---
_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'
...
---
_id: '46299'
abstract:
- lang: eng
text: The herein proposed Python package pflacco provides a set of numerical features
to characterize single-objective continuous and constrained optimization problems.
Thereby, pflacco addresses two major challenges in the area optimization. Firstly,
it provides the means to develop an understanding of a given problem instance,
which is crucial for designing, selecting, or configuring optimization algorithms
in general. Secondly, these numerical features can be utilized in the research
streams of automated algorithm selection and configuration. While the majority
of these landscape features is already available in the R package flacco, our
Python implementation offers these tools to an even wider audience and thereby
promotes research interests and novel avenues in the area of optimization.
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. Pflacco: Feature-Based Landscape Analysis of Continuous
and Constrained Optimization Problems in Python. Evolutionary Computation.
Published online 2023:1–25. doi:10.1162/evco_a_00341'
apa: 'Prager, R. P., & Trautmann, H. (2023). Pflacco: Feature-Based Landscape
Analysis of Continuous and Constrained Optimization Problems in Python. Evolutionary
Computation, 1–25. https://doi.org/10.1162/evco_a_00341'
bibtex: '@article{Prager_Trautmann_2023, title={Pflacco: Feature-Based Landscape
Analysis of Continuous and Constrained Optimization Problems in Python}, DOI={10.1162/evco_a_00341}, journal={Evolutionary
Computation}, author={Prager, Raphael Patrick and Trautmann, Heike}, year={2023},
pages={1–25} }'
chicago: 'Prager, Raphael Patrick, and Heike Trautmann. “Pflacco: Feature-Based
Landscape Analysis of Continuous and Constrained Optimization Problems in Python.”
Evolutionary Computation, 2023, 1–25. https://doi.org/10.1162/evco_a_00341.'
ieee: 'R. P. Prager and H. Trautmann, “Pflacco: Feature-Based Landscape Analysis
of Continuous and Constrained Optimization Problems in Python,” Evolutionary
Computation, pp. 1–25, 2023, doi: 10.1162/evco_a_00341.'
mla: 'Prager, Raphael Patrick, and Heike Trautmann. “Pflacco: Feature-Based Landscape
Analysis of Continuous and Constrained Optimization Problems in Python.” Evolutionary
Computation, 2023, pp. 1–25, doi:10.1162/evco_a_00341.'
short: R.P. Prager, H. Trautmann, Evolutionary Computation (2023) 1–25.
date_created: 2023-08-04T07:01:33Z
date_updated: 2023-10-16T12:35:56Z
department:
- _id: '819'
- _id: '34'
doi: 10.1162/evco_a_00341
language:
- iso: eng
page: 1–25
publication: Evolutionary Computation
publication_identifier:
issn:
- 1063-6560
status: public
title: 'Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization
Problems in Python'
type: journal_article
user_id: '15504'
year: '2023'
...
---
_id: '48289'
author:
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
- first_name: Fatemehsadat
full_name: Mireshghallah, Fatemehsadat
last_name: Mireshghallah
- first_name: Patricia
full_name: Thaine, Patricia
last_name: Thaine
- first_name: Sepideh
full_name: Ghanavati, Sepideh
last_name: Ghanavati
- first_name: Oluwaseyi
full_name: Feyisetan, Oluwaseyi
last_name: Feyisetan
citation:
ama: 'Habernal I, Mireshghallah F, Thaine P, Ghanavati S, Feyisetan O. Privacy-Preserving
Natural Language Processing. In: Proceedings of the 17th Conference of the
European Chapter of the Association for Computational Linguistics: Tutorial Abstracts.
Association for Computational Linguistics; 2023. doi:10.18653/v1/2023.eacl-tutorials.6'
apa: 'Habernal, I., Mireshghallah, F., Thaine, P., Ghanavati, S., & Feyisetan,
O. (2023). Privacy-Preserving Natural Language Processing. Proceedings of the
17th Conference of the European Chapter of the Association for Computational Linguistics:
Tutorial Abstracts. https://doi.org/10.18653/v1/2023.eacl-tutorials.6'
bibtex: '@inproceedings{Habernal_Mireshghallah_Thaine_Ghanavati_Feyisetan_2023,
title={Privacy-Preserving Natural Language Processing}, DOI={10.18653/v1/2023.eacl-tutorials.6},
booktitle={Proceedings of the 17th Conference of the European Chapter of the Association
for Computational Linguistics: Tutorial Abstracts}, publisher={Association for
Computational Linguistics}, author={Habernal, Ivan and Mireshghallah, Fatemehsadat
and Thaine, Patricia and Ghanavati, Sepideh and Feyisetan, Oluwaseyi}, year={2023}
}'
chicago: 'Habernal, Ivan, Fatemehsadat Mireshghallah, Patricia Thaine, Sepideh Ghanavati,
and Oluwaseyi Feyisetan. “Privacy-Preserving Natural Language Processing.” In
Proceedings of the 17th Conference of the European Chapter of the Association
for Computational Linguistics: Tutorial Abstracts. Association for Computational
Linguistics, 2023. https://doi.org/10.18653/v1/2023.eacl-tutorials.6.'
ieee: 'I. Habernal, F. Mireshghallah, P. Thaine, S. Ghanavati, and O. Feyisetan,
“Privacy-Preserving Natural Language Processing,” 2023, doi: 10.18653/v1/2023.eacl-tutorials.6.'
mla: 'Habernal, Ivan, et al. “Privacy-Preserving Natural Language Processing.” Proceedings
of the 17th Conference of the European Chapter of the Association for Computational
Linguistics: Tutorial Abstracts, Association for Computational Linguistics,
2023, doi:10.18653/v1/2023.eacl-tutorials.6.'
short: 'I. Habernal, F. Mireshghallah, P. Thaine, S. Ghanavati, O. Feyisetan, in:
Proceedings of the 17th Conference of the European Chapter of the Association
for Computational Linguistics: Tutorial Abstracts, Association for Computational
Linguistics, 2023.'
date_created: 2023-10-19T08:23:13Z
date_updated: 2023-10-19T12:03:52Z
department:
- _id: '34'
- _id: '820'
doi: 10.18653/v1/2023.eacl-tutorials.6
language:
- iso: eng
publication: 'Proceedings of the 17th Conference of the European Chapter of the Association
for Computational Linguistics: Tutorial Abstracts'
publication_status: published
publisher: Association for Computational Linguistics
status: public
title: Privacy-Preserving Natural Language Processing
type: conference
user_id: '15504'
year: '2023'
...
---
_id: '48288'
author:
- first_name: Cleo
full_name: Matzken, Cleo
last_name: Matzken
- first_name: Steffen
full_name: Eger, Steffen
last_name: Eger
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
citation:
ama: 'Matzken C, Eger S, Habernal I. Trade-Offs Between Fairness and Privacy in
Language Modeling. In: Findings of the Association for Computational Linguistics:
ACL 2023. Association for Computational Linguistics; 2023. doi:10.18653/v1/2023.findings-acl.434'
apa: 'Matzken, C., Eger, S., & Habernal, I. (2023). Trade-Offs Between Fairness
and Privacy in Language Modeling. Findings of the Association for Computational
Linguistics: ACL 2023. https://doi.org/10.18653/v1/2023.findings-acl.434'
bibtex: '@inproceedings{Matzken_Eger_Habernal_2023, title={Trade-Offs Between Fairness
and Privacy in Language Modeling}, DOI={10.18653/v1/2023.findings-acl.434},
booktitle={Findings of the Association for Computational Linguistics: ACL 2023},
publisher={Association for Computational Linguistics}, author={Matzken, Cleo and
Eger, Steffen and Habernal, Ivan}, year={2023} }'
chicago: 'Matzken, Cleo, Steffen Eger, and Ivan Habernal. “Trade-Offs Between Fairness
and Privacy in Language Modeling.” In Findings of the Association for Computational
Linguistics: ACL 2023. Association for Computational Linguistics, 2023. https://doi.org/10.18653/v1/2023.findings-acl.434.'
ieee: 'C. Matzken, S. Eger, and I. Habernal, “Trade-Offs Between Fairness and Privacy
in Language Modeling,” 2023, doi: 10.18653/v1/2023.findings-acl.434.'
mla: 'Matzken, Cleo, et al. “Trade-Offs Between Fairness and Privacy in Language
Modeling.” Findings of the Association for Computational Linguistics: ACL 2023,
Association for Computational Linguistics, 2023, doi:10.18653/v1/2023.findings-acl.434.'
short: 'C. Matzken, S. Eger, I. Habernal, in: Findings of the Association for Computational
Linguistics: ACL 2023, Association for Computational Linguistics, 2023.'
date_created: 2023-10-19T08:22:57Z
date_updated: 2023-10-19T12:04:23Z
department:
- _id: '34'
- _id: '820'
doi: 10.18653/v1/2023.findings-acl.434
language:
- iso: eng
publication: 'Findings of the Association for Computational Linguistics: ACL 2023'
publication_status: published
publisher: Association for Computational Linguistics
status: public
title: Trade-Offs Between Fairness and Privacy in Language Modeling
type: conference
user_id: '15504'
year: '2023'
...
---
_id: '48291'
author:
- first_name: Nina
full_name: Mouhammad, Nina
last_name: Mouhammad
- first_name: Johannes
full_name: Daxenberger, Johannes
last_name: Daxenberger
- first_name: Benjamin
full_name: Schiller, Benjamin
last_name: Schiller
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
citation:
ama: 'Mouhammad N, Daxenberger J, Schiller B, Habernal I. Crowdsourcing on Sensitive
Data with Privacy-Preserving Text Rewriting. In: Proceedings of the 17th Linguistic
Annotation Workshop (LAW-XVII). Association for Computational Linguistics;
2023. doi:10.18653/v1/2023.law-1.8'
apa: Mouhammad, N., Daxenberger, J., Schiller, B., & Habernal, I. (2023). Crowdsourcing
on Sensitive Data with Privacy-Preserving Text Rewriting. Proceedings of the
17th Linguistic Annotation Workshop (LAW-XVII). https://doi.org/10.18653/v1/2023.law-1.8
bibtex: '@inproceedings{Mouhammad_Daxenberger_Schiller_Habernal_2023, title={Crowdsourcing
on Sensitive Data with Privacy-Preserving Text Rewriting}, DOI={10.18653/v1/2023.law-1.8},
booktitle={Proceedings of the 17th Linguistic Annotation Workshop (LAW-XVII)},
publisher={Association for Computational Linguistics}, author={Mouhammad, Nina
and Daxenberger, Johannes and Schiller, Benjamin and Habernal, Ivan}, year={2023}
}'
chicago: Mouhammad, Nina, Johannes Daxenberger, Benjamin Schiller, and Ivan Habernal.
“Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting.” In Proceedings
of the 17th Linguistic Annotation Workshop (LAW-XVII). Association for Computational
Linguistics, 2023. https://doi.org/10.18653/v1/2023.law-1.8.
ieee: 'N. Mouhammad, J. Daxenberger, B. Schiller, and I. Habernal, “Crowdsourcing
on Sensitive Data with Privacy-Preserving Text Rewriting,” 2023, doi: 10.18653/v1/2023.law-1.8.'
mla: Mouhammad, Nina, et al. “Crowdsourcing on Sensitive Data with Privacy-Preserving
Text Rewriting.” Proceedings of the 17th Linguistic Annotation Workshop (LAW-XVII),
Association for Computational Linguistics, 2023, doi:10.18653/v1/2023.law-1.8.
short: 'N. Mouhammad, J. Daxenberger, B. Schiller, I. Habernal, in: Proceedings
of the 17th Linguistic Annotation Workshop (LAW-XVII), Association for Computational
Linguistics, 2023.'
date_created: 2023-10-19T08:24:06Z
date_updated: 2023-10-19T12:09:35Z
department:
- _id: '34'
- _id: '820'
doi: 10.18653/v1/2023.law-1.8
language:
- iso: eng
publication: Proceedings of the 17th Linguistic Annotation Workshop (LAW-XVII)
publication_status: published
publisher: Association for Computational Linguistics
status: public
title: Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting
type: conference
user_id: '15504'
year: '2023'
...
---
_id: '48296'
author:
- first_name: Ying
full_name: Yin, Ying
last_name: Yin
- first_name: Ivan
full_name: Habernal, Ivan
id: '101881'
last_name: Habernal
citation:
ama: 'Yin Y, Habernal I. Privacy-Preserving Models for Legal Natural Language Processing.
In: Proceedings of the Natural Legal Language Processing Workshop 2022.
Association for Computational Linguistics; 2023. doi:10.18653/v1/2022.nllp-1.14'
apa: Yin, Y., & Habernal, I. (2023). Privacy-Preserving Models for Legal Natural
Language Processing. Proceedings of the Natural Legal Language Processing Workshop
2022. https://doi.org/10.18653/v1/2022.nllp-1.14
bibtex: '@inproceedings{Yin_Habernal_2023, title={Privacy-Preserving Models for
Legal Natural Language Processing}, DOI={10.18653/v1/2022.nllp-1.14},
booktitle={Proceedings of the Natural Legal Language Processing Workshop 2022},
publisher={Association for Computational Linguistics}, author={Yin, Ying and Habernal,
Ivan}, year={2023} }'
chicago: Yin, Ying, and Ivan Habernal. “Privacy-Preserving Models for Legal Natural
Language Processing.” In Proceedings of the Natural Legal Language Processing
Workshop 2022. Association for Computational Linguistics, 2023. https://doi.org/10.18653/v1/2022.nllp-1.14.
ieee: 'Y. Yin and I. Habernal, “Privacy-Preserving Models for Legal Natural Language
Processing,” 2023, doi: 10.18653/v1/2022.nllp-1.14.'
mla: Yin, Ying, and Ivan Habernal. “Privacy-Preserving Models for Legal Natural
Language Processing.” Proceedings of the Natural Legal Language Processing
Workshop 2022, Association for Computational Linguistics, 2023, doi:10.18653/v1/2022.nllp-1.14.
short: 'Y. Yin, I. Habernal, in: Proceedings of the Natural Legal Language Processing
Workshop 2022, Association for Computational Linguistics, 2023.'
date_created: 2023-10-19T08:26:13Z
date_updated: 2023-10-19T12:09:24Z
department:
- _id: '34'
- _id: '820'
doi: 10.18653/v1/2022.nllp-1.14
language:
- iso: eng
publication: Proceedings of the Natural Legal Language Processing Workshop 2022
publication_status: published
publisher: Association for Computational Linguistics
status: public
title: Privacy-Preserving Models for Legal Natural Language Processing
type: conference
user_id: '15504'
year: '2023'
...
---
_id: '48352'
abstract:
- lang: eng
text: Star-connected cascaded H-bridge Converters require large DC-link capacitors
to buffer the second-order harmonic voltage ripple. First, it is analytically
proven that the DC-link voltage ripple is proportional to the apparent converter
power and does not depend on the power factor for nominal operation with sinusoidal
reference arm voltages and currents. A third-harmonic zero-sequence voltage injection
with an optimal amplitude and phase angle transforms the 2nd harmonic to a 4th
harmonic DC-link voltage ripple. This reduces the voltage ripple by exactly 50%
for all power factors at steady-state at balanced conditions. However, this requires
54% additional modules for unity power factor operation and even 100% for pure
reactive power operation to account for the increased reference arm voltages due
to the large amplitude of the optimal third-harmonic injection. If not enough
modules are available, an adaptive discontinuous PWM is utilized to still minimize
the voltage ripple for the given number of modules and power factor. With a very
limited number of modules (modulation index is 1.15), the proposed method still
reduces the DC-link voltage ripple by 24.4% for unity power factor operation.
It requires the same number of modules as the commonly utilized 3rd harmonic injection
with 1/6 of the grid voltage amplitude and achieves superior results. Simulations
of a 10 kV/1 MVA system confirm the analysis.
author:
- first_name: Roland
full_name: Unruh, Roland
id: '34289'
last_name: Unruh
- first_name: Joachim
full_name: Böcker, Joachim
id: '66'
last_name: Böcker
orcid: 0000-0002-8480-7295
- first_name: Frank
full_name: Schafmeister, Frank
id: '71291'
last_name: Schafmeister
citation:
ama: 'Unruh R, Böcker J, Schafmeister F. An Optimized Third-Harmonic Injection Reduces
DC-Link Voltage Ripple in Cascaded H-Bridge Converters up to 50% for all Power
Factors. In: 2023 25th European Conference on Power Electronics and Applications
(EPE’23 ECCE Europe). IEEE; 2023. doi:10.23919/epe23ecceeurope58414.2023.10264313'
apa: Unruh, R., Böcker, J., & Schafmeister, F. (2023). An Optimized Third-Harmonic
Injection Reduces DC-Link Voltage Ripple in Cascaded H-Bridge Converters up to
50% for all Power Factors. 2023 25th European Conference on Power Electronics
and Applications (EPE’23 ECCE Europe). 2023 25th European Conference on Power
Electronics and Applications (EPE’23 ECCE Europe), Aalborg, Denmark. https://doi.org/10.23919/epe23ecceeurope58414.2023.10264313
bibtex: '@inproceedings{Unruh_Böcker_Schafmeister_2023, title={An Optimized Third-Harmonic
Injection Reduces DC-Link Voltage Ripple in Cascaded H-Bridge Converters up to
50% for all Power Factors}, DOI={10.23919/epe23ecceeurope58414.2023.10264313},
booktitle={2023 25th European Conference on Power Electronics and Applications
(EPE’23 ECCE Europe)}, publisher={IEEE}, author={Unruh, Roland and Böcker, Joachim
and Schafmeister, Frank}, year={2023} }'
chicago: Unruh, Roland, Joachim Böcker, and Frank Schafmeister. “An Optimized Third-Harmonic
Injection Reduces DC-Link Voltage Ripple in Cascaded H-Bridge Converters up to
50% for All Power Factors.” In 2023 25th European Conference on Power Electronics
and Applications (EPE’23 ECCE Europe). IEEE, 2023. https://doi.org/10.23919/epe23ecceeurope58414.2023.10264313.
ieee: 'R. Unruh, J. Böcker, and F. Schafmeister, “An Optimized Third-Harmonic Injection
Reduces DC-Link Voltage Ripple in Cascaded H-Bridge Converters up to 50% for all
Power Factors,” presented at the 2023 25th European Conference on Power Electronics
and Applications (EPE’23 ECCE Europe), Aalborg, Denmark, 2023, doi: 10.23919/epe23ecceeurope58414.2023.10264313.'
mla: Unruh, Roland, et al. “An Optimized Third-Harmonic Injection Reduces DC-Link
Voltage Ripple in Cascaded H-Bridge Converters up to 50% for All Power Factors.”
2023 25th European Conference on Power Electronics and Applications (EPE’23
ECCE Europe), IEEE, 2023, doi:10.23919/epe23ecceeurope58414.2023.10264313.
short: 'R. Unruh, J. Böcker, F. Schafmeister, in: 2023 25th European Conference
on Power Electronics and Applications (EPE’23 ECCE Europe), IEEE, 2023.'
conference:
end_date: 2023-09-08
location: Aalborg, Denmark
name: 2023 25th European Conference on Power Electronics and Applications (EPE'23
ECCE Europe)
start_date: 2023-09-04
date_created: 2023-10-20T07:13:32Z
date_updated: 2023-10-20T10:01:02Z
department:
- _id: '52'
doi: 10.23919/epe23ecceeurope58414.2023.10264313
keyword:
- Cascaded H-Bridge
- Solid-State Transformer
- Capacitor voltage ripple
- Zero sequence voltage
- Third harmonic injection
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/abstract/document/10264313
publication: 2023 25th European Conference on Power Electronics and Applications (EPE'23
ECCE Europe)
publication_identifier:
isbn:
- 979-8-3503-1678-0
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: An Optimized Third-Harmonic Injection Reduces DC-Link Voltage Ripple in Cascaded
H-Bridge Converters up to 50% for all Power Factors
type: conference
user_id: '34289'
year: '2023'
...
---
_id: '48093'
author:
- first_name: Mario
full_name: Pena, Mario
id: '82862'
last_name: Pena
orcid: 0000-0001-5381-3660
- first_name: Michael
full_name: Meyer, Michael
last_name: Meyer
- first_name: Oliver
full_name: Wallscheid, Oliver
id: '11291'
last_name: Wallscheid
orcid: https://orcid.org/0000-0001-9362-8777
- first_name: Joachim
full_name: Böcker, Joachim
id: '66'
last_name: Böcker
orcid: 0000-0002-8480-7295
citation:
ama: 'Pena M, Meyer M, Wallscheid O, Böcker J. Fade-Over Strategy for use of Model
Predictive Direct Self-Control with Field-Oriented Control. In: 2023 IEEE International
Electric Machines and Drives Conference (IEMDC). IEEE; 2023. doi:10.1109/iemdc55163.2023.10239056'
apa: Pena, M., Meyer, M., Wallscheid, O., & Böcker, J. (2023). Fade-Over Strategy
for use of Model Predictive Direct Self-Control with Field-Oriented Control. 2023
IEEE International Electric Machines and Drives Conference (IEMDC). 2023 IEEE
International Electric Machines and Drives Conference (IEMDC), San Francisco.
https://doi.org/10.1109/iemdc55163.2023.10239056
bibtex: '@inproceedings{Pena_Meyer_Wallscheid_Böcker_2023, title={Fade-Over Strategy
for use of Model Predictive Direct Self-Control with Field-Oriented Control},
DOI={10.1109/iemdc55163.2023.10239056},
booktitle={2023 IEEE International Electric Machines and Drives Conference (IEMDC)},
publisher={IEEE}, author={Pena, Mario and Meyer, Michael and Wallscheid, Oliver
and Böcker, Joachim}, year={2023} }'
chicago: Pena, Mario, Michael Meyer, Oliver Wallscheid, and Joachim Böcker. “Fade-Over
Strategy for Use of Model Predictive Direct Self-Control with Field-Oriented Control.”
In 2023 IEEE International Electric Machines and Drives Conference (IEMDC).
IEEE, 2023. https://doi.org/10.1109/iemdc55163.2023.10239056.
ieee: 'M. Pena, M. Meyer, O. Wallscheid, and J. Böcker, “Fade-Over Strategy for
use of Model Predictive Direct Self-Control with Field-Oriented Control,” presented
at the 2023 IEEE International Electric Machines and Drives Conference (IEMDC),
San Francisco, 2023, doi: 10.1109/iemdc55163.2023.10239056.'
mla: Pena, Mario, et al. “Fade-Over Strategy for Use of Model Predictive Direct
Self-Control with Field-Oriented Control.” 2023 IEEE International Electric
Machines and Drives Conference (IEMDC), IEEE, 2023, doi:10.1109/iemdc55163.2023.10239056.
short: 'M. Pena, M. Meyer, O. Wallscheid, J. Böcker, in: 2023 IEEE International
Electric Machines and Drives Conference (IEMDC), IEEE, 2023.'
conference:
end_date: 2023-05-18
location: San Francisco
name: 2023 IEEE International Electric Machines and Drives Conference (IEMDC)
start_date: 2023-05-15
date_created: 2023-10-16T12:29:32Z
date_updated: 2023-10-20T11:28:44Z
department:
- _id: '52'
doi: 10.1109/iemdc55163.2023.10239056
language:
- iso: eng
publication: 2023 IEEE International Electric Machines and Drives Conference (IEMDC)
publication_status: published
publisher: IEEE
status: public
title: Fade-Over Strategy for use of Model Predictive Direct Self-Control with Field-Oriented
Control
type: conference
user_id: '66'
year: '2023'
...