings of the 17th ACM/SIGEVO
Conference on Foundations of Genetic Algorithms, Association for Computing
Machinery, 2023, pp. 129–139, doi:10.1145/3594805.3607136.
short: 'R.P. Prager, K. Dietrich, L. Schneider, L. Schäpermeier, B. Bischl, P. Kerschke,
H. Trautmann, O. Mersmann, in: Proceedings of the 17th ACM/SIGEVO Conference on
Foundations of Genetic Algorithms, Association for Computing Machinery, New York,
NY, USA, 2023, pp. 129–139.'
date_created: 2023-09-27T15:43:17Z
date_updated: 2023-10-16T12:33:02Z
department:
- _id: '34'
- _id: '819'
doi: 10.1145/3594805.3607136
keyword:
- Benchmarking
- Instance Generator
- Black-Box Continuous Optimization
- Exploratory Landscape Analysis
- Neural Networks
language:
- iso: eng
page: 129–139
place: New York, NY, USA
publication: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms
publication_identifier:
isbn:
- '9798400702020'
publisher: Association for Computing Machinery
series_title: FOGA ’23
status: public
title: Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory
Landscape Features
type: conference
user_id: '15504'
year: '2023'
...
---
_id: '46297'
abstract:
- lang: eng
text: Exploratory landscape analysis (ELA) in single-objective black-box optimization
relies on a comprehensive and large set of numerical features characterizing problem
instances. Those foster problem understanding and serve as basis for constructing
automated algorithm selection models choosing the best suited algorithm for a
problem at hand based on the aforementioned features computed prior to optimization.
This work specifically points to the sensitivity of a substantial proportion of
these features to absolute objective values, i.e., we observe a lack of shift
and scale invariance. We show that this unfortunately induces bias within automated
algorithm selection models, an overfitting to specific benchmark problem sets
used for training and thereby hinders generalization capabilities to unseen problems.
We tackle these issues by presenting an appropriate objective normalization to
be used prior to ELA feature computation and empirically illustrate the respective
effectiveness focusing on the BBOB benchmark set.
author:
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Prager RP, Trautmann H. Nullifying the Inherent Bias of Non-invariant Exploratory
Landscape Analysis Features. In: Correia J, Smith S, Qaddoura R, eds. Applications
of Evolutionary Computation. Springer Nature Switzerland; 2023:411–425.'
apa: Prager, R. P., & Trautmann, H. (2023). Nullifying the Inherent Bias of
Non-invariant Exploratory Landscape Analysis Features. In J. Correia, S. Smith,
& R. Qaddoura (Eds.), Applications of Evolutionary Computation (pp.
411–425). Springer Nature Switzerland.
bibtex: '@inproceedings{Prager_Trautmann_2023, place={Cham}, title={Nullifying the
Inherent Bias of Non-invariant Exploratory Landscape Analysis Features}, booktitle={Applications
of Evolutionary Computation}, publisher={Springer Nature Switzerland}, author={Prager,
Raphael Patrick and Trautmann, Heike}, editor={Correia, João and Smith, Stephen
and Qaddoura, Raneem}, year={2023}, pages={411–425} }'
chicago: 'Prager, Raphael Patrick, and Heike Trautmann. “Nullifying the Inherent
Bias of Non-Invariant Exploratory Landscape Analysis Features.” In Applications
of Evolutionary Computation, edited by João Correia, Stephen Smith, and Raneem
Qaddoura, 411–425. Cham: Springer Nature Switzerland, 2023.'
ieee: R. P. Prager and H. Trautmann, “Nullifying the Inherent Bias of Non-invariant
Exploratory Landscape Analysis Features,” in Applications of Evolutionary Computation,
2023, pp. 411–425.
mla: Prager, Raphael Patrick, and Heike Trautmann. “Nullifying the Inherent Bias
of Non-Invariant Exploratory Landscape Analysis Features.” Applications of
Evolutionary Computation, edited by João Correia et al., Springer Nature Switzerland,
2023, pp. 411–425.
short: 'R.P. Prager, H. Trautmann, in: J. Correia, S. Smith, R. Qaddoura (Eds.),
Applications of Evolutionary Computation, Springer Nature Switzerland, Cham, 2023,
pp. 411–425.'
date_created: 2023-08-04T06:54:22Z
date_updated: 2023-10-16T12:36:45Z
department:
- _id: '819'
- _id: '34'
editor:
- first_name: João
full_name: Correia, João
last_name: Correia
- first_name: Stephen
full_name: Smith, Stephen
last_name: Smith
- first_name: Raneem
full_name: Qaddoura, Raneem
last_name: Qaddoura
language:
- iso: eng
page: 411–425
place: Cham
publication: Applications of Evolutionary Computation
publication_identifier:
isbn:
- 978-3-031-30229-9
publisher: Springer Nature Switzerland
status: public
title: Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis
Features
type: conference
user_id: '15504'
year: '2023'
...
---
_id: '46298'
abstract:
- lang: eng
text: The design and choice of benchmark suites are ongoing topics of discussion
in the multi-objective optimization community. Some suites provide a good understanding
of their Pareto sets and fronts, such as the well-known DTLZ and ZDT problems.
However, they lack diversity in their landscape properties and do not provide
a mechanism for creating multiple distinct problem instances. Other suites, like
bi-objective BBOB, possess diverse and challenging landscape properties, but their
optima are not well understood and can only be approximated empirically without
any guarantees.
author:
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Christian
full_name: Grimme, Christian
last_name: Grimme
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Schäpermeier L, Kerschke P, Grimme C, Trautmann H. Peak-A-Boo! Generating
Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets. In:
Emmerich M, Deutz A, Wang H, et al., eds. Evolutionary Multi-Criterion Optimization.
Springer Nature Switzerland; 2023:291–304.'
apa: Schäpermeier, L., Kerschke, P., Grimme, C., & Trautmann, H. (2023). Peak-A-Boo!
Generating Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto
Sets. In M. Emmerich, A. Deutz, H. Wang, A. V. Kononova, B. Naujoks, K. Li, K.
Miettinen, & I. Yevseyeva (Eds.), Evolutionary Multi-Criterion Optimization
(pp. 291–304). Springer Nature Switzerland.
bibtex: '@inproceedings{Schäpermeier_Kerschke_Grimme_Trautmann_2023, place={Cham},
title={Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems
with Precise Pareto Sets}, booktitle={Evolutionary Multi-Criterion Optimization},
publisher={Springer Nature Switzerland}, author={Schäpermeier, Lennart and Kerschke,
Pascal and Grimme, Christian and Trautmann, Heike}, editor={Emmerich, Michael
and Deutz, André and Wang, Hao and Kononova, Anna V. and Naujoks, Boris and Li,
Ke and Miettinen, Kaisa and Yevseyeva, Iryna}, year={2023}, pages={291–304} }'
chicago: 'Schäpermeier, Lennart, Pascal Kerschke, Christian Grimme, and Heike Trautmann.
“Peak-A-Boo! Generating Multi-Objective Multiple Peaks Benchmark Problems with
Precise Pareto Sets.” In Evolutionary Multi-Criterion Optimization, edited
by Michael Emmerich, André Deutz, Hao Wang, Anna V. Kononova, Boris Naujoks, Ke
Li, Kaisa Miettinen, and Iryna Yevseyeva, 291–304. Cham: Springer Nature Switzerland,
2023.'
ieee: L. Schäpermeier, P. Kerschke, C. Grimme, and H. Trautmann, “Peak-A-Boo! Generating
Multi-objective Multiple Peaks Benchmark Problems with Precise Pareto Sets,” in
Evolutionary Multi-Criterion Optimization, 2023, pp. 291–304.
mla: Schäpermeier, Lennart, et al. “Peak-A-Boo! Generating Multi-Objective Multiple
Peaks Benchmark Problems with Precise Pareto Sets.” Evolutionary Multi-Criterion
Optimization, edited by Michael Emmerich et al., Springer Nature Switzerland,
2023, pp. 291–304.
short: 'L. Schäpermeier, P. Kerschke, C. Grimme, H. Trautmann, in: M. Emmerich,
A. Deutz, H. Wang, A.V. Kononova, B. Naujoks, K. Li, K. Miettinen, I. Yevseyeva
(Eds.), Evolutionary Multi-Criterion Optimization, Springer Nature Switzerland,
Cham, 2023, pp. 291–304.'
date_created: 2023-08-04T06:56:10Z
date_updated: 2023-10-16T12:36:17Z
department:
- _id: '819'
- _id: '34'
editor:
- first_name: Michael
full_name: Emmerich, Michael
last_name: Emmerich
- first_name: André
full_name: Deutz, André
last_name: Deutz
- first_name: Hao
full_name: Wang, Hao
last_name: Wang
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Boris
full_name: Naujoks, Boris
last_name: Naujoks
- first_name: Ke
full_name: Li, Ke
last_name: Li
- first_name: Kaisa
full_name: Miettinen, Kaisa
last_name: Miettinen
- first_name: Iryna
full_name: Yevseyeva, Iryna
last_name: Yevseyeva
language:
- iso: eng
page: 291–304
place: Cham
publication: Evolutionary Multi-Criterion Optimization
publication_identifier:
isbn:
- 978-3-031-27250-9
publisher: Springer Nature Switzerland
status: public
title: Peak-A-Boo! Generating Multi-objective Multiple Peaks Benchmark Problems with
Precise Pareto Sets
type: conference
user_id: '15504'
year: '2023'
...