---
_id: '6905'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215091196
- first_name: Malte
  full_name: Mechtenberg, Malte
  last_name: Mechtenberg
- first_name: Axel
  full_name: Schneider, Axel
  last_name: Schneider
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Mechtenberg, Malte</span> ; <span style="font-variant:small-caps;">Schneider,
    Axel</span>: Estimation of Motor Unit Parameters from Surface Electromyograms
    using an Informed Autoencoder. In: <i>arXiv</i> (2026)'
  ama: Balzereit K, Mechtenberg M, Schneider A. Estimation of Motor Unit Parameters
    from Surface Electromyograms using an Informed Autoencoder. <i>arXiv</i>. 2026.
    doi:<a href="https://doi.org/10.48550/ARXIV.2605.07458">10.48550/ARXIV.2605.07458</a>
  apa: Balzereit, K., Mechtenberg, M., &#38; Schneider, A. (2026). Estimation of Motor
    Unit Parameters from Surface Electromyograms using an Informed Autoencoder. <i>ArXiv</i>.
    <a href="https://doi.org/10.48550/ARXIV.2605.07458">https://doi.org/10.48550/ARXIV.2605.07458</a>
  bibtex: '@article{Balzereit_Mechtenberg_Schneider_2026, title={Estimation of Motor
    Unit Parameters from Surface Electromyograms using an Informed Autoencoder}, DOI={<a
    href="https://doi.org/10.48550/ARXIV.2605.07458">10.48550/ARXIV.2605.07458</a>},
    journal={arXiv}, author={Balzereit, Kaja and Mechtenberg, Malte and Schneider,
    Axel}, year={2026} }'
  chicago: Balzereit, Kaja, Malte Mechtenberg, and Axel Schneider. “Estimation of
    Motor Unit Parameters from Surface Electromyograms Using an Informed Autoencoder.”
    <i>ArXiv</i>, 2026. <a href="https://doi.org/10.48550/ARXIV.2605.07458">https://doi.org/10.48550/ARXIV.2605.07458</a>.
  ieee: K. Balzereit, M. Mechtenberg, and A. Schneider, “Estimation of Motor Unit
    Parameters from Surface Electromyograms using an Informed Autoencoder,” <i>arXiv</i>,
    2026.
  mla: Balzereit, Kaja, et al. “Estimation of Motor Unit Parameters from Surface Electromyograms
    Using an Informed Autoencoder.” <i>ArXiv</i>, 2026, doi:<a href="https://doi.org/10.48550/ARXIV.2605.07458">10.48550/ARXIV.2605.07458</a>.
  short: K. Balzereit, M. Mechtenberg, A. Schneider, ArXiv (2026).
date_created: 2026-05-18T14:04:15Z
date_updated: 2026-05-19T11:07:07Z
department:
- _id: '103'
doi: 10.48550/ARXIV.2605.07458
language:
- iso: eng
publication: arXiv
publication_status: published
status: public
title: Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed
  Autoencoder
type: journal_article
user_id: '261203'
year: '2026'
...
---
_id: '6906'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
- first_name: Niels
  full_name: Grüttemeier, Niels
  last_name: Grüttemeier
- first_name: Nils
  full_name: Morawietz, Nils
  last_name: Morawietz
- first_name: Dennis
  full_name: Reinhardt, Dennis
  last_name: Reinhardt
- first_name: Stefan
  full_name: Windmann, Stefan
  last_name: Windmann
- first_name: Petra
  full_name: Wolf, Petra
  last_name: Wolf
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Grüttemeier, Niels</span> ; <span style="font-variant:small-caps;">Morawietz,
    Nils</span> ; <span style="font-variant:small-caps;">Reinhardt, Dennis</span>
    ; <span style="font-variant:small-caps;">Windmann, Stefan</span> ; <span style="font-variant:small-caps;">Wolf,
    Petra</span>: Scalable Neighborhood Local Search for Single-Machine Scheduling
    with Family Setup Times. In: <i>arXiv</i> (2024)'
  ama: Balzereit K, Grüttemeier N, Morawietz N, Reinhardt D, Windmann S, Wolf P. Scalable
    Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.
    <i>arXiv</i>. 2024. doi:<a href="https://doi.org/10.48550/ARXIV.2409.00771">10.48550/ARXIV.2409.00771</a>
  apa: Balzereit, K., Grüttemeier, N., Morawietz, N., Reinhardt, D., Windmann, S.,
    &#38; Wolf, P. (2024). Scalable Neighborhood Local Search for Single-Machine Scheduling
    with Family Setup Times. <i>ArXiv</i>. <a href="https://doi.org/10.48550/ARXIV.2409.00771">https://doi.org/10.48550/ARXIV.2409.00771</a>
  bibtex: '@article{Balzereit_Grüttemeier_Morawietz_Reinhardt_Windmann_Wolf_2024,
    title={Scalable Neighborhood Local Search for Single-Machine Scheduling with Family
    Setup Times}, DOI={<a href="https://doi.org/10.48550/ARXIV.2409.00771">10.48550/ARXIV.2409.00771</a>},
    journal={arXiv}, author={Balzereit, Kaja and Grüttemeier, Niels and Morawietz,
    Nils and Reinhardt, Dennis and Windmann, Stefan and Wolf, Petra}, year={2024}
    }'
  chicago: Balzereit, Kaja, Niels Grüttemeier, Nils Morawietz, Dennis Reinhardt, Stefan
    Windmann, and Petra Wolf. “Scalable Neighborhood Local Search for Single-Machine
    Scheduling with Family Setup Times.” <i>ArXiv</i>, 2024. <a href="https://doi.org/10.48550/ARXIV.2409.00771">https://doi.org/10.48550/ARXIV.2409.00771</a>.
  ieee: K. Balzereit, N. Grüttemeier, N. Morawietz, D. Reinhardt, S. Windmann, and
    P. Wolf, “Scalable Neighborhood Local Search for Single-Machine Scheduling with
    Family Setup Times,” <i>arXiv</i>, 2024.
  mla: Balzereit, Kaja, et al. “Scalable Neighborhood Local Search for Single-Machine
    Scheduling with Family Setup Times.” <i>ArXiv</i>, 2024, doi:<a href="https://doi.org/10.48550/ARXIV.2409.00771">10.48550/ARXIV.2409.00771</a>.
  short: K. Balzereit, N. Grüttemeier, N. Morawietz, D. Reinhardt, S. Windmann, P.
    Wolf, ArXiv (2024).
date_created: 2026-05-18T14:09:17Z
date_updated: 2026-05-19T11:17:03Z
department:
- _id: '103'
doi: 10.48550/ARXIV.2409.00771
language:
- iso: eng
publication: arXiv
publication_status: published
status: public
title: Scalable Neighborhood Local Search for Single-Machine Scheduling with Family
  Setup Times
type: journal_article
user_id: '261203'
year: '2024'
...
---
_id: '5776'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/179509736
- first_name: Niels
  full_name: Grüttemeier, Niels
  last_name: Grüttemeier
- first_name: Nils
  full_name: Morawietz, Nils
  last_name: Morawietz
- first_name: Dennis
  full_name: Reinhardt, Dennis
  last_name: Reinhardt
- first_name: Stefan
  full_name: Windmann, Stefan
  last_name: Windmann
- first_name: Petra
  full_name: Wolf, Petra
  last_name: Wolf
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Grüttemeier, Niels</span> ; <span style="font-variant:small-caps;">Morawietz,
    Nils</span> ; <span style="font-variant:small-caps;">Reinhardt, Dennis</span>
    ; <span style="font-variant:small-caps;">Windmann, Stefan</span> ; <span style="font-variant:small-caps;">Wolf,
    Petra</span>: Scalable Neighborhood Local Search for Single-Machine Scheduling
    with Family Setup Times. In: <i>arXiv</i>, Cornell University (2024)'
  ama: Balzereit K, Grüttemeier N, Morawietz N, Reinhardt D, Windmann S, Wolf P. Scalable
    Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.
    <i>arXiv</i>. 2024. doi:<a href="https://doi.org/10.48550/ARXIV.2409.00771">10.48550/ARXIV.2409.00771</a>
  apa: Balzereit, K., Grüttemeier, N., Morawietz, N., Reinhardt, D., Windmann, S.,
    &#38; Wolf, P. (2024). Scalable Neighborhood Local Search for Single-Machine Scheduling
    with Family Setup Times. <i>ArXiv</i>. <a href="https://doi.org/10.48550/ARXIV.2409.00771">https://doi.org/10.48550/ARXIV.2409.00771</a>
  bibtex: '@article{Balzereit_Grüttemeier_Morawietz_Reinhardt_Windmann_Wolf_2024,
    title={Scalable Neighborhood Local Search for Single-Machine Scheduling with Family
    Setup Times}, DOI={<a href="https://doi.org/10.48550/ARXIV.2409.00771">10.48550/ARXIV.2409.00771</a>},
    journal={arXiv}, publisher={Cornell University}, author={Balzereit, Kaja and Grüttemeier,
    Niels and Morawietz, Nils and Reinhardt, Dennis and Windmann, Stefan and Wolf,
    Petra}, year={2024} }'
  chicago: Balzereit, Kaja, Niels Grüttemeier, Nils Morawietz, Dennis Reinhardt, Stefan
    Windmann, and Petra Wolf. “Scalable Neighborhood Local Search for Single-Machine
    Scheduling with Family Setup Times.” <i>ArXiv</i>, 2024. <a href="https://doi.org/10.48550/ARXIV.2409.00771">https://doi.org/10.48550/ARXIV.2409.00771</a>.
  ieee: K. Balzereit, N. Grüttemeier, N. Morawietz, D. Reinhardt, S. Windmann, and
    P. Wolf, “Scalable Neighborhood Local Search for Single-Machine Scheduling with
    Family Setup Times,” <i>arXiv</i>, 2024.
  mla: Balzereit, Kaja, et al. “Scalable Neighborhood Local Search for Single-Machine
    Scheduling with Family Setup Times.” <i>ArXiv</i>, Cornell University, 2024, doi:<a
    href="https://doi.org/10.48550/ARXIV.2409.00771">10.48550/ARXIV.2409.00771</a>.
  short: K. Balzereit, N. Grüttemeier, N. Morawietz, D. Reinhardt, S. Windmann, P.
    Wolf, ArXiv (2024).
date_created: 2025-03-03T13:05:06Z
date_updated: 2026-03-17T15:29:22Z
department:
- _id: '103'
doi: 10.48550/ARXIV.2409.00771
extern: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: arXiv
publication_status: published
publisher: Cornell University
status: public
title: Scalable Neighborhood Local Search for Single-Machine Scheduling with Family
  Setup Times
type: journal_article
user_id: '220548'
year: '2024'
...
---
_id: '5077'
author:
- first_name: Franziska
  full_name: Zelba, Franziska
  last_name: Zelba
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/170624544
- first_name: Stefan
  full_name: Windmann, Stefan
  last_name: Windmann
citation:
  alphadin: '<span style="font-variant:small-caps;">Zelba, Franziska</span> ; <span
    style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span style="font-variant:small-caps;">Windmann,
    Stefan</span>: Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.
    In: <span style="font-variant:small-caps;">IEEE</span> (Hrsg.): <i>2024 IEEE 29th
    International Conference on Emerging Technologies and Factory Automation (ETFA)</i> :
    IEEE, 2024, S. 1–4'
  ama: 'Zelba F, Balzereit K, Windmann S. Concepts and Measures Towards Trustworthy
    AI in Industrial Manufacturing. In: IEEE, ed. <i>2024 IEEE 29th International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. IEEE; 2024:1-4.
    doi:<a href="https://doi.org/10.1109/ETFA61755.2024.10710991">10.1109/ETFA61755.2024.10710991</a>'
  apa: 'Zelba, F., Balzereit, K., &#38; Windmann, S. (2024). Concepts and Measures
    Towards Trustworthy AI in Industrial Manufacturing. In IEEE (Ed.), <i>2024 IEEE
    29th International Conference on Emerging Technologies and Factory Automation
    (ETFA)</i> (pp. 1–4). Padova, Italy: IEEE. <a href="https://doi.org/10.1109/ETFA61755.2024.10710991">https://doi.org/10.1109/ETFA61755.2024.10710991</a>'
  bibtex: '@inproceedings{Zelba_Balzereit_Windmann_2024, title={Concepts and Measures
    Towards Trustworthy AI in Industrial Manufacturing}, DOI={<a href="https://doi.org/10.1109/ETFA61755.2024.10710991">10.1109/ETFA61755.2024.10710991</a>},
    booktitle={2024 IEEE 29th International Conference on Emerging Technologies and
    Factory Automation (ETFA)}, publisher={IEEE}, author={Zelba, Franziska and Balzereit,
    Kaja and Windmann, Stefan}, editor={IEEEEditor}, year={2024}, pages={1–4} }'
  chicago: Zelba, Franziska, Kaja Balzereit, and Stefan Windmann. “Concepts and Measures
    Towards Trustworthy AI in Industrial Manufacturing.” In <i>2024 IEEE 29th International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>, edited
    by IEEE, 1–4. IEEE, 2024. <a href="https://doi.org/10.1109/ETFA61755.2024.10710991">https://doi.org/10.1109/ETFA61755.2024.10710991</a>.
  ieee: F. Zelba, K. Balzereit, and S. Windmann, “Concepts and Measures Towards Trustworthy
    AI in Industrial Manufacturing,” in <i>2024 IEEE 29th International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>, Padova, Italy, 2024,
    pp. 1–4.
  mla: Zelba, Franziska, et al. “Concepts and Measures Towards Trustworthy AI in Industrial
    Manufacturing.” <i>2024 IEEE 29th International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>, edited by IEEE, IEEE, 2024, pp. 1–4, doi:<a
    href="https://doi.org/10.1109/ETFA61755.2024.10710991">10.1109/ETFA61755.2024.10710991</a>.
  short: 'F. Zelba, K. Balzereit, S. Windmann, in: IEEE (Ed.), 2024 IEEE 29th International
    Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2024,
    pp. 1–4.'
conference:
  end_date: 2024-09-13
  location: Padova, Italy
  name: 2024 IEEE 29th International Conference on Emerging Technologies and Factory
    Automation (ETFA)
  start_date: 2024-09-10
corporate_editor:
- IEEE
date_created: 2024-10-30T13:52:46Z
date_updated: 2026-03-17T15:29:13Z
doi: 10.1109/ETFA61755.2024.10710991
language:
- iso: eng
page: 1-4
publication: 2024 IEEE 29th International Conference on Emerging Technologies and
  Factory Automation (ETFA)
publication_identifier:
  eisbn:
  - 979-8-3503-6123-0
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing
type: conference
user_id: '220548'
year: '2024'
...
---
_id: '5777'
article_type: original
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/179509756
- first_name: Oliver
  full_name: Niggemann, Oliver
  last_name: Niggemann
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Niggemann, Oliver</span>: New Algorithm for Reconfiguration
    of Cyber-Physical Production Systems                  . In: <i>IEEE Transactions
    on Industrial Informatics</i> Bd. 19, Institute of Electrical and Electronics
    Engineers (IEEE) (2023), Nr. 1, S. 739–749'
  ama: Balzereit K, Niggemann O. New Algorithm for Reconfiguration of Cyber-Physical
    Production Systems                  . <i>IEEE Transactions on Industrial Informatics</i>.
    2023;19(1):739-749. doi:<a href="https://doi.org/10.1109/TII.2022.3146940">10.1109/TII.2022.3146940</a>
  apa: Balzereit, K., &#38; Niggemann, O. (2023). New Algorithm for Reconfiguration
    of Cyber-Physical Production Systems                  . <i>IEEE Transactions on
    Industrial Informatics</i>, <i>19</i>(1), 739–749. <a href="https://doi.org/10.1109/TII.2022.3146940">https://doi.org/10.1109/TII.2022.3146940</a>
  bibtex: '@article{Balzereit_Niggemann_2023, title={New Algorithm for Reconfiguration
    of Cyber-Physical Production Systems                  }, volume={19}, DOI={<a
    href="https://doi.org/10.1109/TII.2022.3146940">10.1109/TII.2022.3146940</a>},
    number={1}, journal={IEEE Transactions on Industrial Informatics}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={Balzereit, Kaja and Niggemann,
    Oliver}, year={2023}, pages={739–749} }'
  chicago: 'Balzereit, Kaja, and Oliver Niggemann. “New Algorithm for Reconfiguration
    of Cyber-Physical Production Systems                  .” <i>IEEE Transactions
    on Industrial Informatics</i> 19, no. 1 (2023): 739–49. <a href="https://doi.org/10.1109/TII.2022.3146940">https://doi.org/10.1109/TII.2022.3146940</a>.'
  ieee: K. Balzereit and O. Niggemann, “New Algorithm for Reconfiguration of Cyber-Physical
    Production Systems                  ,” <i>IEEE Transactions on Industrial Informatics</i>,
    vol. 19, no. 1, pp. 739–749, 2023.
  mla: Balzereit, Kaja, and Oliver Niggemann. “New Algorithm for Reconfiguration of
    Cyber-Physical Production Systems                  .” <i>IEEE Transactions on
    Industrial Informatics</i>, vol. 19, no. 1, Institute of Electrical and Electronics
    Engineers (IEEE), 2023, pp. 739–49, doi:<a href="https://doi.org/10.1109/TII.2022.3146940">10.1109/TII.2022.3146940</a>.
  short: K. Balzereit, O. Niggemann, IEEE Transactions on Industrial Informatics 19
    (2023) 739–749.
date_created: 2025-03-03T13:09:02Z
date_updated: 2026-03-17T15:29:22Z
department:
- _id: '103'
doi: 10.1109/TII.2022.3146940
extern: '1'
intvolume: '        19'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 739-749
publication: IEEE Transactions on Industrial Informatics
publication_identifier:
  eissn:
  - 1941-0050
  issn:
  - 1551-3203
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: 'New Algorithm for Reconfiguration of Cyber-Physical Production Systems                  '
type: journal_article
user_id: '220548'
volume: 19
year: '2023'
...
---
_id: '5778'
author:
- first_name: Niels
  full_name: Grüttemeier, Niels
  last_name: Grüttemeier
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/179509731
- first_name: Nehal
  full_name: Soni, Nehal
  last_name: Soni
- first_name: Andreas
  full_name: Bünte, Andreas
  id: '227277'
  last_name: Bünte
citation:
  alphadin: '<span style="font-variant:small-caps;">Grüttemeier, Niels</span> ; <span
    style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span style="font-variant:small-caps;">Soni,
    Nehal</span> ; <span style="font-variant:small-caps;">Bünte, Andreas</span>: Efficient
    Production Scheduling by Exploiting Repetitive Product Configurations. In: <span
    style="font-variant:small-caps;">IEEE</span> (Hrsg.): <i>2023 IEEE 21st International
    Conference on Industrial Informatics (INDIN)</i> : IEEE, 2023, S. 1–6'
  ama: 'Grüttemeier N, Balzereit K, Soni N, Bünte A. Efficient Production Scheduling
    by Exploiting Repetitive Product Configurations. In: IEEE, ed. <i>2023 IEEE 21st
    International Conference on Industrial Informatics (INDIN)</i>. IEEE; 2023:1-6.
    doi:<a href="https://doi.org/10.1109/INDIN51400.2023.10218249">10.1109/INDIN51400.2023.10218249</a>'
  apa: 'Grüttemeier, N., Balzereit, K., Soni, N., &#38; Bünte, A. (2023). Efficient
    Production Scheduling by Exploiting Repetitive Product Configurations. In IEEE
    (Ed.), <i>2023 IEEE 21st International Conference on Industrial Informatics (INDIN)</i>
    (pp. 1–6). Lemgo, Germany: IEEE. <a href="https://doi.org/10.1109/INDIN51400.2023.10218249">https://doi.org/10.1109/INDIN51400.2023.10218249</a>'
  bibtex: '@inproceedings{Grüttemeier_Balzereit_Soni_Bünte_2023, title={Efficient
    Production Scheduling by Exploiting Repetitive Product Configurations}, DOI={<a
    href="https://doi.org/10.1109/INDIN51400.2023.10218249">10.1109/INDIN51400.2023.10218249</a>},
    booktitle={2023 IEEE 21st International Conference on Industrial Informatics (INDIN)},
    publisher={IEEE}, author={Grüttemeier, Niels and Balzereit, Kaja and Soni, Nehal
    and Bünte, Andreas}, editor={IEEEEditor}, year={2023}, pages={1–6} }'
  chicago: Grüttemeier, Niels, Kaja Balzereit, Nehal Soni, and Andreas Bünte. “Efficient
    Production Scheduling by Exploiting Repetitive Product Configurations.” In <i>2023
    IEEE 21st International Conference on Industrial Informatics (INDIN)</i>, edited
    by IEEE, 1–6. IEEE, 2023. <a href="https://doi.org/10.1109/INDIN51400.2023.10218249">https://doi.org/10.1109/INDIN51400.2023.10218249</a>.
  ieee: N. Grüttemeier, K. Balzereit, N. Soni, and A. Bünte, “Efficient Production
    Scheduling by Exploiting Repetitive Product Configurations,” in <i>2023 IEEE 21st
    International Conference on Industrial Informatics (INDIN)</i>, Lemgo, Germany,
    2023, pp. 1–6.
  mla: Grüttemeier, Niels, et al. “Efficient Production Scheduling by Exploiting Repetitive
    Product Configurations.” <i>2023 IEEE 21st International Conference on Industrial
    Informatics (INDIN)</i>, edited by IEEE, IEEE, 2023, pp. 1–6, doi:<a href="https://doi.org/10.1109/INDIN51400.2023.10218249">10.1109/INDIN51400.2023.10218249</a>.
  short: 'N. Grüttemeier, K. Balzereit, N. Soni, A. Bünte, in: IEEE (Ed.), 2023 IEEE
    21st International Conference on Industrial Informatics (INDIN), IEEE, 2023, pp.
    1–6.'
conference:
  end_date: 2023-07-20
  location: Lemgo, Germany
  name: 2023 IEEE 21st International Conference on Industrial Informatics (INDIN)
  start_date: 2023-07-18
corporate_editor:
- IEEE
date_created: 2025-03-03T13:10:21Z
date_updated: 2026-03-17T15:29:22Z
department:
- _id: '103'
doi: 10.1109/INDIN51400.2023.10218249
language:
- iso: eng
page: 1-6
publication: 2023 IEEE 21st International Conference on Industrial Informatics (INDIN)
publication_identifier:
  eisbn:
  - 978-1-6654-9313-0
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Efficient Production Scheduling by Exploiting Repetitive Product Configurations
type: conference
user_id: '220548'
year: '2023'
...
---
_id: '5779'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/179509753
- first_name: Nehal
  full_name: Soni, Nehal
  last_name: Soni
- first_name: Andreas
  full_name: Bünte, Andreas
  id: '227277'
  last_name: Bünte
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Soni, Nehal</span> ; <span style="font-variant:small-caps;">Bünte,
    Andreas</span>: Potentials of Explainable Predictions of Order Picking Times in
    Industrial Production. In: <span style="font-variant:small-caps;">Rocha , A. P.</span>
    ; <span style="font-variant:small-caps;">Steels , L.</span> ; <span style="font-variant:small-caps;">van
    den Herik, J.</span> (Hrsg.): <i>Proceedings of the 15th International Conference
    on Agents and Artificial Intelligence</i> : SCITEPRESS - Science and Technology
    Publications, 2023, S. 405–412'
  ama: 'Balzereit K, Soni N, Bünte A. Potentials of Explainable Predictions of Order
    Picking Times in Industrial Production. In: Rocha  AP, Steels  L, van den Herik
    J, eds. <i>Proceedings of the 15th International Conference on Agents and Artificial
    Intelligence</i>. SCITEPRESS - Science and Technology Publications; 2023:405-412.
    doi:<a href="https://doi.org/10.5220/0011677000003393">10.5220/0011677000003393</a>'
  apa: 'Balzereit, K., Soni, N., &#38; Bünte, A. (2023). Potentials of Explainable
    Predictions of Order Picking Times in Industrial Production. In A. P. Rocha ,
    L. Steels , &#38; J. van den Herik (Eds.), <i>Proceedings of the 15th International
    Conference on Agents and Artificial Intelligence</i> (pp. 405–412). Lisbon, Portugal:
    SCITEPRESS - Science and Technology Publications. <a href="https://doi.org/10.5220/0011677000003393">https://doi.org/10.5220/0011677000003393</a>'
  bibtex: '@inproceedings{Balzereit_Soni_Bünte_2023, title={Potentials of Explainable
    Predictions of Order Picking Times in Industrial Production}, DOI={<a href="https://doi.org/10.5220/0011677000003393">10.5220/0011677000003393</a>},
    booktitle={Proceedings of the 15th International Conference on Agents and Artificial
    Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Balzereit,
    Kaja and Soni, Nehal and Bünte, Andreas}, editor={Rocha , Ana Paula and Steels
    , Luc  and van den Herik, JaapEditors}, year={2023}, pages={405–412} }'
  chicago: Balzereit, Kaja, Nehal Soni, and Andreas Bünte. “Potentials of Explainable
    Predictions of Order Picking Times in Industrial Production.” In <i>Proceedings
    of the 15th International Conference on Agents and Artificial Intelligence</i>,
    edited by Ana Paula Rocha , Luc  Steels , and Jaap van den Herik, 405–12. SCITEPRESS
    - Science and Technology Publications, 2023. <a href="https://doi.org/10.5220/0011677000003393">https://doi.org/10.5220/0011677000003393</a>.
  ieee: K. Balzereit, N. Soni, and A. Bünte, “Potentials of Explainable Predictions
    of Order Picking Times in Industrial Production,” in <i>Proceedings of the 15th
    International Conference on Agents and Artificial Intelligence</i>, Lisbon, Portugal,
    2023, pp. 405–412.
  mla: Balzereit, Kaja, et al. “Potentials of Explainable Predictions of Order Picking
    Times in Industrial Production.” <i>Proceedings of the 15th International Conference
    on Agents and Artificial Intelligence</i>, edited by Ana Paula Rocha  et al.,
    SCITEPRESS - Science and Technology Publications, 2023, pp. 405–12, doi:<a href="https://doi.org/10.5220/0011677000003393">10.5220/0011677000003393</a>.
  short: 'K. Balzereit, N. Soni, A. Bünte, in: A.P. Rocha , L. Steels , J. van den
    Herik (Eds.), Proceedings of the 15th International Conference on Agents and Artificial
    Intelligence, SCITEPRESS - Science and Technology Publications, 2023, pp. 405–412.'
conference:
  end_date: 2023-02-24
  location: Lisbon, Portugal
  name: 15th International Conference on Agents and Artificial Intelligence
  start_date: 2023-02-22
date_created: 2025-03-03T13:12:20Z
date_updated: 2026-03-17T15:29:22Z
department:
- _id: '103'
doi: 10.5220/0011677000003393
editor:
- first_name: Ana Paula
  full_name: Rocha , Ana Paula
  last_name: 'Rocha '
- first_name: 'Luc '
  full_name: 'Steels , Luc '
  last_name: 'Steels '
- first_name: Jaap
  full_name: van den Herik, Jaap
  last_name: van den Herik
extern: '1'
language:
- iso: eng
page: 405-412
publication: Proceedings of the 15th International Conference on Agents and Artificial
  Intelligence
publication_identifier:
  isbn:
  - 978-989-758-623-1
publication_status: published
publisher: SCITEPRESS - Science and Technology Publications
quality_controlled: '1'
status: public
title: Potentials of Explainable Predictions of Order Picking Times in Industrial
  Production
type: conference
user_id: '220548'
year: '2023'
...
---
_id: '6907'
author:
- first_name: Jonas
  full_name: Ehrhardt, Jonas
  last_name: Ehrhardt
- first_name: Malte
  full_name: Ramonat, Malte
  last_name: Ramonat
- first_name: Rene
  full_name: Heesch, Rene
  last_name: Heesch
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215089925
- first_name: Alexander
  full_name: Diedrich, Alexander
  last_name: Diedrich
- first_name: Oliver
  full_name: Niggemann, Oliver
  last_name: Niggemann
citation:
  alphadin: '<span style="font-variant:small-caps;">Ehrhardt, Jonas</span> ; <span
    style="font-variant:small-caps;">Ramonat, Malte</span> ; <span style="font-variant:small-caps;">Heesch,
    Rene</span> ; <span style="font-variant:small-caps;">Balzereit, Kaja</span> ;
    <span style="font-variant:small-caps;">Diedrich, Alexander</span> ; <span style="font-variant:small-caps;">Niggemann,
    Oliver</span>: An AI benchmark for Diagnosis, Reconfiguration &#38; Planning.
    In: <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i> : IEEE, 2022, S. 1–8'
  ama: 'Ehrhardt J, Ramonat M, Heesch R, Balzereit K, Diedrich A, Niggemann O. An
    AI benchmark for Diagnosis, Reconfiguration &#38; Planning. In: <i>2022 IEEE 27th
    International Conference on Emerging Technologies and Factory Automation (ETFA)</i>.
    IEEE; 2022:1-8. doi:<a href="https://doi.org/10.1109/ETFA52439.2022.9921546">10.1109/ETFA52439.2022.9921546</a>'
  apa: 'Ehrhardt, J., Ramonat, M., Heesch, R., Balzereit, K., Diedrich, A., &#38;
    Niggemann, O. (2022). An AI benchmark for Diagnosis, Reconfiguration &#38; Planning.
    In <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i> (pp. 1–8). Stuttgart, Germany: IEEE. <a href="https://doi.org/10.1109/ETFA52439.2022.9921546">https://doi.org/10.1109/ETFA52439.2022.9921546</a>'
  bibtex: '@inproceedings{Ehrhardt_Ramonat_Heesch_Balzereit_Diedrich_Niggemann_2022,
    title={An AI benchmark for Diagnosis, Reconfiguration &#38; Planning}, DOI={<a
    href="https://doi.org/10.1109/ETFA52439.2022.9921546">10.1109/ETFA52439.2022.9921546</a>},
    booktitle={2022 IEEE 27th International Conference on Emerging Technologies and
    Factory Automation (ETFA)}, publisher={IEEE}, author={Ehrhardt, Jonas and Ramonat,
    Malte and Heesch, Rene and Balzereit, Kaja and Diedrich, Alexander and Niggemann,
    Oliver}, year={2022}, pages={1–8} }'
  chicago: Ehrhardt, Jonas, Malte Ramonat, Rene Heesch, Kaja Balzereit, Alexander
    Diedrich, and Oliver Niggemann. “An AI Benchmark for Diagnosis, Reconfiguration
    &#38; Planning.” In <i>2022 IEEE 27th International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>, 1–8. IEEE, 2022. <a href="https://doi.org/10.1109/ETFA52439.2022.9921546">https://doi.org/10.1109/ETFA52439.2022.9921546</a>.
  ieee: J. Ehrhardt, M. Ramonat, R. Heesch, K. Balzereit, A. Diedrich, and O. Niggemann,
    “An AI benchmark for Diagnosis, Reconfiguration &#38; Planning,” in <i>2022 IEEE
    27th International Conference on Emerging Technologies and Factory Automation
    (ETFA)</i>, Stuttgart, Germany, 2022, pp. 1–8.
  mla: Ehrhardt, Jonas, et al. “An AI Benchmark for Diagnosis, Reconfiguration &#38;
    Planning.” <i>2022 IEEE 27th International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>, IEEE, 2022, pp. 1–8, doi:<a href="https://doi.org/10.1109/ETFA52439.2022.9921546">10.1109/ETFA52439.2022.9921546</a>.
  short: 'J. Ehrhardt, M. Ramonat, R. Heesch, K. Balzereit, A. Diedrich, O. Niggemann,
    in: 2022 IEEE 27th International Conference on Emerging Technologies and Factory
    Automation (ETFA), IEEE, 2022, pp. 1–8.'
conference:
  location: Stuttgart, Germany
  name: 2022 IEEE 27th International Conference on Emerging Technologies and Factory
    Automation (ETFA)
date_created: 2026-05-18T14:10:09Z
date_updated: 2026-06-15T09:05:18Z
department:
- _id: '103'
doi: 10.1109/ETFA52439.2022.9921546
language:
- iso: eng
page: 1-8
publication: 2022 IEEE 27th International Conference on Emerging Technologies and
  Factory Automation (ETFA)
publication_identifier:
  eisbn:
  - 978-1-6654-9996-5
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: An AI benchmark for Diagnosis, Reconfiguration & Planning
type: conference
user_id: '231260'
year: '2022'
...
---
_id: '6911'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215089218
- first_name: Alexander
  full_name: Diedrich, Alexander
  last_name: Diedrich
- first_name: Daniel
  full_name: Kubus, Daniel
  last_name: Kubus
- first_name: Jonas
  full_name: Ginster, Jonas
  last_name: Ginster
- first_name: Andreas
  full_name: Bunte, Andreas
  last_name: Bunte
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Diedrich, Alexander</span> ; <span style="font-variant:small-caps;">Kubus,
    Daniel</span> ; <span style="font-variant:small-caps;">Ginster, Jonas</span> ;
    <span style="font-variant:small-caps;">Bunte, Andreas</span>: Generating Causal
    Hypotheses for Explaining Black-Box Industrial Processes. In: <i>2022 IEEE 5th
    International Conference on Industrial Cyber-Physical Systems (ICPS)</i> : IEEE,
    2022, S. 1–6'
  ama: 'Balzereit K, Diedrich A, Kubus D, Ginster J, Bunte A. Generating Causal Hypotheses
    for Explaining Black-Box Industrial Processes. In: <i>2022 IEEE 5th International
    Conference on Industrial Cyber-Physical Systems (ICPS)</i>. IEEE; 2022:1-6. doi:<a
    href="https://doi.org/10.1109/ICPS51978.2022.9816879">10.1109/ICPS51978.2022.9816879</a>'
  apa: 'Balzereit, K., Diedrich, A., Kubus, D., Ginster, J., &#38; Bunte, A. (2022).
    Generating Causal Hypotheses for Explaining Black-Box Industrial Processes. In
    <i>2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems
    (ICPS)</i> (pp. 1–6). Coventry, United Kingdom: IEEE. <a href="https://doi.org/10.1109/ICPS51978.2022.9816879">https://doi.org/10.1109/ICPS51978.2022.9816879</a>'
  bibtex: '@inproceedings{Balzereit_Diedrich_Kubus_Ginster_Bunte_2022, title={Generating
    Causal Hypotheses for Explaining Black-Box Industrial Processes}, DOI={<a href="https://doi.org/10.1109/ICPS51978.2022.9816879">10.1109/ICPS51978.2022.9816879</a>},
    booktitle={2022 IEEE 5th International Conference on Industrial Cyber-Physical
    Systems (ICPS)}, publisher={IEEE}, author={Balzereit, Kaja and Diedrich, Alexander
    and Kubus, Daniel and Ginster, Jonas and Bunte, Andreas}, year={2022}, pages={1–6}
    }'
  chicago: Balzereit, Kaja, Alexander Diedrich, Daniel Kubus, Jonas Ginster, and Andreas
    Bunte. “Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.”
    In <i>2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems
    (ICPS)</i>, 1–6. IEEE, 2022. <a href="https://doi.org/10.1109/ICPS51978.2022.9816879">https://doi.org/10.1109/ICPS51978.2022.9816879</a>.
  ieee: K. Balzereit, A. Diedrich, D. Kubus, J. Ginster, and A. Bunte, “Generating
    Causal Hypotheses for Explaining Black-Box Industrial Processes,” in <i>2022 IEEE
    5th International Conference on Industrial Cyber-Physical Systems (ICPS)</i>,
    Coventry, United Kingdom, 2022, pp. 1–6.
  mla: Balzereit, Kaja, et al. “Generating Causal Hypotheses for Explaining Black-Box
    Industrial Processes.” <i>2022 IEEE 5th International Conference on Industrial
    Cyber-Physical Systems (ICPS)</i>, IEEE, 2022, pp. 1–6, doi:<a href="https://doi.org/10.1109/ICPS51978.2022.9816879">10.1109/ICPS51978.2022.9816879</a>.
  short: 'K. Balzereit, A. Diedrich, D. Kubus, J. Ginster, A. Bunte, in: 2022 IEEE
    5th International Conference on Industrial Cyber-Physical Systems (ICPS), IEEE,
    2022, pp. 1–6.'
conference:
  location: Coventry, United Kingdom
  name: 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems
    (ICPS)
date_created: 2026-05-18T14:12:57Z
date_updated: 2026-05-19T10:44:12Z
department:
- _id: '103'
doi: 10.1109/ICPS51978.2022.9816879
language:
- iso: eng
page: 1-6
publication: 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems
  (ICPS)
publication_identifier:
  eisbn:
  - 978-1-6654-9770-1
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Generating Causal Hypotheses for Explaining Black-Box Industrial Processes
type: conference
user_id: '261203'
year: '2022'
...
---
_id: '6909'
author:
- first_name: Kevin
  full_name: Tierney, Kevin
  last_name: Tierney
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215082774
- first_name: Andreas
  full_name: Bunte, Andreas
  last_name: Bunte
- first_name: Oliver
  full_name: Niehorster, Oliver
  last_name: Niehorster
citation:
  alphadin: '<span style="font-variant:small-caps;">Tierney, Kevin</span> ; <span
    style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span style="font-variant:small-caps;">Bunte,
    Andreas</span> ; <span style="font-variant:small-caps;">Niehorster, Oliver</span>:
    Explaining solutions to multi-stage stochastic optimization problems to decision
    makers. In: <i>2022 IEEE 27th International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i> : IEEE, 2022, S. 1–4'
  ama: 'Tierney K, Balzereit K, Bunte A, Niehorster O. Explaining solutions to multi-stage
    stochastic optimization problems to decision makers. In: <i>2022 IEEE 27th International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. IEEE; 2022:1-4.
    doi:<a href="https://doi.org/10.1109/ETFA52439.2022.9921490">10.1109/ETFA52439.2022.9921490</a>'
  apa: 'Tierney, K., Balzereit, K., Bunte, A., &#38; Niehorster, O. (2022). Explaining
    solutions to multi-stage stochastic optimization problems to decision makers.
    In <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i> (pp. 1–4). Stuttgart, Germany: IEEE. <a href="https://doi.org/10.1109/ETFA52439.2022.9921490">https://doi.org/10.1109/ETFA52439.2022.9921490</a>'
  bibtex: '@inproceedings{Tierney_Balzereit_Bunte_Niehorster_2022, title={Explaining
    solutions to multi-stage stochastic optimization problems to decision makers},
    DOI={<a href="https://doi.org/10.1109/ETFA52439.2022.9921490">10.1109/ETFA52439.2022.9921490</a>},
    booktitle={2022 IEEE 27th International Conference on Emerging Technologies and
    Factory Automation (ETFA)}, publisher={IEEE}, author={Tierney, Kevin and Balzereit,
    Kaja and Bunte, Andreas and Niehorster, Oliver}, year={2022}, pages={1–4} }'
  chicago: Tierney, Kevin, Kaja Balzereit, Andreas Bunte, and Oliver Niehorster. “Explaining
    Solutions to Multi-Stage Stochastic Optimization Problems to Decision Makers.”
    In <i>2022 IEEE 27th International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i>, 1–4. IEEE, 2022. <a href="https://doi.org/10.1109/ETFA52439.2022.9921490">https://doi.org/10.1109/ETFA52439.2022.9921490</a>.
  ieee: K. Tierney, K. Balzereit, A. Bunte, and O. Niehorster, “Explaining solutions
    to multi-stage stochastic optimization problems to decision makers,” in <i>2022
    IEEE 27th International Conference on Emerging Technologies and Factory Automation
    (ETFA)</i>, Stuttgart, Germany, 2022, pp. 1–4.
  mla: Tierney, Kevin, et al. “Explaining Solutions to Multi-Stage Stochastic Optimization
    Problems to Decision Makers.” <i>2022 IEEE 27th International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>, IEEE, 2022, pp. 1–4, doi:<a href="https://doi.org/10.1109/ETFA52439.2022.9921490">10.1109/ETFA52439.2022.9921490</a>.
  short: 'K. Tierney, K. Balzereit, A. Bunte, O. Niehorster, in: 2022 IEEE 27th International
    Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022,
    pp. 1–4.'
conference:
  location: Stuttgart, Germany
  name: 2022 IEEE 27th International Conference on Emerging Technologies and Factory
    Automation (ETFA)
date_created: 2026-05-18T14:11:08Z
date_updated: 2026-05-19T09:22:23Z
department:
- _id: '103'
doi: 10.1109/ETFA52439.2022.9921490
language:
- iso: eng
page: 1-4
publication: 2022 IEEE 27th International Conference on Emerging Technologies and
  Factory Automation (ETFA)
publication_identifier:
  eisbn:
  - 978-1-6654-9996-5
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Explaining solutions to multi-stage stochastic optimization problems to decision
  makers
type: conference
user_id: '261203'
year: '2022'
...
---
_id: '6908'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215089610
- first_name: Alexander
  full_name: Diedrich, Alexander
  last_name: Diedrich
- first_name: Jonas
  full_name: Ginster, Jonas
  last_name: Ginster
- first_name: Stefan
  full_name: Windmann, Stefan
  last_name: Windmann
- first_name: Oliver
  full_name: Niggemann, Oliver
  last_name: Niggemann
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Diedrich, Alexander</span> ; <span style="font-variant:small-caps;">Ginster,
    Jonas</span> ; <span style="font-variant:small-caps;">Windmann, Stefan</span>
    ; <span style="font-variant:small-caps;">Niggemann, Oliver</span>: An Ensemble
    of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS. In:
    <i>2021 IEEE 19th International Conference on Industrial Informatics (INDIN)</i> :
    IEEE, 2021, S. 1–6'
  ama: 'Balzereit K, Diedrich A, Ginster J, Windmann S, Niggemann O. An Ensemble of
    Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS. In: <i>2021
    IEEE 19th International Conference on Industrial Informatics (INDIN)</i>. IEEE;
    2021:1-6. doi:<a href="https://doi.org/10.1109/INDIN45523.2021.9557516">10.1109/INDIN45523.2021.9557516</a>'
  apa: 'Balzereit, K., Diedrich, A., Ginster, J., Windmann, S., &#38; Niggemann, O.
    (2021). An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling
    in CPPS. In <i>2021 IEEE 19th International Conference on Industrial Informatics
    (INDIN)</i> (pp. 1–6). Palma de Mallorca, Spain: IEEE. <a href="https://doi.org/10.1109/INDIN45523.2021.9557516">https://doi.org/10.1109/INDIN45523.2021.9557516</a>'
  bibtex: '@inproceedings{Balzereit_Diedrich_Ginster_Windmann_Niggemann_2021, title={An
    Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in
    CPPS}, DOI={<a href="https://doi.org/10.1109/INDIN45523.2021.9557516">10.1109/INDIN45523.2021.9557516</a>},
    booktitle={2021 IEEE 19th International Conference on Industrial Informatics (INDIN)},
    publisher={IEEE}, author={Balzereit, Kaja and Diedrich, Alexander and Ginster,
    Jonas and Windmann, Stefan and Niggemann, Oliver}, year={2021}, pages={1–6} }'
  chicago: Balzereit, Kaja, Alexander Diedrich, Jonas Ginster, Stefan Windmann, and
    Oliver Niggemann. “An Ensemble of Benchmarks for the Evaluation of AI Methods
    for Fault Handling in CPPS.” In <i>2021 IEEE 19th International Conference on
    Industrial Informatics (INDIN)</i>, 1–6. IEEE, 2021. <a href="https://doi.org/10.1109/INDIN45523.2021.9557516">https://doi.org/10.1109/INDIN45523.2021.9557516</a>.
  ieee: K. Balzereit, A. Diedrich, J. Ginster, S. Windmann, and O. Niggemann, “An
    Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in
    CPPS,” in <i>2021 IEEE 19th International Conference on Industrial Informatics
    (INDIN)</i>, Palma de Mallorca, Spain, 2021, pp. 1–6.
  mla: Balzereit, Kaja, et al. “An Ensemble of Benchmarks for the Evaluation of AI
    Methods for Fault Handling in CPPS.” <i>2021 IEEE 19th International Conference
    on Industrial Informatics (INDIN)</i>, IEEE, 2021, pp. 1–6, doi:<a href="https://doi.org/10.1109/INDIN45523.2021.9557516">10.1109/INDIN45523.2021.9557516</a>.
  short: 'K. Balzereit, A. Diedrich, J. Ginster, S. Windmann, O. Niggemann, in: 2021
    IEEE 19th International Conference on Industrial Informatics (INDIN), IEEE, 2021,
    pp. 1–6.'
conference:
  location: Palma de Mallorca, Spain
  name: 2021 IEEE 19th International Conference on Industrial Informatics (INDIN)
date_created: 2026-05-18T14:10:38Z
date_updated: 2026-05-19T10:49:58Z
department:
- _id: '103'
doi: 10.1109/INDIN45523.2021.9557516
language:
- iso: eng
page: 1-6
publication: 2021 IEEE 19th International Conference on Industrial Informatics (INDIN)
publication_identifier:
  eisbn:
  - 978-1-7281-4395-8
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling
  in CPPS
type: conference
user_id: '261203'
year: '2021'
...
---
_id: '6913'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215082384
- first_name: Oliver
  full_name: Niggemann, Oliver
  last_name: Niggemann
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Niggemann, Oliver</span>: Gradient-based Reconfiguration
    of Cyber-Physical Production Systems. In: <i>2021 4th IEEE International Conference
    on Industrial Cyber-Physical Systems (ICPS)</i> : IEEE, 2021, S. 125–131'
  ama: 'Balzereit K, Niggemann O. Gradient-based Reconfiguration of Cyber-Physical
    Production Systems. In: <i>2021 4th IEEE International Conference on Industrial
    Cyber-Physical Systems (ICPS)</i>. IEEE; 2021:125-131. doi:<a href="https://doi.org/10.1109/ICPS49255.2021.9468238">10.1109/ICPS49255.2021.9468238</a>'
  apa: 'Balzereit, K., &#38; Niggemann, O. (2021). Gradient-based Reconfiguration
    of Cyber-Physical Production Systems. In <i>2021 4th IEEE International Conference
    on Industrial Cyber-Physical Systems (ICPS)</i> (pp. 125–131). Victoria, BC, Canada:
    IEEE. <a href="https://doi.org/10.1109/ICPS49255.2021.9468238">https://doi.org/10.1109/ICPS49255.2021.9468238</a>'
  bibtex: '@inproceedings{Balzereit_Niggemann_2021, title={Gradient-based Reconfiguration
    of Cyber-Physical Production Systems}, DOI={<a href="https://doi.org/10.1109/ICPS49255.2021.9468238">10.1109/ICPS49255.2021.9468238</a>},
    booktitle={2021 4th IEEE International Conference on Industrial Cyber-Physical
    Systems (ICPS)}, publisher={IEEE}, author={Balzereit, Kaja and Niggemann, Oliver},
    year={2021}, pages={125–131} }'
  chicago: Balzereit, Kaja, and Oliver Niggemann. “Gradient-Based Reconfiguration
    of Cyber-Physical Production Systems.” In <i>2021 4th IEEE International Conference
    on Industrial Cyber-Physical Systems (ICPS)</i>, 125–31. IEEE, 2021. <a href="https://doi.org/10.1109/ICPS49255.2021.9468238">https://doi.org/10.1109/ICPS49255.2021.9468238</a>.
  ieee: K. Balzereit and O. Niggemann, “Gradient-based Reconfiguration of Cyber-Physical
    Production Systems,” in <i>2021 4th IEEE International Conference on Industrial
    Cyber-Physical Systems (ICPS)</i>, Victoria, BC, Canada, 2021, pp. 125–131.
  mla: Balzereit, Kaja, and Oliver Niggemann. “Gradient-Based Reconfiguration of Cyber-Physical
    Production Systems.” <i>2021 4th IEEE International Conference on Industrial Cyber-Physical
    Systems (ICPS)</i>, IEEE, 2021, pp. 125–31, doi:<a href="https://doi.org/10.1109/ICPS49255.2021.9468238">10.1109/ICPS49255.2021.9468238</a>.
  short: 'K. Balzereit, O. Niggemann, in: 2021 4th IEEE International Conference on
    Industrial Cyber-Physical Systems (ICPS), IEEE, 2021, pp. 125–131.'
conference:
  location: Victoria, BC, Canada
  name: 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems
    (ICPS)
date_created: 2026-05-18T14:13:54Z
date_updated: 2026-05-19T09:17:25Z
department:
- _id: '103'
doi: 10.1109/ICPS49255.2021.9468238
language:
- iso: eng
page: 125-131
publication: 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems
  (ICPS)
publication_identifier:
  eisbn:
  - 978-1-7281-6207-2
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Gradient-based Reconfiguration of Cyber-Physical Production Systems
type: conference
user_id: '261203'
year: '2021'
...
---
_id: '6912'
author:
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215082434
- first_name: Oliver
  full_name: Niggemann, Oliver
  last_name: Niggemann
citation:
  alphadin: '<span style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span
    style="font-variant:small-caps;">Niggemann, Oliver</span>: Automated Reconfiguration
    of Cyber-Physical Production Systems using Satisfiability Modulo Theories. In:
    <i>2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS)</i> : IEEE,
    2020, S. 461–468'
  ama: 'Balzereit K, Niggemann O. Automated Reconfiguration of Cyber-Physical Production
    Systems using Satisfiability Modulo Theories. In: <i>2020 IEEE Conference on Industrial
    Cyberphysical Systems (ICPS)</i>. IEEE; 2020:461-468. doi:<a href="https://doi.org/10.1109/ICPS48405.2020.9274707">10.1109/ICPS48405.2020.9274707</a>'
  apa: 'Balzereit, K., &#38; Niggemann, O. (2020). Automated Reconfiguration of Cyber-Physical
    Production Systems using Satisfiability Modulo Theories. In <i>2020 IEEE Conference
    on Industrial Cyberphysical Systems (ICPS)</i> (pp. 461–468). Tampere, Finland:
    IEEE. <a href="https://doi.org/10.1109/ICPS48405.2020.9274707">https://doi.org/10.1109/ICPS48405.2020.9274707</a>'
  bibtex: '@inproceedings{Balzereit_Niggemann_2020, title={Automated Reconfiguration
    of Cyber-Physical Production Systems using Satisfiability Modulo Theories}, DOI={<a
    href="https://doi.org/10.1109/ICPS48405.2020.9274707">10.1109/ICPS48405.2020.9274707</a>},
    booktitle={2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS)}, publisher={IEEE},
    author={Balzereit, Kaja and Niggemann, Oliver}, year={2020}, pages={461–468} }'
  chicago: Balzereit, Kaja, and Oliver Niggemann. “Automated Reconfiguration of Cyber-Physical
    Production Systems Using Satisfiability Modulo Theories.” In <i>2020 IEEE Conference
    on Industrial Cyberphysical Systems (ICPS)</i>, 461–68. IEEE, 2020. <a href="https://doi.org/10.1109/ICPS48405.2020.9274707">https://doi.org/10.1109/ICPS48405.2020.9274707</a>.
  ieee: K. Balzereit and O. Niggemann, “Automated Reconfiguration of Cyber-Physical
    Production Systems using Satisfiability Modulo Theories,” in <i>2020 IEEE Conference
    on Industrial Cyberphysical Systems (ICPS)</i>, Tampere, Finland, 2020, pp. 461–468.
  mla: Balzereit, Kaja, and Oliver Niggemann. “Automated Reconfiguration of Cyber-Physical
    Production Systems Using Satisfiability Modulo Theories.” <i>2020 IEEE Conference
    on Industrial Cyberphysical Systems (ICPS)</i>, IEEE, 2020, pp. 461–68, doi:<a
    href="https://doi.org/10.1109/ICPS48405.2020.9274707">10.1109/ICPS48405.2020.9274707</a>.
  short: 'K. Balzereit, O. Niggemann, in: 2020 IEEE Conference on Industrial Cyberphysical
    Systems (ICPS), IEEE, 2020, pp. 461–468.'
conference:
  location: Tampere, Finland
  name: 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS)
date_created: 2026-05-18T14:13:23Z
date_updated: 2026-05-19T09:18:18Z
department:
- _id: '103'
doi: 10.1109/ICPS48405.2020.9274707
language:
- iso: eng
page: 461-468
publication: 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS)
publication_identifier:
  eisbn:
  - 978-1-7281-6389-5
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Automated Reconfiguration of Cyber-Physical Production Systems using Satisfiability
  Modulo Theories
type: conference
user_id: '261203'
year: '2020'
...
---
_id: '6910'
author:
- first_name: Stefan
  full_name: Windmann, Stefan
  last_name: Windmann
- first_name: Kaja
  full_name: Balzereit, Kaja
  id: '255787'
  last_name: Balzereit
  orcid: 0000-0001-9203-5902
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-9203-5902/work/215089516
- first_name: Oliver
  full_name: Niggemann, Oliver
  last_name: Niggemann
citation:
  alphadin: '<span style="font-variant:small-caps;">Windmann, Stefan</span> ; <span
    style="font-variant:small-caps;">Balzereit, Kaja</span> ; <span style="font-variant:small-caps;">Niggemann,
    Oliver</span>: Model-based routing in flexible manufacturing systems. In: <i>at
    - Automatisierungstechnik</i> Bd. 67, Walter de Gruyter GmbH (2019), Nr. 2, S. 95–112'
  ama: Windmann S, Balzereit K, Niggemann O. Model-based routing in flexible manufacturing
    systems. <i>at - Automatisierungstechnik</i>. 2019;67(2):95-112. doi:<a href="https://doi.org/10.1515/auto-2018-0108">10.1515/auto-2018-0108</a>
  apa: Windmann, S., Balzereit, K., &#38; Niggemann, O. (2019). Model-based routing
    in flexible manufacturing systems. <i>At - Automatisierungstechnik</i>, <i>67</i>(2),
    95–112. <a href="https://doi.org/10.1515/auto-2018-0108">https://doi.org/10.1515/auto-2018-0108</a>
  bibtex: '@article{Windmann_Balzereit_Niggemann_2019, title={Model-based routing
    in flexible manufacturing systems}, volume={67}, DOI={<a href="https://doi.org/10.1515/auto-2018-0108">10.1515/auto-2018-0108</a>},
    number={2}, journal={at - Automatisierungstechnik}, publisher={Walter de Gruyter
    GmbH}, author={Windmann, Stefan and Balzereit, Kaja and Niggemann, Oliver}, year={2019},
    pages={95–112} }'
  chicago: 'Windmann, Stefan, Kaja Balzereit, and Oliver Niggemann. “Model-Based Routing
    in Flexible Manufacturing Systems.” <i>At - Automatisierungstechnik</i> 67, no.
    2 (2019): 95–112. <a href="https://doi.org/10.1515/auto-2018-0108">https://doi.org/10.1515/auto-2018-0108</a>.'
  ieee: S. Windmann, K. Balzereit, and O. Niggemann, “Model-based routing in flexible
    manufacturing systems,” <i>at - Automatisierungstechnik</i>, vol. 67, no. 2, pp.
    95–112, 2019.
  mla: Windmann, Stefan, et al. “Model-Based Routing in Flexible Manufacturing Systems.”
    <i>At - Automatisierungstechnik</i>, vol. 67, no. 2, Walter de Gruyter GmbH, 2019,
    pp. 95–112, doi:<a href="https://doi.org/10.1515/auto-2018-0108">10.1515/auto-2018-0108</a>.
  short: S. Windmann, K. Balzereit, O. Niggemann, At - Automatisierungstechnik 67
    (2019) 95–112.
date_created: 2026-05-18T14:11:59Z
date_updated: 2026-05-19T10:48:20Z
department:
- _id: '103'
doi: 10.1515/auto-2018-0108
intvolume: '        67'
issue: '2'
language:
- iso: eng
page: 95-112
publication: at - Automatisierungstechnik
publication_identifier:
  eissn:
  - 2196-677X
  issn:
  - 0178-2312
publication_status: published
publisher: Walter de Gruyter GmbH
quality_controlled: '1'
status: public
title: Model-based routing in flexible manufacturing systems
type: journal_article
user_id: '261203'
volume: 67
year: '2019'
...