---
_id: '6522'
author:
- first_name: Thomas
  full_name: Engelmann, Thomas
  id: '239179'
  last_name: Engelmann
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204646537
citation:
  alphadin: '<span style="font-variant:small-caps;">Engelmann, Thomas</span> ; <span
    style="font-variant:small-caps;">Quakernack, Lars</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization
    Using Ensemble Learning. In: <i>2025 IEEE Kiel PowerTech</i> : IEEE, 2025, S. 1–6'
  ama: 'Engelmann T, Quakernack L, Haubrock J. Load Forecasting in Cellular Low-Voltage
    Grids for Day-Ahead Optimization Using Ensemble Learning. In: <i>2025 IEEE Kiel
    PowerTech</i>. IEEE; 2025:1-6. doi:<a href="https://doi.org/10.1109/PowerTech59965.2025.11180432">10.1109/PowerTech59965.2025.11180432</a>'
  apa: 'Engelmann, T., Quakernack, L., &#38; Haubrock, J. (2025). Load Forecasting
    in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning.
    In <i>2025 IEEE Kiel PowerTech</i> (pp. 1–6). Kiel, Germany: IEEE. <a href="https://doi.org/10.1109/PowerTech59965.2025.11180432">https://doi.org/10.1109/PowerTech59965.2025.11180432</a>'
  bibtex: '@inproceedings{Engelmann_Quakernack_Haubrock_2025, title={Load Forecasting
    in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning},
    DOI={<a href="https://doi.org/10.1109/PowerTech59965.2025.11180432">10.1109/PowerTech59965.2025.11180432</a>},
    booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Engelmann, Thomas
    and Quakernack, Lars and Haubrock, Jens}, year={2025}, pages={1–6} }'
  chicago: Engelmann, Thomas, Lars Quakernack, and Jens Haubrock. “Load Forecasting
    in Cellular Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning.”
    In <i>2025 IEEE Kiel PowerTech</i>, 1–6. IEEE, 2025. <a href="https://doi.org/10.1109/PowerTech59965.2025.11180432">https://doi.org/10.1109/PowerTech59965.2025.11180432</a>.
  ieee: T. Engelmann, L. Quakernack, and J. Haubrock, “Load Forecasting in Cellular
    Low-Voltage Grids for Day-Ahead Optimization Using Ensemble Learning,” in <i>2025
    IEEE Kiel PowerTech</i>, Kiel, Germany, 2025, pp. 1–6.
  mla: Engelmann, Thomas, et al. “Load Forecasting in Cellular Low-Voltage Grids for
    Day-Ahead Optimization Using Ensemble Learning.” <i>2025 IEEE Kiel PowerTech</i>,
    IEEE, 2025, pp. 1–6, doi:<a href="https://doi.org/10.1109/PowerTech59965.2025.11180432">10.1109/PowerTech59965.2025.11180432</a>.
  short: 'T. Engelmann, L. Quakernack, J. Haubrock, in: 2025 IEEE Kiel PowerTech,
    IEEE, 2025, pp. 1–6.'
conference:
  end_date: 2025-07-03
  location: Kiel, Germany
  name: 2025 IEEE Kiel PowerTech
  start_date: 2025-06-29
date_created: 2026-02-04T08:43:33Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/PowerTech59965.2025.11180432
language:
- iso: eng
page: 1-6
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2025 IEEE Kiel PowerTech
publication_identifier:
  eisbn:
  - 979-8-3315-4397-6
publication_status: published
publisher: IEEE
status: public
title: Load Forecasting in Cellular Low-Voltage Grids for Day-Ahead Optimization Using
  Ensemble Learning
type: conference
user_id: '239179'
year: '2025'
...
---
_id: '6525'
author:
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Thomas
  full_name: Engelmann, Thomas
  id: '239179'
  last_name: Engelmann
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204646831
- first_name: Wenyan
  full_name: Ye, Wenyan
  last_name: Ye
- first_name: Ping
  full_name: Zhang, Ping
  last_name: Zhang
- first_name: Stephan
  full_name: Röhrenbeck, Stephan
  last_name: Röhrenbeck
- first_name: Thomas
  full_name: Reisinger, Thomas
  last_name: Reisinger
- first_name: Thomas
  full_name: Leopold, Thomas
  last_name: Leopold
- first_name: Benedikt
  full_name: Herold, Benedikt
  last_name: Herold
- first_name: Stefan
  full_name: Wilker, Stefan
  last_name: Wilker
- first_name: Thilo
  full_name: Sauter, Thilo
  last_name: Sauter
- first_name: Michael
  full_name: Kelker, Michael
  last_name: Kelker
- first_name: Jan
  full_name: Breuersbrock, Jan
  last_name: Breuersbrock
- first_name: Marc
  full_name: Dünser, Marc
  last_name: Dünser
- first_name: Stefan
  full_name: Übermasser, Stefan
  last_name: Übermasser
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Quakernack,
    Lars</span> ; <span style="font-variant:small-caps;">Engelmann, Thomas</span>
    ; <span style="font-variant:small-caps;">Haubrock, Jens</span> ; <span style="font-variant:small-caps;">Ye,
    Wenyan</span> ; <span style="font-variant:small-caps;">Zhang, Ping</span> ; <span
    style="font-variant:small-caps;">Röhrenbeck, Stephan</span> ; <span style="font-variant:small-caps;">Reisinger,
    Thomas</span> ; <span style="font-variant:small-caps;">Leopold, Thomas</span>
    ; u. a.</span>: Autonomous AI for cellular energy systems increasing flexibilities
    provided by sector coupling and distributed storage. In: <i>2025 IEEE Kiel PowerTech</i> :
    IEEE, 2025, S. 1–6'
  ama: 'Quakernack L, Engelmann T, Haubrock J, et al. Autonomous AI for cellular energy
    systems increasing flexibilities provided by sector coupling and distributed storage.
    In: <i>2025 IEEE Kiel PowerTech</i>. IEEE; 2025:1-6. doi:<a href="https://doi.org/10.1109/PowerTech59965.2025.11180740">10.1109/PowerTech59965.2025.11180740</a>'
  apa: 'Quakernack, L., Engelmann, T., Haubrock, J., Ye, W., Zhang, P., Röhrenbeck,
    S., … Übermasser, S. (2025). Autonomous AI for cellular energy systems increasing
    flexibilities provided by sector coupling and distributed storage. In <i>2025
    IEEE Kiel PowerTech</i> (pp. 1–6). Kiel, Germany: IEEE. <a href="https://doi.org/10.1109/PowerTech59965.2025.11180740">https://doi.org/10.1109/PowerTech59965.2025.11180740</a>'
  bibtex: '@inproceedings{Quakernack_Engelmann_Haubrock_Ye_Zhang_Röhrenbeck_Reisinger_Leopold_Herold_Wilker_et
    al._2025, title={Autonomous AI for cellular energy systems increasing flexibilities
    provided by sector coupling and distributed storage}, DOI={<a href="https://doi.org/10.1109/PowerTech59965.2025.11180740">10.1109/PowerTech59965.2025.11180740</a>},
    booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Quakernack, Lars
    and Engelmann, Thomas and Haubrock, Jens and Ye, Wenyan and Zhang, Ping and Röhrenbeck,
    Stephan and Reisinger, Thomas and Leopold, Thomas and Herold, Benedikt and Wilker,
    Stefan and et al.}, year={2025}, pages={1–6} }'
  chicago: Quakernack, Lars, Thomas Engelmann, Jens Haubrock, Wenyan Ye, Ping Zhang,
    Stephan Röhrenbeck, Thomas Reisinger, et al. “Autonomous AI for Cellular Energy
    Systems Increasing Flexibilities Provided by Sector Coupling and Distributed Storage.”
    In <i>2025 IEEE Kiel PowerTech</i>, 1–6. IEEE, 2025. <a href="https://doi.org/10.1109/PowerTech59965.2025.11180740">https://doi.org/10.1109/PowerTech59965.2025.11180740</a>.
  ieee: L. Quakernack <i>et al.</i>, “Autonomous AI for cellular energy systems increasing
    flexibilities provided by sector coupling and distributed storage,” in <i>2025
    IEEE Kiel PowerTech</i>, Kiel, Germany, 2025, pp. 1–6.
  mla: Quakernack, Lars, et al. “Autonomous AI for Cellular Energy Systems Increasing
    Flexibilities Provided by Sector Coupling and Distributed Storage.” <i>2025 IEEE
    Kiel PowerTech</i>, IEEE, 2025, pp. 1–6, doi:<a href="https://doi.org/10.1109/PowerTech59965.2025.11180740">10.1109/PowerTech59965.2025.11180740</a>.
  short: 'L. Quakernack, T. Engelmann, J. Haubrock, W. Ye, P. Zhang, S. Röhrenbeck,
    T. Reisinger, T. Leopold, B. Herold, S. Wilker, T. Sauter, M. Kelker, J. Breuersbrock,
    M. Dünser, S. Übermasser, in: 2025 IEEE Kiel PowerTech, IEEE, 2025, pp. 1–6.'
conference:
  end_date: 2025-07-03
  location: Kiel, Germany
  name: 2025 IEEE Kiel PowerTech
  start_date: 2025-06-29
date_created: 2026-02-04T08:47:18Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/PowerTech59965.2025.11180740
language:
- iso: eng
page: 1-6
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2025 IEEE Kiel PowerTech
publication_identifier:
  eisbn:
  - 979-8-3315-4397-6
publication_status: published
publisher: IEEE
status: public
title: Autonomous AI for cellular energy systems increasing flexibilities provided
  by sector coupling and distributed storage
type: conference
user_id: '239179'
year: '2025'
...
---
_id: '6526'
author:
- first_name: Thomas
  full_name: Engelmann, Thomas
  id: '239179'
  last_name: Engelmann
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204646896
citation:
  alphadin: '<span style="font-variant:small-caps;">Engelmann, Thomas</span> ; <span
    style="font-variant:small-caps;">Quakernack, Lars</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: Data-driven Day-ahead Load Classification For Capacity Planning.
    In: <i>2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT
    Europe)</i> : IEEE, 2025, S. 1–5'
  ama: 'Engelmann T, Quakernack L, Haubrock J. Data-driven Day-ahead Load Classification
    For Capacity Planning. In: <i>2025 IEEE PES Innovative Smart Grid Technologies
    Conference Europe (ISGT Europe)</i>. IEEE; 2025:1-5. doi:<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305555">10.1109/ISGTEurope64741.2025.11305555</a>'
  apa: 'Engelmann, T., Quakernack, L., &#38; Haubrock, J. (2025). Data-driven Day-ahead
    Load Classification For Capacity Planning. In <i>2025 IEEE PES Innovative Smart
    Grid Technologies Conference Europe (ISGT Europe)</i> (pp. 1–5). Valletta, Malta:
    IEEE. <a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305555">https://doi.org/10.1109/ISGTEurope64741.2025.11305555</a>'
  bibtex: '@inproceedings{Engelmann_Quakernack_Haubrock_2025, title={Data-driven Day-ahead
    Load Classification For Capacity Planning}, DOI={<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305555">10.1109/ISGTEurope64741.2025.11305555</a>},
    booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)}, publisher={IEEE}, author={Engelmann, Thomas and Quakernack, Lars
    and Haubrock, Jens}, year={2025}, pages={1–5} }'
  chicago: Engelmann, Thomas, Lars Quakernack, and Jens Haubrock. “Data-Driven Day-Ahead
    Load Classification For Capacity Planning.” In <i>2025 IEEE PES Innovative Smart
    Grid Technologies Conference Europe (ISGT Europe)</i>, 1–5. IEEE, 2025. <a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305555">https://doi.org/10.1109/ISGTEurope64741.2025.11305555</a>.
  ieee: T. Engelmann, L. Quakernack, and J. Haubrock, “Data-driven Day-ahead Load
    Classification For Capacity Planning,” in <i>2025 IEEE PES Innovative Smart Grid
    Technologies Conference Europe (ISGT Europe)</i>, Valletta, Malta, 2025, pp. 1–5.
  mla: Engelmann, Thomas, et al. “Data-Driven Day-Ahead Load Classification For Capacity
    Planning.” <i>2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)</i>, IEEE, 2025, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305555">10.1109/ISGTEurope64741.2025.11305555</a>.
  short: 'T. Engelmann, L. Quakernack, J. Haubrock, in: 2025 IEEE PES Innovative Smart
    Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.'
conference:
  end_date: 2025-10-23
  location: Valletta, Malta
  name: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
  start_date: 2025-10-20
date_created: 2026-02-04T08:48:35Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/ISGTEurope64741.2025.11305555
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT
  Europe)
publication_identifier:
  eisbn:
  - 979-8-3315-2503-3
publication_status: published
publisher: IEEE
status: public
title: Data-driven Day-ahead Load Classification For Capacity Planning
type: conference
user_id: '239179'
year: '2025'
...
---
_id: '6527'
author:
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Thomas
  full_name: Engelmann, Thomas
  id: '239179'
  last_name: Engelmann
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204646938
citation:
  alphadin: '<span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span
    style="font-variant:small-caps;">Engelmann, Thomas</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: Forecast Errors and Their Impact in Managing Cellular Low-voltage
    Grids. In: <i>2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)</i> : IEEE, 2025, S. 1–5'
  ama: 'Quakernack L, Engelmann T, Haubrock J. Forecast Errors and Their Impact in
    Managing Cellular Low-voltage Grids. In: <i>2025 IEEE PES Innovative Smart Grid
    Technologies Conference Europe (ISGT Europe)</i>. IEEE; 2025:1-5. doi:<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305550">10.1109/ISGTEurope64741.2025.11305550</a>'
  apa: 'Quakernack, L., Engelmann, T., &#38; Haubrock, J. (2025). Forecast Errors
    and Their Impact in Managing Cellular Low-voltage Grids. In <i>2025 IEEE PES Innovative
    Smart Grid Technologies Conference Europe (ISGT Europe)</i> (pp. 1–5). Valletta,
    Malta: IEEE. <a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305550">https://doi.org/10.1109/ISGTEurope64741.2025.11305550</a>'
  bibtex: '@inproceedings{Quakernack_Engelmann_Haubrock_2025, title={Forecast Errors
    and Their Impact in Managing Cellular Low-voltage Grids}, DOI={<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305550">10.1109/ISGTEurope64741.2025.11305550</a>},
    booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)}, publisher={IEEE}, author={Quakernack, Lars and Engelmann, Thomas
    and Haubrock, Jens}, year={2025}, pages={1–5} }'
  chicago: Quakernack, Lars, Thomas Engelmann, and Jens Haubrock. “Forecast Errors
    and Their Impact in Managing Cellular Low-Voltage Grids.” In <i>2025 IEEE PES
    Innovative Smart Grid Technologies Conference Europe (ISGT Europe)</i>, 1–5. IEEE,
    2025. <a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305550">https://doi.org/10.1109/ISGTEurope64741.2025.11305550</a>.
  ieee: L. Quakernack, T. Engelmann, and J. Haubrock, “Forecast Errors and Their Impact
    in Managing Cellular Low-voltage Grids,” in <i>2025 IEEE PES Innovative Smart
    Grid Technologies Conference Europe (ISGT Europe)</i>, Valletta, Malta, 2025,
    pp. 1–5.
  mla: Quakernack, Lars, et al. “Forecast Errors and Their Impact in Managing Cellular
    Low-Voltage Grids.” <i>2025 IEEE PES Innovative Smart Grid Technologies Conference
    Europe (ISGT Europe)</i>, IEEE, 2025, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305550">10.1109/ISGTEurope64741.2025.11305550</a>.
  short: 'L. Quakernack, T. Engelmann, J. Haubrock, in: 2025 IEEE PES Innovative Smart
    Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.'
conference:
  end_date: 2025-10-23
  location: Valletta, Malta
  name: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
  start_date: 2025-10-20
date_created: 2026-02-04T08:49:19Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/ISGTEurope64741.2025.11305550
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT
  Europe)
publication_identifier:
  eisbn:
  - 979-8-3315-2503-3
publication_status: published
publisher: IEEE
status: public
title: Forecast Errors and Their Impact in Managing Cellular Low-voltage Grids
type: conference
user_id: '239179'
year: '2025'
...
---
_id: '6529'
author:
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Thomas
  full_name: Engelmann, Thomas
  id: '239179'
  last_name: Engelmann
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204653220
citation:
  alphadin: '<span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span
    style="font-variant:small-caps;">Engelmann, Thomas</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: Modeling distribution grids of the future: Importance of the scenario
    frameworks for the grid development plan in low voltage grids. In: <span style="font-variant:small-caps;">VDE</span>
    (Hrsg.):  : VDE Verlag, 2025'
  ama: 'Quakernack L, Engelmann T, Haubrock J. Modeling distribution grids of the
    future: Importance of the scenario frameworks for the grid development plan in
    low voltage grids. In: VDE, ed. VDE Verlag; 2025.'
  apa: 'Quakernack, L., Engelmann, T., &#38; Haubrock, J. (2025). Modeling distribution
    grids of the future: Importance of the scenario frameworks for the grid development
    plan in low voltage grids. In VDE (Ed.). Presented at the ETG Kongress 2025, Kassel:
    VDE Verlag.'
  bibtex: '@inproceedings{Quakernack_Engelmann_Haubrock_2025, title={Modeling distribution
    grids of the future: Importance of the scenario frameworks for the grid development
    plan in low voltage grids}, publisher={VDE Verlag}, author={Quakernack, Lars and
    Engelmann, Thomas and Haubrock, Jens}, editor={VDEEditor}, year={2025} }'
  chicago: 'Quakernack, Lars, Thomas Engelmann, and Jens Haubrock. “Modeling Distribution
    Grids of the Future: Importance of the Scenario Frameworks for the Grid Development
    Plan in Low Voltage Grids.” edited by VDE. VDE Verlag, 2025.'
  ieee: 'L. Quakernack, T. Engelmann, and J. Haubrock, “Modeling distribution grids
    of the future: Importance of the scenario frameworks for the grid development
    plan in low voltage grids,” presented at the ETG Kongress 2025, Kassel, 2025.'
  mla: 'Quakernack, Lars, et al. <i>Modeling Distribution Grids of the Future: Importance
    of the Scenario Frameworks for the Grid Development Plan in Low Voltage Grids</i>.
    Edited by VDE, VDE Verlag, 2025.'
  short: 'L. Quakernack, T. Engelmann, J. Haubrock, in: VDE (Ed.), VDE Verlag, 2025.'
conference:
  end_date: 2025-05-22
  location: Kassel
  name: ETG Kongress 2025
  start_date: 2025-05-21
corporate_editor:
- VDE
date_created: 2026-02-04T09:07:15Z
date_updated: 2026-03-17T15:29:31Z
language:
- iso: eng
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication_identifier:
  unknown:
  - 978-3-8007-6494-5
publication_status: published
publisher: VDE Verlag
quality_controlled: '1'
status: public
title: 'Modeling distribution grids of the future: Importance of the scenario frameworks
  for the grid development plan in low voltage grids'
type: conference
user_id: '239179'
year: '2025'
...
---
_id: '6532'
author:
- first_name: Wenyan
  full_name: Ye, Wenyan
  last_name: Ye
- first_name: Simon
  full_name: Heberer, Simon
  last_name: Heberer
- first_name: Ping
  full_name: Zhang, Ping
  last_name: Zhang
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204653216
- first_name: Michael
  full_name: Kelker, Michael
  last_name: Kelker
- first_name: Stephan
  full_name: Röhrenbeck, Stephan
  last_name: Röhrenbeck
- first_name: Marc
  full_name: Dünser, Marc
  last_name: Dünser
- first_name: Stefan
  full_name: Übermasser, Stefan
  last_name: Übermasser
- first_name: Thomas
  full_name: Reisinger, Thomas
  last_name: Reisinger
- first_name: Stefan
  full_name: Wilker, Stefan
  last_name: Wilker
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Ye,
    Wenyan</span> ; <span style="font-variant:small-caps;">Heberer, Simon</span> ;
    <span style="font-variant:small-caps;">Zhang, Ping</span> ; <span style="font-variant:small-caps;">Quakernack,
    Lars</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span> ; <span
    style="font-variant:small-caps;">Kelker, Michael</span> ; <span style="font-variant:small-caps;">Röhrenbeck,
    Stephan</span> ; <span style="font-variant:small-caps;">Dünser, Marc</span> ;
    u. a.</span>: Predictive Energy Management of Residential Microgrids with Power-To-X
    Options and Voltage Constraints. In: <i>2025 IEEE Kiel PowerTech</i> : IEEE, 2025,
    S. 1–6'
  ama: 'Ye W, Heberer S, Zhang P, et al. Predictive Energy Management of Residential
    Microgrids with Power-To-X Options and Voltage Constraints. In: <i>2025 IEEE Kiel
    PowerTech</i>. IEEE; 2025:1-6. doi:<a href="https://doi.org/10.1109/PowerTech59965.2025.11180211">10.1109/PowerTech59965.2025.11180211</a>'
  apa: 'Ye, W., Heberer, S., Zhang, P., Quakernack, L., Haubrock, J., Kelker, M.,
    … Wilker, S. (2025). Predictive Energy Management of Residential Microgrids with
    Power-To-X Options and Voltage Constraints. In <i>2025 IEEE Kiel PowerTech</i>
    (pp. 1–6). Kiel, Germany: IEEE. <a href="https://doi.org/10.1109/PowerTech59965.2025.11180211">https://doi.org/10.1109/PowerTech59965.2025.11180211</a>'
  bibtex: '@inproceedings{Ye_Heberer_Zhang_Quakernack_Haubrock_Kelker_Röhrenbeck_Dünser_Übermasser_Reisinger_et
    al._2025, title={Predictive Energy Management of Residential Microgrids with Power-To-X
    Options and Voltage Constraints}, DOI={<a href="https://doi.org/10.1109/PowerTech59965.2025.11180211">10.1109/PowerTech59965.2025.11180211</a>},
    booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Ye, Wenyan and
    Heberer, Simon and Zhang, Ping and Quakernack, Lars and Haubrock, Jens and Kelker,
    Michael and Röhrenbeck, Stephan and Dünser, Marc and Übermasser, Stefan and Reisinger,
    Thomas and et al.}, year={2025}, pages={1–6} }'
  chicago: Ye, Wenyan, Simon Heberer, Ping Zhang, Lars Quakernack, Jens Haubrock,
    Michael Kelker, Stephan Röhrenbeck, et al. “Predictive Energy Management of Residential
    Microgrids with Power-To-X Options and Voltage Constraints.” In <i>2025 IEEE Kiel
    PowerTech</i>, 1–6. IEEE, 2025. <a href="https://doi.org/10.1109/PowerTech59965.2025.11180211">https://doi.org/10.1109/PowerTech59965.2025.11180211</a>.
  ieee: W. Ye <i>et al.</i>, “Predictive Energy Management of Residential Microgrids
    with Power-To-X Options and Voltage Constraints,” in <i>2025 IEEE Kiel PowerTech</i>,
    Kiel, Germany, 2025, pp. 1–6.
  mla: Ye, Wenyan, et al. “Predictive Energy Management of Residential Microgrids
    with Power-To-X Options and Voltage Constraints.” <i>2025 IEEE Kiel PowerTech</i>,
    IEEE, 2025, pp. 1–6, doi:<a href="https://doi.org/10.1109/PowerTech59965.2025.11180211">10.1109/PowerTech59965.2025.11180211</a>.
  short: 'W. Ye, S. Heberer, P. Zhang, L. Quakernack, J. Haubrock, M. Kelker, S. Röhrenbeck,
    M. Dünser, S. Übermasser, T. Reisinger, S. Wilker, in: 2025 IEEE Kiel PowerTech,
    IEEE, 2025, pp. 1–6.'
conference:
  location: Kiel, Germany
  name: 2025 IEEE Kiel PowerTech
date_created: 2026-02-04T09:14:59Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/PowerTech59965.2025.11180211
language:
- iso: eng
page: 1-6
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2025 IEEE Kiel PowerTech
publication_identifier:
  eisbn:
  - 979-8-3315-4397-6
publication_status: published
publisher: IEEE
status: public
title: Predictive Energy Management of Residential Microgrids with Power-To-X Options
  and Voltage Constraints
type: conference
user_id: '263827'
year: '2025'
...
---
_id: '6534'
author:
- first_name: Katrin
  full_name: Handel, Katrin
  id: '235178'
  last_name: Handel
  orcid: 0009-0007-6146-6567
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Remy
  full_name: Rigo-Mariani, Remy
  last_name: Rigo-Mariani
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204653190
citation:
  alphadin: '<span style="font-variant:small-caps;">Handel, Katrin</span> ; <span
    style="font-variant:small-caps;">Schulte, Katrin</span> ; <span style="font-variant:small-caps;">Quakernack,
    Lars</span> ; <span style="font-variant:small-caps;">Rigo-Mariani, Remy</span>
    ; <span style="font-variant:small-caps;">Haubrock, Jens</span>: Impacts of Energy
    Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage
    Grids. In: <i>2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)</i> : IEEE, 2025, S. 1–5'
  ama: 'Handel K, Schulte K, Quakernack L, Rigo-Mariani R, Haubrock J. Impacts of
    Energy Tariff Structures in Home Battery Energy Storage System Controls on Low-Voltage
    Grids. In: <i>2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)</i>. IEEE; 2025:1-5. doi:<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305517">10.1109/ISGTEurope64741.2025.11305517</a>'
  apa: 'Handel, K., Schulte, K., Quakernack, L., Rigo-Mariani, R., &#38; Haubrock,
    J. (2025). Impacts of Energy Tariff Structures in Home Battery Energy Storage
    System Controls on Low-Voltage Grids. In <i>2025 IEEE PES Innovative Smart Grid
    Technologies Conference Europe (ISGT Europe)</i> (pp. 1–5). Valletta, Malta: IEEE.
    <a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305517">https://doi.org/10.1109/ISGTEurope64741.2025.11305517</a>'
  bibtex: '@inproceedings{Handel_Schulte_Quakernack_Rigo-Mariani_Haubrock_2025, title={Impacts
    of Energy Tariff Structures in Home Battery Energy Storage System Controls on
    Low-Voltage Grids}, DOI={<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305517">10.1109/ISGTEurope64741.2025.11305517</a>},
    booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)}, publisher={IEEE}, author={Handel, Katrin and Schulte, Katrin and
    Quakernack, Lars and Rigo-Mariani, Remy and Haubrock, Jens}, year={2025}, pages={1–5}
    }'
  chicago: Handel, Katrin, Katrin Schulte, Lars Quakernack, Remy Rigo-Mariani, and
    Jens Haubrock. “Impacts of Energy Tariff Structures in Home Battery Energy Storage
    System Controls on Low-Voltage Grids.” In <i>2025 IEEE PES Innovative Smart Grid
    Technologies Conference Europe (ISGT Europe)</i>, 1–5. IEEE, 2025. <a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305517">https://doi.org/10.1109/ISGTEurope64741.2025.11305517</a>.
  ieee: K. Handel, K. Schulte, L. Quakernack, R. Rigo-Mariani, and J. Haubrock, “Impacts
    of Energy Tariff Structures in Home Battery Energy Storage System Controls on
    Low-Voltage Grids,” in <i>2025 IEEE PES Innovative Smart Grid Technologies Conference
    Europe (ISGT Europe)</i>, Valletta, Malta, 2025, pp. 1–5.
  mla: Handel, Katrin, et al. “Impacts of Energy Tariff Structures in Home Battery
    Energy Storage System Controls on Low-Voltage Grids.” <i>2025 IEEE PES Innovative
    Smart Grid Technologies Conference Europe (ISGT Europe)</i>, IEEE, 2025, pp. 1–5,
    doi:<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305517">10.1109/ISGTEurope64741.2025.11305517</a>.
  short: 'K. Handel, K. Schulte, L. Quakernack, R. Rigo-Mariani, J. Haubrock, in:
    2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe),
    IEEE, 2025, pp. 1–5.'
conference:
  location: Valletta, Malta
  name: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
date_created: 2026-02-04T09:18:23Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/ISGTEurope64741.2025.11305517
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT
  Europe)
publication_identifier:
  eisbn:
  - 979-8-3315-2503-3
publication_status: published
publisher: IEEE
status: public
title: Impacts of Energy Tariff Structures in Home Battery Energy Storage System Controls
  on Low-Voltage Grids
type: conference
user_id: '263827'
year: '2025'
...
---
_id: '6535'
author:
- first_name: Melina
  full_name: Gurcke, Melina
  id: '228224'
  last_name: Gurcke
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204653184
citation:
  alphadin: '<span style="font-variant:small-caps;">Gurcke, Melina</span> ; <span
    style="font-variant:small-caps;">Quakernack, Lars</span> ; <span style="font-variant:small-caps;">Schulte,
    Katrin</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    Impact of Global Price Signals on Local Low-Voltage Grids. In: <i>2025 IEEE PES
    Innovative Smart Grid Technologies Conference Europe (ISGT Europe)</i> : IEEE,
    2025, S. 1–5'
  ama: 'Gurcke M, Quakernack L, Schulte K, Haubrock J. Impact of Global Price Signals
    on Local Low-Voltage Grids. In: <i>2025 IEEE PES Innovative Smart Grid Technologies
    Conference Europe (ISGT Europe)</i>. IEEE; 2025:1-5. doi:<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305633">10.1109/ISGTEurope64741.2025.11305633</a>'
  apa: 'Gurcke, M., Quakernack, L., Schulte, K., &#38; Haubrock, J. (2025). Impact
    of Global Price Signals on Local Low-Voltage Grids. In <i>2025 IEEE PES Innovative
    Smart Grid Technologies Conference Europe (ISGT Europe)</i> (pp. 1–5). Valletta,
    Malta: IEEE. <a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305633">https://doi.org/10.1109/ISGTEurope64741.2025.11305633</a>'
  bibtex: '@inproceedings{Gurcke_Quakernack_Schulte_Haubrock_2025, title={Impact of
    Global Price Signals on Local Low-Voltage Grids}, DOI={<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305633">10.1109/ISGTEurope64741.2025.11305633</a>},
    booktitle={2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)}, publisher={IEEE}, author={Gurcke, Melina and Quakernack, Lars
    and Schulte, Katrin and Haubrock, Jens}, year={2025}, pages={1–5} }'
  chicago: Gurcke, Melina, Lars Quakernack, Katrin Schulte, and Jens Haubrock. “Impact
    of Global Price Signals on Local Low-Voltage Grids.” In <i>2025 IEEE PES Innovative
    Smart Grid Technologies Conference Europe (ISGT Europe)</i>, 1–5. IEEE, 2025.
    <a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305633">https://doi.org/10.1109/ISGTEurope64741.2025.11305633</a>.
  ieee: M. Gurcke, L. Quakernack, K. Schulte, and J. Haubrock, “Impact of Global Price
    Signals on Local Low-Voltage Grids,” in <i>2025 IEEE PES Innovative Smart Grid
    Technologies Conference Europe (ISGT Europe)</i>, Valletta, Malta, 2025, pp. 1–5.
  mla: Gurcke, Melina, et al. “Impact of Global Price Signals on Local Low-Voltage
    Grids.” <i>2025 IEEE PES Innovative Smart Grid Technologies Conference Europe
    (ISGT Europe)</i>, IEEE, 2025, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEurope64741.2025.11305633">10.1109/ISGTEurope64741.2025.11305633</a>.
  short: 'M. Gurcke, L. Quakernack, K. Schulte, J. Haubrock, in: 2025 IEEE PES Innovative
    Smart Grid Technologies Conference Europe (ISGT Europe), IEEE, 2025, pp. 1–5.'
conference:
  end_date: 2025-10-23
  location: Valletta, Malta
  name: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
  start_date: 2025-10-20
date_created: 2026-02-04T09:19:36Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/ISGTEurope64741.2025.11305633
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT
  Europe)
publication_identifier:
  eisbn:
  - 979-8-3315-2503-3
publication_status: published
publisher: IEEE
status: public
title: Impact of Global Price Signals on Local Low-Voltage Grids
type: conference
user_id: '263827'
year: '2025'
...
---
_id: '6531'
author:
- first_name: Wenyan
  full_name: Ye, Wenyan
  last_name: Ye
- first_name: Hao-Hsuan
  full_name: Chang, Hao-Hsuan
  last_name: Chang
- first_name: Ping
  full_name: Zhang, Ping
  last_name: Zhang
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Michael
  full_name: Kelker, Michael
  last_name: Kelker
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204653207
citation:
  alphadin: '<span style="font-variant:small-caps;">Ye, Wenyan</span> ; <span style="font-variant:small-caps;">Chang,
    Hao-Hsuan</span> ; <span style="font-variant:small-caps;">Zhang, Ping</span> ;
    <span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span style="font-variant:small-caps;">Kelker,
    Michael</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential
    Microgrids. In: <i>2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT
    EUROPE)</i> : IEEE, 2024, S. 1–5'
  ama: 'Ye W, Chang H-H, Zhang P, Quakernack L, Kelker M, Haubrock J. Comparison of
    Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids.
    In: <i>2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>.
    IEEE; 2024:1-5. doi:<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863063">10.1109/ISGTEUROPE62998.2024.10863063</a>'
  apa: 'Ye, W., Chang, H.-H., Zhang, P., Quakernack, L., Kelker, M., &#38; Haubrock,
    J. (2024). Comparison of Hierarchical MPC-Based Energy Management Strategies for
    Residential Microgrids. In <i>2024 IEEE PES Innovative Smart Grid Technologies
    Europe (ISGT EUROPE)</i> (pp. 1–5). Dubrovnik, Croatia: IEEE. <a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863063">https://doi.org/10.1109/ISGTEUROPE62998.2024.10863063</a>'
  bibtex: '@inproceedings{Ye_Chang_Zhang_Quakernack_Kelker_Haubrock_2024, title={Comparison
    of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids},
    DOI={<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863063">10.1109/ISGTEUROPE62998.2024.10863063</a>},
    booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Ye, Wenyan and Chang, Hao-Hsuan and Zhang, Ping and
    Quakernack, Lars and Kelker, Michael and Haubrock, Jens}, year={2024}, pages={1–5}
    }'
  chicago: Ye, Wenyan, Hao-Hsuan Chang, Ping Zhang, Lars Quakernack, Michael Kelker,
    and Jens Haubrock. “Comparison of Hierarchical MPC-Based Energy Management Strategies
    for Residential Microgrids.” In <i>2024 IEEE PES Innovative Smart Grid Technologies
    Europe (ISGT EUROPE)</i>, 1–5. IEEE, 2024. <a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863063">https://doi.org/10.1109/ISGTEUROPE62998.2024.10863063</a>.
  ieee: W. Ye, H.-H. Chang, P. Zhang, L. Quakernack, M. Kelker, and J. Haubrock, “Comparison
    of Hierarchical MPC-Based Energy Management Strategies for Residential Microgrids,”
    in <i>2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>,
    Dubrovnik, Croatia, 2024, pp. 1–5.
  mla: Ye, Wenyan, et al. “Comparison of Hierarchical MPC-Based Energy Management
    Strategies for Residential Microgrids.” <i>2024 IEEE PES Innovative Smart Grid
    Technologies Europe (ISGT EUROPE)</i>, IEEE, 2024, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863063">10.1109/ISGTEUROPE62998.2024.10863063</a>.
  short: 'W. Ye, H.-H. Chang, P. Zhang, L. Quakernack, M. Kelker, J. Haubrock, in:
    2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024,
    pp. 1–5.'
conference:
  location: Dubrovnik, Croatia
  name: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
date_created: 2026-02-04T09:11:58Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/ISGTEUROPE62998.2024.10863063
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
publication_identifier:
  eisbn:
  - 979-8-3503-9042-1
publication_status: published
publisher: IEEE
status: public
title: Comparison of Hierarchical MPC-Based Energy Management Strategies for Residential
  Microgrids
type: conference
user_id: '263827'
year: '2024'
...
---
_id: '6533'
author:
- first_name: Valerie
  full_name: Vaquet, Valerie
  last_name: Vaquet
- first_name: Fabian
  full_name: Hinder, Fabian
  last_name: Hinder
- first_name: Jonas
  full_name: Vaquet, Jonas
  last_name: Vaquet
- first_name: Kathrin
  full_name: Lammers, Kathrin
  last_name: Lammers
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
citation:
  alphadin: '<span style="font-variant:small-caps;">Vaquet, Valerie</span> ; <span
    style="font-variant:small-caps;">Hinder, Fabian</span> ; <span style="font-variant:small-caps;">Vaquet,
    Jonas</span> ; <span style="font-variant:small-caps;">Lammers, Kathrin</span>
    ; <span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span style="font-variant:small-caps;">Hammer,
    Barbara</span>: Localizing of Anomalies in Critical Infrastructure using Model-Based
    Drift Explanations. In: <i>2024 International Joint Conference on Neural Networks
    (IJCNN)</i> : IEEE, 2024, S. 1–8'
  ama: 'Vaquet V, Hinder F, Vaquet J, Lammers K, Quakernack L, Hammer B. Localizing
    of Anomalies in Critical Infrastructure using Model-Based Drift Explanations.
    In: <i>2024 International Joint Conference on Neural Networks (IJCNN)</i>. IEEE;
    2024:1-8. doi:<a href="https://doi.org/10.1109/IJCNN60899.2024.10651472">10.1109/IJCNN60899.2024.10651472</a>'
  apa: 'Vaquet, V., Hinder, F., Vaquet, J., Lammers, K., Quakernack, L., &#38; Hammer,
    B. (2024). Localizing of Anomalies in Critical Infrastructure using Model-Based
    Drift Explanations. In <i>2024 International Joint Conference on Neural Networks
    (IJCNN)</i> (pp. 1–8). Yokohama, Japan: IEEE. <a href="https://doi.org/10.1109/IJCNN60899.2024.10651472">https://doi.org/10.1109/IJCNN60899.2024.10651472</a>'
  bibtex: '@inproceedings{Vaquet_Hinder_Vaquet_Lammers_Quakernack_Hammer_2024, title={Localizing
    of Anomalies in Critical Infrastructure using Model-Based Drift Explanations},
    DOI={<a href="https://doi.org/10.1109/IJCNN60899.2024.10651472">10.1109/IJCNN60899.2024.10651472</a>},
    booktitle={2024 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE},
    author={Vaquet, Valerie and Hinder, Fabian and Vaquet, Jonas and Lammers, Kathrin
    and Quakernack, Lars and Hammer, Barbara}, year={2024}, pages={1–8} }'
  chicago: Vaquet, Valerie, Fabian Hinder, Jonas Vaquet, Kathrin Lammers, Lars Quakernack,
    and Barbara Hammer. “Localizing of Anomalies in Critical Infrastructure Using
    Model-Based Drift Explanations.” In <i>2024 International Joint Conference on
    Neural Networks (IJCNN)</i>, 1–8. IEEE, 2024. <a href="https://doi.org/10.1109/IJCNN60899.2024.10651472">https://doi.org/10.1109/IJCNN60899.2024.10651472</a>.
  ieee: V. Vaquet, F. Hinder, J. Vaquet, K. Lammers, L. Quakernack, and B. Hammer,
    “Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations,”
    in <i>2024 International Joint Conference on Neural Networks (IJCNN)</i>, Yokohama,
    Japan, 2024, pp. 1–8.
  mla: Vaquet, Valerie, et al. “Localizing of Anomalies in Critical Infrastructure
    Using Model-Based Drift Explanations.” <i>2024 International Joint Conference
    on Neural Networks (IJCNN)</i>, IEEE, 2024, pp. 1–8, doi:<a href="https://doi.org/10.1109/IJCNN60899.2024.10651472">10.1109/IJCNN60899.2024.10651472</a>.
  short: 'V. Vaquet, F. Hinder, J. Vaquet, K. Lammers, L. Quakernack, B. Hammer, in:
    2024 International Joint Conference on Neural Networks (IJCNN), IEEE, 2024, pp.
    1–8.'
conference:
  end_date: 2025-07-05
  location: Yokohama, Japan
  name: 2024 International Joint Conference on Neural Networks (IJCNN)
  start_date: 2025-06-30
date_created: 2026-02-04T09:16:59Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/IJCNN60899.2024.10651472
language:
- iso: eng
page: 1-8
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2024 International Joint Conference on Neural Networks (IJCNN)
publication_identifier:
  eisbn:
  - 979-8-3503-5931-2
publication_status: published
publisher: IEEE
status: public
title: Localizing of Anomalies in Critical Infrastructure using Model-Based Drift
  Explanations
type: conference
user_id: '263827'
year: '2024'
...
---
_id: '6536'
author:
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204653178
- first_name: Michael
  full_name: Kelker, Michael
  id: '208838'
  last_name: Kelker
- first_name: Thomas
  full_name: Reisinger, Thomas
  last_name: Reisinger
- first_name: Stefan
  full_name: Wilker, Stefan
  last_name: Wilker
- first_name: Wenyan
  full_name: Ye, Wenyan
  last_name: Ye
- first_name: Ping
  full_name: Zhang, Ping
  last_name: Zhang
- first_name: Stephan
  full_name: Röhrenbeck, Stephan
  last_name: Röhrenbeck
- first_name: 'Stefan '
  full_name: 'Übermasser, Stefan '
  last_name: Übermasser
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Quakernack,
    Lars</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span> ; <span
    style="font-variant:small-caps;">Kelker, Michael</span> ; <span style="font-variant:small-caps;">Reisinger,
    Thomas</span> ; <span style="font-variant:small-caps;">Wilker, Stefan</span> ;
    <span style="font-variant:small-caps;">Ye, Wenyan</span> ; <span style="font-variant:small-caps;">Zhang,
    Ping</span> ; <span style="font-variant:small-caps;">Röhrenbeck, Stephan</span>
    ; u. a.</span>: Autonome KI für Zellulare Energiesysteme mit zunehmender Flexibilität
    durch Sektorenkopplung und verteilte Speicher. In: <span style="font-variant:small-caps;">TU
    Graz</span> (Hrsg.): . Graz, 2024'
  ama: 'Quakernack L, Haubrock J, Kelker M, et al. Autonome KI für Zellulare Energiesysteme
    mit zunehmender Flexibilität durch Sektorenkopplung und verteilte Speicher. In:
    TU Graz, ed. Graz; 2024.'
  apa: Quakernack, L., Haubrock, J., Kelker, M., Reisinger, T., Wilker, S., Ye, W.,
    … Übermasser, S. (2024). Autonome KI für Zellulare Energiesysteme mit zunehmender
    Flexibilität durch Sektorenkopplung und verteilte Speicher. In TU Graz (Ed.).
    Presented at the 18. Symposium Energieinnovation, EnInnov, Graz.
  bibtex: '@inproceedings{Quakernack_Haubrock_Kelker_Reisinger_Wilker_Ye_Zhang_Röhrenbeck_Übermasser_2024,
    place={Graz}, title={Autonome KI für Zellulare Energiesysteme mit zunehmender
    Flexibilität durch Sektorenkopplung und verteilte Speicher}, author={Quakernack,
    Lars and Haubrock, Jens and Kelker, Michael and Reisinger, Thomas and Wilker,
    Stefan and Ye, Wenyan and Zhang, Ping and Röhrenbeck, Stephan and Übermasser,
    Stefan }, editor={TU GrazEditor}, year={2024} }'
  chicago: Quakernack, Lars, Jens Haubrock, Michael Kelker, Thomas Reisinger, Stefan
    Wilker, Wenyan Ye, Ping Zhang, Stephan Röhrenbeck, and Stefan  Übermasser. “Autonome
    KI für Zellulare Energiesysteme mit zunehmender Flexibilität durch Sektorenkopplung
    und verteilte Speicher.” edited by TU Graz. Graz, 2024.
  ieee: L. Quakernack <i>et al.</i>, “Autonome KI für Zellulare Energiesysteme mit
    zunehmender Flexibilität durch Sektorenkopplung und verteilte Speicher,” presented
    at the 18. Symposium Energieinnovation, EnInnov, Graz, 2024.
  mla: Quakernack, Lars, et al. <i>Autonome KI für Zellulare Energiesysteme mit zunehmender
    Flexibilität durch Sektorenkopplung und verteilte Speicher</i>. Edited by TU Graz,
    2024.
  short: 'L. Quakernack, J. Haubrock, M. Kelker, T. Reisinger, S. Wilker, W. Ye, P.
    Zhang, S. Röhrenbeck, S. Übermasser, in: TU Graz (Ed.), Graz, 2024.'
conference:
  location: Graz
  name: 18. Symposium Energieinnovation, EnInnov
corporate_editor:
- TU Graz
date_created: 2026-02-04T09:25:22Z
date_updated: 2026-03-17T15:29:31Z
language:
- iso: ger
place: Graz
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication_status: published
status: public
title: Autonome KI für Zellulare Energiesysteme mit zunehmender Flexibilität durch
  Sektorenkopplung und verteilte Speicher
type: conference
user_id: '263827'
year: '2024'
...
---
_id: '6537'
author:
- first_name: Stefan
  full_name: Wilker, Stefan
  last_name: Wilker
- first_name: Paul
  full_name: Bauer, Paul
  last_name: Bauer
- first_name: Thomas
  full_name: Reisinger, Thomas
  last_name: Reisinger
- first_name: Thomas
  full_name: Leopold, Thomas
  last_name: Leopold
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204653177
citation:
  alphadin: '<span style="font-variant:small-caps;">Wilker, Stefan</span> ; <span
    style="font-variant:small-caps;">Bauer, Paul</span> ; <span style="font-variant:small-caps;">Reisinger,
    Thomas</span> ; <span style="font-variant:small-caps;">Leopold, Thomas</span>
    ; <span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: Development of AI agents for cellular energy systems to increase
    flexibilities provided by sector coupling and distributed storage. In: , 2024'
  ama: 'Wilker S, Bauer P, Reisinger T, Leopold T, Quakernack L, Haubrock J. Development
    of AI agents for cellular energy systems to increase flexibilities provided by
    sector coupling and distributed storage. In: ; 2024.'
  apa: Wilker, S., Bauer, P., Reisinger, T., Leopold, T., Quakernack, L., &#38; Haubrock,
    J. (2024). Development of AI agents for cellular energy systems to increase flexibilities
    provided by sector coupling and distributed storage. Presented at the 13. Symposium
    Communications for Energy Systems (ComForEn 2024) , Wien.
  bibtex: '@inproceedings{Wilker_Bauer_Reisinger_Leopold_Quakernack_Haubrock_2024,
    title={Development of AI agents for cellular energy systems to increase flexibilities
    provided by sector coupling and distributed storage}, author={Wilker, Stefan and
    Bauer, Paul and Reisinger, Thomas and Leopold, Thomas and Quakernack, Lars and
    Haubrock, Jens}, year={2024} }'
  chicago: Wilker, Stefan, Paul Bauer, Thomas Reisinger, Thomas Leopold, Lars Quakernack,
    and Jens Haubrock. “Development of AI Agents for Cellular Energy Systems to Increase
    Flexibilities Provided by Sector Coupling and Distributed Storage,” 2024.
  ieee: S. Wilker, P. Bauer, T. Reisinger, T. Leopold, L. Quakernack, and J. Haubrock,
    “Development of AI agents for cellular energy systems to increase flexibilities
    provided by sector coupling and distributed storage,” presented at the 13. Symposium
    Communications for Energy Systems (ComForEn 2024) , Wien, 2024.
  mla: Wilker, Stefan, et al. <i>Development of AI Agents for Cellular Energy Systems
    to Increase Flexibilities Provided by Sector Coupling and Distributed Storage</i>.
    2024.
  short: 'S. Wilker, P. Bauer, T. Reisinger, T. Leopold, L. Quakernack, J. Haubrock,
    in: 2024.'
conference:
  location: Wien
  name: '13. Symposium Communications for Energy Systems (ComForEn 2024) '
date_created: 2026-02-04T09:29:54Z
date_updated: 2026-03-17T15:29:31Z
language:
- iso: eng
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
status: public
title: Development of AI agents for cellular energy systems to increase flexibilities
  provided by sector coupling and distributed storage
type: conference
user_id: '263827'
year: '2024'
...
---
_id: '5761'
author:
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Melina
  full_name: Gurcke, Melina
  id: '228224'
  last_name: Gurcke
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
citation:
  alphadin: '<span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span
    style="font-variant:small-caps;">Gurcke, Melina</span> ; <span style="font-variant:small-caps;">Schulte,
    Katrin</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy
    Logic. In: <span style="font-variant:small-caps;">IEEE</span> (Hrsg.): <i>2024
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i> : IEEE, 2024,
    S. 1–5'
  ama: 'Quakernack L, Gurcke M, Schulte K, Haubrock J. Grid-Oriented Control of Vehicle
    Batteries in a Cellular Grid Setup Based on Fuzzy Logic. In: IEEE, ed. <i>2024
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>. IEEE; 2024:1-5.
    doi:<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863623">10.1109/ISGTEUROPE62998.2024.10863623</a>'
  apa: 'Quakernack, L., Gurcke, M., Schulte, K., &#38; Haubrock, J. (2024). Grid-Oriented
    Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic. In
    IEEE (Ed.), <i>2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>
    (pp. 1–5). Dubrovnik, Croatia: IEEE. <a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863623">https://doi.org/10.1109/ISGTEUROPE62998.2024.10863623</a>'
  bibtex: '@inproceedings{Quakernack_Gurcke_Schulte_Haubrock_2024, title={Grid-Oriented
    Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic}, DOI={<a
    href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863623">10.1109/ISGTEUROPE62998.2024.10863623</a>},
    booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Quakernack, Lars and Gurcke, Melina and Schulte, Katrin
    and Haubrock, Jens}, editor={IEEEEditor}, year={2024}, pages={1–5} }'
  chicago: Quakernack, Lars, Melina Gurcke, Katrin Schulte, and Jens Haubrock. “Grid-Oriented
    Control of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic.” In
    <i>2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>,
    edited by IEEE, 1–5. IEEE, 2024. <a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863623">https://doi.org/10.1109/ISGTEUROPE62998.2024.10863623</a>.
  ieee: L. Quakernack, M. Gurcke, K. Schulte, and J. Haubrock, “Grid-Oriented Control
    of Vehicle Batteries in a Cellular Grid Setup Based on Fuzzy Logic,” in <i>2024
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>, Dubrovnik,
    Croatia, 2024, pp. 1–5.
  mla: Quakernack, Lars, et al. “Grid-Oriented Control of Vehicle Batteries in a Cellular
    Grid Setup Based on Fuzzy Logic.” <i>2024 IEEE PES Innovative Smart Grid Technologies
    Europe (ISGT EUROPE)</i>, edited by IEEE, IEEE, 2024, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863623">10.1109/ISGTEUROPE62998.2024.10863623</a>.
  short: 'L. Quakernack, M. Gurcke, K. Schulte, J. Haubrock, in: IEEE (Ed.), 2024
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024,
    pp. 1–5.'
conference:
  end_date: 2024-10-17
  location: Dubrovnik, Croatia
  name: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
  start_date: 2024-10-14
corporate_editor:
- IEEE
date_created: 2025-02-25T06:45:48Z
date_updated: 2026-03-17T15:29:22Z
department:
- _id: '103'
doi: 10.1109/ISGTEUROPE62998.2024.10863623
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
publication_identifier:
  eisbn:
  - 979-8-3503-9042-1
publication_status: published
publisher: IEEE
status: public
title: Grid-Oriented Control of Vehicle Batteries in a Cellular Grid Setup Based on
  Fuzzy Logic
type: conference
user_id: '220548'
year: '2024'
...
---
_id: '5720'
author:
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Thomas
  full_name: Engelmann, Thomas
  id: '239179'
  last_name: Engelmann
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
- first_name: Valerie
  full_name: Vaquet, Valerie
  last_name: Vaquet
citation:
  alphadin: '<span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span
    style="font-variant:small-caps;">Engelmann, Thomas</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span> ; <span style="font-variant:small-caps;">Vaquet, Valerie</span>: LSTM
    Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data. In:
    <span style="font-variant:small-caps;">IEEE</span> (Hrsg.): <i>2024 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT EUROPE)</i> : IEEE, 2024, S. 1–5'
  ama: 'Quakernack L, Engelmann T, Haubrock J, Vaquet V. LSTM Autoencoder Model to
    Identify Electric Vehicles in Grouped Smart Meter Data. In: IEEE, ed. <i>2024
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>. IEEE; 2024:1-5.
    doi:<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863725">10.1109/ISGTEUROPE62998.2024.10863725</a>'
  apa: 'Quakernack, L., Engelmann, T., Haubrock, J., &#38; Vaquet, V. (2024). LSTM
    Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data. In
    IEEE (Ed.), <i>2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>
    (pp. 1–5). Dubrovnik, Croatia: IEEE. <a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863725">https://doi.org/10.1109/ISGTEUROPE62998.2024.10863725</a>'
  bibtex: '@inproceedings{Quakernack_Engelmann_Haubrock_Vaquet_2024, title={LSTM Autoencoder
    Model to Identify Electric Vehicles in Grouped Smart Meter Data}, DOI={<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863725">10.1109/ISGTEUROPE62998.2024.10863725</a>},
    booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Quakernack, Lars and Engelmann, Thomas and Haubrock,
    Jens and Vaquet, Valerie}, editor={IEEEEditor}, year={2024}, pages={1–5} }'
  chicago: Quakernack, Lars, Thomas Engelmann, Jens Haubrock, and Valerie Vaquet.
    “LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter Data.”
    In <i>2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>,
    edited by IEEE, 1–5. IEEE, 2024. <a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863725">https://doi.org/10.1109/ISGTEUROPE62998.2024.10863725</a>.
  ieee: L. Quakernack, T. Engelmann, J. Haubrock, and V. Vaquet, “LSTM Autoencoder
    Model to Identify Electric Vehicles in Grouped Smart Meter Data,” in <i>2024 IEEE
    PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>, Dubrovnik, Croatia,
    2024, pp. 1–5.
  mla: Quakernack, Lars, et al. “LSTM Autoencoder Model to Identify Electric Vehicles
    in Grouped Smart Meter Data.” <i>2024 IEEE PES Innovative Smart Grid Technologies
    Europe (ISGT EUROPE)</i>, edited by IEEE, IEEE, 2024, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863725">10.1109/ISGTEUROPE62998.2024.10863725</a>.
  short: 'L. Quakernack, T. Engelmann, J. Haubrock, V. Vaquet, in: IEEE (Ed.), 2024
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2024,
    pp. 1–5.'
conference:
  end_date: 2024-10-17
  location: Dubrovnik, Croatia
  name: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
  start_date: 2024-10-14
corporate_editor:
- IEEE
date_created: 2025-02-21T12:28:31Z
date_updated: 2026-03-17T15:29:21Z
department:
- _id: '103'
doi: 10.1109/ISGTEUROPE62998.2024.10863725
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
publication_identifier:
  eisbn:
  - 979-8-3503-9042-1
publication_status: published
publisher: IEEE
status: public
title: LSTM Autoencoder Model to Identify Electric Vehicles in Grouped Smart Meter
  Data
type: conference
urn: urn:nbn:de:hbz:bi10-57201
user_id: '239179'
year: '2024'
...
---
_id: '5557'
author:
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Lars
  full_name: Engel, Lars
  last_name: Engel
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Fynn
  full_name: Liegmann, Fynn
  id: '231492'
  last_name: Liegmann
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
citation:
  alphadin: '<span style="font-variant:small-caps;">Schulte, Katrin</span> ; <span
    style="font-variant:small-caps;">Engel, Lars</span> ; <span style="font-variant:small-caps;">Quakernack,
    Lars</span> ; <span style="font-variant:small-caps;">Liegmann, Fynn</span> ; <span
    style="font-variant:small-caps;">Haubrock, Jens</span>: A comparison of machine
    learning algorithms for the optimization of a day-ahead photovoltaic power forecast.
    In: <span style="font-variant:small-caps;">Holjevac, N.</span> ; <span style="font-variant:small-caps;">Baškarad,
    T.</span> ; <span style="font-variant:small-caps;">Zidar, M.</span> ; <span style="font-variant:small-caps;">Kuzle,
    I.</span> (Hrsg.): <i>IEEE PES ISGT  Europe 2024 Conference book</i>, 2024'
  ama: 'Schulte K, Engel L, Quakernack L, Liegmann F, Haubrock J. A comparison of
    machine learning algorithms for the optimization of a day-ahead photovoltaic power
    forecast. In: Holjevac N, Baškarad T, Zidar M, Kuzle I, eds. <i>IEEE PES ISGT 
    Europe 2024 Conference Book</i>. ; 2024.'
  apa: Schulte, K., Engel, L., Quakernack, L., Liegmann, F., &#38; Haubrock, J. (2024).
    A comparison of machine learning algorithms for the optimization of a day-ahead
    photovoltaic power forecast. In N. Holjevac, T. Baškarad, M. Zidar, &#38; I. Kuzle
    (Eds.), <i>IEEE PES ISGT  Europe 2024 Conference book</i>. Dubrovnik, Croatia.
  bibtex: '@inproceedings{Schulte_Engel_Quakernack_Liegmann_Haubrock_2024, title={A
    comparison of machine learning algorithms for the optimization of a day-ahead
    photovoltaic power forecast}, booktitle={IEEE PES ISGT  Europe 2024 Conference
    book}, author={Schulte, Katrin and Engel, Lars and Quakernack, Lars and Liegmann,
    Fynn and Haubrock, Jens}, editor={Holjevac, Ninoslav and Baškarad, Tomislav  and
    Zidar, Matija  and Kuzle, Igor Editors}, year={2024} }'
  chicago: Schulte, Katrin, Lars Engel, Lars Quakernack, Fynn Liegmann, and Jens Haubrock.
    “A Comparison of Machine Learning Algorithms for the Optimization of a Day-Ahead
    Photovoltaic Power Forecast.” In <i>IEEE PES ISGT  Europe 2024 Conference Book</i>,
    edited by Ninoslav Holjevac, Tomislav  Baškarad, Matija  Zidar, and Igor  Kuzle,
    2024.
  ieee: K. Schulte, L. Engel, L. Quakernack, F. Liegmann, and J. Haubrock, “A comparison
    of machine learning algorithms for the optimization of a day-ahead photovoltaic
    power forecast,” in <i>IEEE PES ISGT  Europe 2024 Conference book</i>, Dubrovnik,
    Croatia, 2024.
  mla: Schulte, Katrin, et al. “A Comparison of Machine Learning Algorithms for the
    Optimization of a Day-Ahead Photovoltaic Power Forecast.” <i>IEEE PES ISGT  Europe
    2024 Conference Book</i>, edited by Ninoslav Holjevac et al., 2024.
  short: 'K. Schulte, L. Engel, L. Quakernack, F. Liegmann, J. Haubrock, in: N. Holjevac,
    T. Baškarad, M. Zidar, I. Kuzle (Eds.), IEEE PES ISGT  Europe 2024 Conference
    Book, 2024.'
conference:
  end_date: 2024-10-17
  location: Dubrovnik, Croatia
  name: 2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
  start_date: 2024-10-14
date_created: 2025-02-07T12:55:58Z
date_updated: 2026-03-17T15:29:19Z
editor:
- first_name: Ninoslav
  full_name: Holjevac, Ninoslav
  last_name: Holjevac
- first_name: 'Tomislav '
  full_name: 'Baškarad, Tomislav '
  last_name: Baškarad
- first_name: 'Matija '
  full_name: 'Zidar, Matija '
  last_name: Zidar
- first_name: 'Igor '
  full_name: 'Kuzle, Igor '
  last_name: Kuzle
language:
- iso: eng
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: IEEE PES ISGT  Europe 2024 Conference book
publication_identifier:
  isbn:
  - 978-953-184-297-6
status: public
title: A comparison of machine learning algorithms for the optimization of a day-ahead
  photovoltaic power forecast
type: conference
user_id: '220548'
year: '2024'
...
---
_id: '6530'
author:
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Valerie
  full_name: Vaquet, Valerie
  last_name: Vaquet
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204653221
citation:
  alphadin: '<span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span
    style="font-variant:small-caps;">Vaquet, Valerie</span> ; <span style="font-variant:small-caps;">Hammer,
    Barbara</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    A Sensor Fault Detection and Imputation Framework for Electrical Distribution
    Grids. In: <i>2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i> :
    IEEE, 2023, S. 1–5'
  ama: 'Quakernack L, Vaquet V, Hammer B, Haubrock J. A Sensor Fault Detection and
    Imputation Framework for Electrical Distribution Grids. In: <i>2023 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT EUROPE)</i>. IEEE; 2023:1-5. doi:<a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407843">10.1109/ISGTEUROPE56780.2023.10407843</a>'
  apa: 'Quakernack, L., Vaquet, V., Hammer, B., &#38; Haubrock, J. (2023). A Sensor
    Fault Detection and Imputation Framework for Electrical Distribution Grids. In
    <i>2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i> (pp.
    1–5). Grenoble, France: IEEE. <a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407843">https://doi.org/10.1109/ISGTEUROPE56780.2023.10407843</a>'
  bibtex: '@inproceedings{Quakernack_Vaquet_Hammer_Haubrock_2023, title={A Sensor
    Fault Detection and Imputation Framework for Electrical Distribution Grids}, DOI={<a
    href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407843">10.1109/ISGTEUROPE56780.2023.10407843</a>},
    booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Quakernack, Lars and Vaquet, Valerie and Hammer, Barbara
    and Haubrock, Jens}, year={2023}, pages={1–5} }'
  chicago: Quakernack, Lars, Valerie Vaquet, Barbara Hammer, and Jens Haubrock. “A
    Sensor Fault Detection and Imputation Framework for Electrical Distribution Grids.”
    In <i>2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>,
    1–5. IEEE, 2023. <a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407843">https://doi.org/10.1109/ISGTEUROPE56780.2023.10407843</a>.
  ieee: L. Quakernack, V. Vaquet, B. Hammer, and J. Haubrock, “A Sensor Fault Detection
    and Imputation Framework for Electrical Distribution Grids,” in <i>2023 IEEE PES
    Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>, Grenoble, France,
    2023, pp. 1–5.
  mla: Quakernack, Lars, et al. “A Sensor Fault Detection and Imputation Framework
    for Electrical Distribution Grids.” <i>2023 IEEE PES Innovative Smart Grid Technologies
    Europe (ISGT EUROPE)</i>, IEEE, 2023, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407843">10.1109/ISGTEUROPE56780.2023.10407843</a>.
  short: 'L. Quakernack, V. Vaquet, B. Hammer, J. Haubrock, in: 2023 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.'
conference:
  location: Grenoble, France
  name: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
date_created: 2026-02-04T09:09:46Z
date_updated: 2026-03-17T15:29:31Z
doi: 10.1109/ISGTEUROPE56780.2023.10407843
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
publication_identifier:
  eisbn:
  - 979-8-3503-9678-2
publication_status: published
publisher: IEEE
status: public
title: A Sensor Fault Detection and Imputation Framework for Electrical Distribution
  Grids
type: conference
user_id: '263827'
year: '2023'
...
---
_id: '5723'
author:
- first_name: Thomas
  full_name: Engelmann, Thomas
  id: '239179'
  last_name: Engelmann
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0000-0918-8028/work/204908136
citation:
  alphadin: '<span style="font-variant:small-caps;">Engelmann, Thomas</span> ; <span
    style="font-variant:small-caps;">Quakernack, Lars</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: Q-learning based control algorithm with dynamic combination of peak
    shaving and self-consumption optimization for industrial battery storage systems.
    In: <span style="font-variant:small-caps;">IEEE</span> (Hrsg.): <i>PESS 2023;
    Power and Energy Student Summit</i>, 2023'
  ama: 'Engelmann T, Quakernack L, Haubrock J. Q-learning based control algorithm
    with dynamic combination of peak shaving and self-consumption optimization for
    industrial battery storage systems. In: IEEE, ed. <i>PESS 2023; Power and Energy
    Student Summit</i>. ; 2023.'
  apa: Engelmann, T., Quakernack, L., &#38; Haubrock, J. (2023). Q-learning based
    control algorithm with dynamic combination of peak shaving and self-consumption
    optimization for industrial battery storage systems. In IEEE (Ed.), <i>PESS 2023;
    Power and Energy Student Summit</i>. Bielefeld.
  bibtex: '@inproceedings{Engelmann_Quakernack_Haubrock_2023, title={Q-learning based
    control algorithm with dynamic combination of peak shaving and self-consumption
    optimization for industrial battery storage systems}, booktitle={PESS 2023; Power
    and Energy Student Summit}, author={Engelmann, Thomas and Quakernack, Lars and
    Haubrock, Jens}, editor={IEEEEditor}, year={2023} }'
  chicago: Engelmann, Thomas, Lars Quakernack, and Jens Haubrock. “Q-Learning Based
    Control Algorithm with Dynamic Combination of Peak Shaving and Self-Consumption
    Optimization for Industrial Battery Storage Systems.” In <i>PESS 2023; Power and
    Energy Student Summit</i>, edited by IEEE, 2023.
  ieee: T. Engelmann, L. Quakernack, and J. Haubrock, “Q-learning based control algorithm
    with dynamic combination of peak shaving and self-consumption optimization for
    industrial battery storage systems,” in <i>PESS 2023; Power and Energy Student
    Summit</i>, Bielefeld, 2023.
  mla: Engelmann, Thomas, et al. “Q-Learning Based Control Algorithm with Dynamic
    Combination of Peak Shaving and Self-Consumption Optimization for Industrial Battery
    Storage Systems.” <i>PESS 2023; Power and Energy Student Summit</i>, edited by
    IEEE, 2023.
  short: 'T. Engelmann, L. Quakernack, J. Haubrock, in: IEEE (Ed.), PESS 2023; Power
    and Energy Student Summit, 2023.'
conference:
  end_date: 2023-11-17
  location: Bielefeld
  name: PESS 2023
  start_date: 2023-11-15
corporate_editor:
- IEEE
date_created: 2025-02-21T12:41:20Z
date_updated: 2026-03-17T15:29:21Z
department:
- _id: '103'
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10564549
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: PESS 2023; Power and Energy Student Summit
publication_identifier:
  isbn:
  - 978-3-8007-6318-4
publication_status: published
status: public
title: Q-learning based control algorithm with dynamic combination of peak shaving
  and self-consumption optimization for industrial battery storage systems
type: conference
user_id: '239179'
year: '2023'
...
---
_id: '4357'
alternative_id:
- '4360'
author:
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Lars
  full_name: Engel, Lars
  last_name: Engel
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
citation:
  alphadin: '<span style="font-variant:small-caps;">Schulte, Katrin</span> ; <span
    style="font-variant:small-caps;">Engel, Lars</span> ; <span style="font-variant:small-caps;">Quakernack,
    Lars</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>: Optimized
    photovoltaic power forecast using k-means clustering based error reduction. In:
    <i>2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i> :
    IEEE, 2023, S. 1–5'
  ama: 'Schulte K, Engel L, Quakernack L, Haubrock J. Optimized photovoltaic power
    forecast using k-means clustering based error reduction. In: <i>2023 IEEE PES
    Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>. IEEE; 2023:1-5. doi:<a
    href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407521">10.1109/ISGTEUROPE56780.2023.10407521</a>'
  apa: 'Schulte, K., Engel, L., Quakernack, L., &#38; Haubrock, J. (2023). Optimized
    photovoltaic power forecast using k-means clustering based error reduction. In
    <i>2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i> (pp.
    1–5). Grenoble, France: IEEE. <a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407521">https://doi.org/10.1109/ISGTEUROPE56780.2023.10407521</a>'
  bibtex: '@inproceedings{Schulte_Engel_Quakernack_Haubrock_2023, title={Optimized
    photovoltaic power forecast using k-means clustering based error reduction}, DOI={<a
    href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407521">10.1109/ISGTEUROPE56780.2023.10407521</a>},
    booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Schulte, Katrin and Engel, Lars and Quakernack, Lars
    and Haubrock, Jens}, year={2023}, pages={1–5} }'
  chicago: Schulte, Katrin, Lars Engel, Lars Quakernack, and Jens Haubrock. “Optimized
    Photovoltaic Power Forecast Using K-Means Clustering Based Error Reduction.” In
    <i>2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>,
    1–5. IEEE, 2023. <a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407521">https://doi.org/10.1109/ISGTEUROPE56780.2023.10407521</a>.
  ieee: K. Schulte, L. Engel, L. Quakernack, and J. Haubrock, “Optimized photovoltaic
    power forecast using k-means clustering based error reduction,” in <i>2023 IEEE
    PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>, Grenoble, France,
    2023, pp. 1–5.
  mla: Schulte, Katrin, et al. “Optimized Photovoltaic Power Forecast Using K-Means
    Clustering Based Error Reduction.” <i>2023 IEEE PES Innovative Smart Grid Technologies
    Europe (ISGT EUROPE)</i>, IEEE, 2023, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407521">10.1109/ISGTEUROPE56780.2023.10407521</a>.
  short: 'K. Schulte, L. Engel, L. Quakernack, J. Haubrock, in: 2023 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT EUROPE), IEEE, 2023, pp. 1–5.'
conference:
  end_date: 2023-10-26
  location: Grenoble, France
  name: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
  start_date: 2023-10-23
date_created: 2024-02-21T09:15:24Z
date_updated: 2026-03-17T15:28:59Z
doi: 10.1109/ISGTEUROPE56780.2023.10407521
language:
- iso: eng
page: 1-5
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
publication_identifier:
  eisbn:
  - 979-8-3503-9678-2
publication_status: published
publisher: IEEE
status: public
title: Optimized photovoltaic power forecast using k-means clustering based error
  reduction
type: conference
user_id: '220548'
year: '2023'
...
---
_id: '3096'
author:
- first_name: Bastian
  full_name: Steinhagen, Bastian
  last_name: Steinhagen
- first_name: Timon
  full_name: Jungh, Timon
  last_name: Jungh
- first_name: Marc
  full_name: Hesse, Marc
  last_name: Hesse
- first_name: Ulrich
  full_name: Rückert, Ulrich
  last_name: Rückert
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Michael
  full_name: Kelker, Michael
  id: '208838'
  last_name: Kelker
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
citation:
  alphadin: '<span style="font-variant:small-caps;">Steinhagen, Bastian</span> ; <span
    style="font-variant:small-caps;">Jungh, Timon</span> ; <span style="font-variant:small-caps;">Hesse,
    Marc</span> ; <span style="font-variant:small-caps;">Rückert, Ulrich</span> ;
    <span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span style="font-variant:small-caps;">Kelker,
    Michael</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric
    Vehicle Charging in the Low Voltage Grid. In: <i>2023 IEEE PES Conference on Innovative
    Smart Grid Technologies - Middle East (ISGT Middle East)</i> : IEEE, 2023, S. 1–5'
  ama: 'Steinhagen B, Jungh T, Hesse M, et al. Evaluation of the Usage of Edge Computing
    and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid.
    In: <i>2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle
    East (ISGT Middle East)</i>. IEEE; 2023:1-5. doi:<a href="https://doi.org/10.1109/ISGTMiddleEast56437.2023.10078593">10.1109/ISGTMiddleEast56437.2023.10078593</a>'
  apa: 'Steinhagen, B., Jungh, T., Hesse, M., Rückert, U., Quakernack, L., Kelker,
    M., &#38; Haubrock, J. (2023). Evaluation of the Usage of Edge Computing and LoRa
    for the Control of Electric Vehicle Charging in the Low Voltage Grid. In <i>2023
    IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT
    Middle East)</i> (pp. 1–5). Abu Dhabi, United Arab Emirates: IEEE. <a href="https://doi.org/10.1109/ISGTMiddleEast56437.2023.10078593">https://doi.org/10.1109/ISGTMiddleEast56437.2023.10078593</a>'
  bibtex: '@inproceedings{Steinhagen_Jungh_Hesse_Rückert_Quakernack_Kelker_Haubrock_2023,
    title={Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric
    Vehicle Charging in the Low Voltage Grid}, DOI={<a href="https://doi.org/10.1109/ISGTMiddleEast56437.2023.10078593">10.1109/ISGTMiddleEast56437.2023.10078593</a>},
    booktitle={2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle
    East (ISGT Middle East)}, publisher={IEEE}, author={Steinhagen, Bastian and Jungh,
    Timon and Hesse, Marc and Rückert, Ulrich and Quakernack, Lars and Kelker, Michael
    and Haubrock, Jens}, year={2023}, pages={1–5} }'
  chicago: Steinhagen, Bastian, Timon Jungh, Marc Hesse, Ulrich Rückert, Lars Quakernack,
    Michael Kelker, and Jens Haubrock. “Evaluation of the Usage of Edge Computing
    and LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid.”
    In <i>2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle
    East (ISGT Middle East)</i>, 1–5. IEEE, 2023. <a href="https://doi.org/10.1109/ISGTMiddleEast56437.2023.10078593">https://doi.org/10.1109/ISGTMiddleEast56437.2023.10078593</a>.
  ieee: B. Steinhagen <i>et al.</i>, “Evaluation of the Usage of Edge Computing and
    LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid,” in
    <i>2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East
    (ISGT Middle East)</i>, Abu Dhabi, United Arab Emirates, 2023, pp. 1–5.
  mla: Steinhagen, Bastian, et al. “Evaluation of the Usage of Edge Computing and
    LoRa for the Control of Electric Vehicle Charging in the Low Voltage Grid.” <i>2023
    IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT
    Middle East)</i>, IEEE, 2023, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTMiddleEast56437.2023.10078593">10.1109/ISGTMiddleEast56437.2023.10078593</a>.
  short: 'B. Steinhagen, T. Jungh, M. Hesse, U. Rückert, L. Quakernack, M. Kelker,
    J. Haubrock, in: 2023 IEEE PES Conference on Innovative Smart Grid Technologies
    - Middle East (ISGT Middle East), IEEE, 2023, pp. 1–5.'
conference:
  location: Abu Dhabi, United Arab Emirates
  name: 2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East
    (ISGT Middle East)
date_created: 2023-05-31T08:04:09Z
date_updated: 2026-03-17T15:28:41Z
doi: 10.1109/ISGTMiddleEast56437.2023.10078593
language:
- iso: eng
page: 1-5
publication: 2023 IEEE PES Conference on Innovative Smart Grid Technologies - Middle
  East (ISGT Middle East)
publication_identifier:
  eisbn:
  - 978-1-6654-6543-4
publication_status: published
publisher: IEEE
status: public
title: Evaluation of the Usage of Edge Computing and LoRa for the Control of Electric
  Vehicle Charging in the Low Voltage Grid
type: conference
user_id: '214714'
year: '2023'
...
---
_id: '3105'
author:
- first_name: Lars
  full_name: Quakernack, Lars
  id: '221506'
  last_name: Quakernack
- first_name: Julian
  full_name: Hövelmann, Julian
  last_name: Hövelmann
- first_name: Kersten
  full_name: Kröger, Kersten
  id: '80521'
  last_name: Kröger
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
citation:
  alphadin: '<span style="font-variant:small-caps;">Quakernack, Lars</span> ; <span
    style="font-variant:small-caps;">Hövelmann, Julian</span> ; <span style="font-variant:small-caps;">Kröger,
    Kersten</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    AI-based heat demand forecasting in industrial buildings for flexible operation
    of combined heat and power plants. In: , 2023'
  ama: 'Quakernack L, Hövelmann J, Kröger K, Haubrock J. AI-based heat demand forecasting
    in industrial buildings for flexible operation of combined heat and power plants.
    In: ; 2023.'
  apa: Quakernack, L., Hövelmann, J., Kröger, K., &#38; Haubrock, J. (2023). AI-based
    heat demand forecasting in industrial buildings for flexible operation of combined
    heat and power plants. Presented at the International ETG-Congress 2023,  Magdeburg,
    Germany.
  bibtex: '@inproceedings{Quakernack_Hövelmann_Kröger_Haubrock_2023, title={AI-based
    heat demand forecasting in industrial buildings for flexible operation of combined
    heat and power plants}, author={Quakernack, Lars and Hövelmann, Julian and Kröger,
    Kersten and Haubrock, Jens}, year={2023} }'
  chicago: Quakernack, Lars, Julian Hövelmann, Kersten Kröger, and Jens Haubrock.
    “AI-Based Heat Demand Forecasting in Industrial Buildings for Flexible Operation
    of Combined Heat and Power Plants,” 2023.
  ieee: L. Quakernack, J. Hövelmann, K. Kröger, and J. Haubrock, “AI-based heat demand
    forecasting in industrial buildings for flexible operation of combined heat and
    power plants,” presented at the International ETG-Congress 2023,  Magdeburg, Germany,
    2023.
  mla: Quakernack, Lars, et al. <i>AI-Based Heat Demand Forecasting in Industrial
    Buildings for Flexible Operation of Combined Heat and Power Plants</i>. 2023.
  short: 'L. Quakernack, J. Hövelmann, K. Kröger, J. Haubrock, in: 2023.'
conference:
  end_date: '2023'
  location: ' Magdeburg, Germany'
  name: International ETG-Congress 2023
  start_date: '2023'
date_created: 2023-05-31T09:05:09Z
date_updated: 2026-03-17T15:28:41Z
language:
- iso: eng
status: public
title: AI-based heat demand forecasting in industrial buildings for flexible operation
  of combined heat and power plants
type: conference
user_id: '214714'
year: '2023'
...