---
_id: '6654'
author:
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: 'Angellina '
  full_name: 'Ebenzer Anitha, Angellina '
  last_name: Ebenzer Anitha
- 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/206693272
citation:
  alphadin: '<span style="font-variant:small-caps;">Schulte, Katrin</span> ; <span
    style="font-variant:small-caps;">Ebenzer Anitha, Angellina </span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: Reducing forecast errors of a day-ahead photovoltaic power forecast
    by ensemble learning. In: <i>2025 IEEE Kiel PowerTech</i> : IEEE, 2025, S. 1–6'
  ama: 'Schulte K, Ebenzer Anitha A, Haubrock J. Reducing forecast errors of a day-ahead
    photovoltaic power forecast by ensemble learning. In: <i>2025 IEEE Kiel PowerTech</i>.
    IEEE; 2025:1-6. doi:<a href="https://doi.org/10.1109/PowerTech59965.2025.11180566">10.1109/PowerTech59965.2025.11180566</a>'
  apa: 'Schulte, K., Ebenzer Anitha, A., &#38; Haubrock, J. (2025). Reducing forecast
    errors of a day-ahead photovoltaic power forecast by ensemble learning. In <i>2025
    IEEE Kiel PowerTech</i> (pp. 1–6). Kiel, Germany: IEEE. <a href="https://doi.org/10.1109/PowerTech59965.2025.11180566">https://doi.org/10.1109/PowerTech59965.2025.11180566</a>'
  bibtex: '@inproceedings{Schulte_Ebenzer Anitha_Haubrock_2025, title={Reducing forecast
    errors of a day-ahead photovoltaic power forecast by ensemble learning}, DOI={<a
    href="https://doi.org/10.1109/PowerTech59965.2025.11180566">10.1109/PowerTech59965.2025.11180566</a>},
    booktitle={2025 IEEE Kiel PowerTech}, publisher={IEEE}, author={Schulte, Katrin
    and Ebenzer Anitha, Angellina  and Haubrock, Jens}, year={2025}, pages={1–6} }'
  chicago: Schulte, Katrin, Angellina  Ebenzer Anitha, and Jens Haubrock. “Reducing
    Forecast Errors of a Day-Ahead Photovoltaic Power Forecast by Ensemble Learning.”
    In <i>2025 IEEE Kiel PowerTech</i>, 1–6. IEEE, 2025. <a href="https://doi.org/10.1109/PowerTech59965.2025.11180566">https://doi.org/10.1109/PowerTech59965.2025.11180566</a>.
  ieee: K. Schulte, A. Ebenzer Anitha, and J. Haubrock, “Reducing forecast errors
    of a day-ahead photovoltaic power forecast by ensemble learning,” in <i>2025 IEEE
    Kiel PowerTech</i>, Kiel, Germany, 2025, pp. 1–6.
  mla: Schulte, Katrin, et al. “Reducing Forecast Errors of a Day-Ahead Photovoltaic
    Power Forecast by Ensemble Learning.” <i>2025 IEEE Kiel PowerTech</i>, IEEE, 2025,
    pp. 1–6, doi:<a href="https://doi.org/10.1109/PowerTech59965.2025.11180566">10.1109/PowerTech59965.2025.11180566</a>.
  short: 'K. Schulte, A. Ebenzer Anitha, J. Haubrock, in: 2025 IEEE Kiel PowerTech,
    IEEE, 2025, pp. 1–6.'
conference:
  location: Kiel, Germany
  name: 2025 IEEE Kiel PowerTech
date_created: 2026-02-25T11:55:37Z
date_updated: 2026-03-17T15:29:33Z
doi: 10.1109/PowerTech59965.2025.11180566
language:
- iso: eng
page: 1-6
publication: 2025 IEEE Kiel PowerTech
publication_identifier:
  eisbn:
  - 979-8-3315-4397-6
publication_status: published
publisher: IEEE
status: public
title: Reducing forecast errors of a day-ahead photovoltaic power forecast by ensemble
  learning
type: conference
user_id: '261203'
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: '5850'
author:
- first_name: Melina
  full_name: Gurcke, Melina
  id: '228224'
  last_name: Gurcke
- first_name: Mara
  full_name: Cziomer, Mara
  last_name: Cziomer
- 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;">Gurcke, Melina</span> ; <span
    style="font-variant:small-caps;">Cziomer, Mara</span> ; <span style="font-variant:small-caps;">Schulte,
    Katrin</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    Grid-assistive use of private battery energy storage systems based on fuzzy logic.
    In: <i>IET Conference Proceedings</i> Bd. 2024, Institution of Engineering and
    Technology (IET) (2025), Nr. 29, S. 697–702'
  ama: Gurcke M, Cziomer M, Schulte K, Haubrock J. Grid-assistive use of private battery
    energy storage systems based on fuzzy logic. <i>IET Conference Proceedings</i>.
    2025;2024(29):697-702. doi:<a href="https://doi.org/10.1049/icp.2024.4742">10.1049/icp.2024.4742</a>
  apa: Gurcke, M., Cziomer, M., Schulte, K., &#38; Haubrock, J. (2025). Grid-assistive
    use of private battery energy storage systems based on fuzzy logic. <i>IET Conference
    Proceedings</i>, <i>2024</i>(29), 697–702. <a href="https://doi.org/10.1049/icp.2024.4742">https://doi.org/10.1049/icp.2024.4742</a>
  bibtex: '@article{Gurcke_Cziomer_Schulte_Haubrock_2025, title={Grid-assistive use
    of private battery energy storage systems based on fuzzy logic}, volume={2024},
    DOI={<a href="https://doi.org/10.1049/icp.2024.4742">10.1049/icp.2024.4742</a>},
    number={29}, journal={IET Conference Proceedings}, publisher={Institution of Engineering
    and Technology (IET)}, author={Gurcke, Melina and Cziomer, Mara and Schulte, Katrin
    and Haubrock, Jens}, year={2025}, pages={697–702} }'
  chicago: 'Gurcke, Melina, Mara Cziomer, Katrin Schulte, and Jens Haubrock. “Grid-Assistive
    Use of Private Battery Energy Storage Systems Based on Fuzzy Logic.” <i>IET Conference
    Proceedings</i> 2024, no. 29 (2025): 697–702. <a href="https://doi.org/10.1049/icp.2024.4742">https://doi.org/10.1049/icp.2024.4742</a>.'
  ieee: M. Gurcke, M. Cziomer, K. Schulte, and J. Haubrock, “Grid-assistive use of
    private battery energy storage systems based on fuzzy logic,” <i>IET Conference
    Proceedings</i>, vol. 2024, no. 29, pp. 697–702, 2025.
  mla: Gurcke, Melina, et al. “Grid-Assistive Use of Private Battery Energy Storage
    Systems Based on Fuzzy Logic.” <i>IET Conference Proceedings</i>, vol. 2024, no.
    29, Institution of Engineering and Technology (IET), 2025, pp. 697–702, doi:<a
    href="https://doi.org/10.1049/icp.2024.4742">10.1049/icp.2024.4742</a>.
  short: M. Gurcke, M. Cziomer, K. Schulte, J. Haubrock, IET Conference Proceedings
    2024 (2025) 697–702.
conference:
  end_date: 2024-11-06
  location: Athens, Greece
  name: 14th Mediterranean Conference on Power Generation Transmission, Distribution
    and Energy Conversion (MEDPOWER 2024)
  start_date: 2024-11-03
date_created: 2025-03-19T12:34:12Z
date_updated: 2026-03-17T15:29:23Z
doi: 10.1049/icp.2024.4742
intvolume: '      2024'
issue: '29'
language:
- iso: eng
page: 697-702
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: IET Conference Proceedings
publication_identifier:
  eissn:
  - 2732-4494
publication_status: published
publisher: Institution of Engineering and Technology (IET)
status: public
title: Grid-assistive use of private battery energy storage systems based on fuzzy
  logic
type: journal_article
user_id: '220548'
volume: 2024
year: '2025'
...
---
_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: '5719'
author:
- first_name: Fynn
  full_name: Liegmann, Fynn
  id: '231492'
  last_name: Liegmann
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Felix
  full_name: Annen, Felix
  id: '214714'
  last_name: Annen
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
- first_name: Michael
  full_name: Kelker, Michael
  id: '208838'
  last_name: Kelker
- first_name: Svenja
  full_name: Joseph, Svenja
  last_name: Joseph
- first_name: Sebastian
  full_name: Raczka, Sebastian
  last_name: Raczka
- first_name: Christian
  full_name: Rehtanz, Christian
  last_name: Rehtanz
citation:
  alphadin: '<span style="font-variant:small-caps;">Liegmann, Fynn</span> ; <span
    style="font-variant:small-caps;">Schulte, Katrin</span> ; <span style="font-variant:small-caps;">Annen,
    Felix</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;">Joseph,
    Svenja</span> ; <span style="font-variant:small-caps;">Raczka, Sebastian</span>
    ; <span style="font-variant:small-caps;">Rehtanz, Christian</span>: Concept of
    a test bench for research into automatic resupply to improve the resilience of
    critical infrastructure. In: <span style="font-variant:small-caps;">Institute
    of Electrical and Electronics Engineers (IEEE)</span> (Hrsg.): <i>2024 IEEE PES
    Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i> : IEEE, 2024, S. 1–5'
  ama: 'Liegmann F, Schulte K, Annen F, et al. Concept of a test bench for research
    into automatic resupply to improve the resilience of critical infrastructure.
    In: Institute of Electrical and Electronics Engineers (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/ISGTEUROPE62998.2024.10863253">10.1109/ISGTEUROPE62998.2024.10863253</a>'
  apa: 'Liegmann, F., Schulte, K., Annen, F., Haubrock, J., Kelker, M., Joseph, S.,
    … Rehtanz, C. (2024). Concept of a test bench for research into automatic resupply
    to improve the resilience of critical infrastructure. In Institute of Electrical
    and Electronics Engineers (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/ISGTEUROPE62998.2024.10863253">https://doi.org/10.1109/ISGTEUROPE62998.2024.10863253</a>'
  bibtex: '@inproceedings{Liegmann_Schulte_Annen_Haubrock_Kelker_Joseph_Raczka_Rehtanz_2024,
    title={Concept of a test bench for research into automatic resupply to improve
    the resilience of critical infrastructure}, DOI={<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863253">10.1109/ISGTEUROPE62998.2024.10863253</a>},
    booktitle={2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Liegmann, Fynn and Schulte, Katrin and Annen, Felix
    and Haubrock, Jens and Kelker, Michael and Joseph, Svenja and Raczka, Sebastian
    and Rehtanz, Christian}, editor={Institute of Electrical and Electronics Engineers
    (IEEE)Editor}, year={2024}, pages={1–5} }'
  chicago: Liegmann, Fynn, Katrin Schulte, Felix Annen, Jens Haubrock, Michael Kelker,
    Svenja Joseph, Sebastian Raczka, and Christian Rehtanz. “Concept of a Test Bench
    for Research into Automatic Resupply to Improve the Resilience of Critical Infrastructure.”
    In <i>2024 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>,
    edited by Institute of Electrical and Electronics Engineers (IEEE), 1–5. IEEE,
    2024. <a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863253">https://doi.org/10.1109/ISGTEUROPE62998.2024.10863253</a>.
  ieee: F. Liegmann <i>et al.</i>, “Concept of a test bench for research into automatic
    resupply to improve the resilience of critical infrastructure,” in <i>2024 IEEE
    PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>, Dubrovnik, Croatia,
    2024, pp. 1–5.
  mla: Liegmann, Fynn, et al. “Concept of a Test Bench for Research into Automatic
    Resupply to Improve the Resilience of Critical Infrastructure.” <i>2024 IEEE PES
    Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>, edited by Institute
    of Electrical and Electronics Engineers (IEEE), IEEE, 2024, pp. 1–5, doi:<a href="https://doi.org/10.1109/ISGTEUROPE62998.2024.10863253">10.1109/ISGTEUROPE62998.2024.10863253</a>.
  short: 'F. Liegmann, K. Schulte, F. Annen, J. Haubrock, M. Kelker, S. Joseph, S.
    Raczka, C. Rehtanz, in: Institute of Electrical and Electronics Engineers (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:
- Institute of Electrical and Electronics Engineers (IEEE)
date_created: 2025-02-21T09:14:18Z
date_updated: 2026-03-17T15:29:21Z
doi: 10.1109/ISGTEUROPE62998.2024.10863253
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: Concept of a test bench for research into automatic resupply to improve the
  resilience of critical infrastructure
type: conference
user_id: '220548'
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: '5561'
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: Rémy
  full_name: Rigo-Mariani, Rémy
  last_name: Rigo-Mariani
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
- first_name: Jan
  full_name: Arens, Jan
  last_name: Arens
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;">Rigo-Mariani,
    Rémy</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span> ; <span
    style="font-variant:small-caps;">Arens, Jan</span>: Control of distributed energy
    storage systems for minimum reverse flow in a distribution grid with high share
    of photovoltaic. In: <span style="font-variant:small-caps;">Institute of Electrical
    and Electronics Engineers (IEEE)</span> (Hrsg.): <i>2023 IEEE PES Innovative Smart
    Grid Technologies Europe (ISGT EUROPE)</i> : IEEE, 2023, S. 1–5'
  ama: 'Handel K, Schulte K, Rigo-Mariani R, Haubrock J, Arens J. Control of distributed
    energy storage systems for minimum reverse flow in a distribution grid with high
    share of photovoltaic. In: Institute of Electrical and Electronics Engineers (IEEE),
    ed. <i>2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>.
    IEEE; 2023:1-5. doi:<a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443">10.1109/ISGTEUROPE56780.2023.10408443</a>'
  apa: 'Handel, K., Schulte, K., Rigo-Mariani, R., Haubrock, J., &#38; Arens, J. (2023).
    Control of distributed energy storage systems for minimum reverse flow in a distribution
    grid with high share of photovoltaic. In Institute of Electrical and Electronics
    Engineers (IEEE) (Ed.), <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/ISGTEUROPE56780.2023.10408443">https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443</a>'
  bibtex: '@inproceedings{Handel_Schulte_Rigo-Mariani_Haubrock_Arens_2023, title={Control
    of distributed energy storage systems for minimum reverse flow in a distribution
    grid with high share of photovoltaic}, DOI={<a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443">10.1109/ISGTEUROPE56780.2023.10408443</a>},
    booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Handel, Katrin and Schulte, Katrin and Rigo-Mariani,
    Rémy and Haubrock, Jens and Arens, Jan}, editor={Institute of Electrical and Electronics
    Engineers (IEEE)Editor}, year={2023}, pages={1–5} }'
  chicago: Handel, Katrin, Katrin Schulte, Rémy Rigo-Mariani, Jens Haubrock, and Jan
    Arens. “Control of Distributed Energy Storage Systems for Minimum Reverse Flow
    in a Distribution Grid with High Share of Photovoltaic.” In <i>2023 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT EUROPE)</i>, edited by Institute of Electrical
    and Electronics Engineers (IEEE), 1–5. IEEE, 2023. <a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443">https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443</a>.
  ieee: K. Handel, K. Schulte, R. Rigo-Mariani, J. Haubrock, and J. Arens, “Control
    of distributed energy storage systems for minimum reverse flow in a distribution
    grid with high share of photovoltaic,” in <i>2023 IEEE PES Innovative Smart Grid
    Technologies Europe (ISGT EUROPE)</i>, Grenoble, France, 2023, pp. 1–5.
  mla: Handel, Katrin, et al. “Control of Distributed Energy Storage Systems for Minimum
    Reverse Flow in a Distribution Grid with High Share of Photovoltaic.” <i>2023
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)</i>, edited by
    Institute of Electrical and Electronics Engineers (IEEE), IEEE, 2023, pp. 1–5,
    doi:<a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443">10.1109/ISGTEUROPE56780.2023.10408443</a>.
  short: 'K. Handel, K. Schulte, R. Rigo-Mariani, J. Haubrock, J. Arens, in: Institute
    of Electrical and Electronics Engineers (IEEE) (Ed.), 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
corporate_editor:
- Institute of Electrical and Electronics Engineers (IEEE)
date_created: 2025-02-10T09:42:09Z
date_updated: 2026-03-17T15:29:19Z
doi: 10.1109/ISGTEUROPE56780.2023.10408443
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: Control of distributed energy storage systems for minimum reverse flow in a
  distribution grid with high share of photovoltaic
type: conference
user_id: '220548'
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: '4358'
author:
- first_name: Katrin
  full_name: Handel, Katrin
  last_name: Handel
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Rémy
  full_name: Rigo-Mariani, Rémy
  last_name: Rigo-Mariani
- first_name: Jens
  full_name: Haubrock, Jens
  id: '205308'
  last_name: Haubrock
  orcid: 0009-0000-0918-8028
- first_name: Jan
  full_name: Arens, Jan
  last_name: Arens
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;">Rigo-Mariani,
    Rémy</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span> ; <span
    style="font-variant:small-caps;">Arens, Jan</span>: Control of distributed energy
    storage systems for minimum reverse flow in a distribution grid with high share
    of photovoltaic. In: <i>2023 IEEE PES Innovative Smart Grid Technologies Europe
    (ISGT EUROPE)</i> : IEEE, 2023, S. 1–5'
  ama: 'Handel K, Schulte K, Rigo-Mariani R, Haubrock J, Arens J. Control of distributed
    energy storage systems for minimum reverse flow in a distribution grid with high
    share of photovoltaic. 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/ISGTEUROPE56780.2023.10408443">10.1109/ISGTEUROPE56780.2023.10408443</a>'
  apa: 'Handel, K., Schulte, K., Rigo-Mariani, R., Haubrock, J., &#38; Arens, J. (2023).
    Control of distributed energy storage systems for minimum reverse flow in a distribution
    grid with high share of photovoltaic. 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/ISGTEUROPE56780.2023.10408443">https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443</a>'
  bibtex: '@inproceedings{Handel_Schulte_Rigo-Mariani_Haubrock_Arens_2023, title={Control
    of distributed energy storage systems for minimum reverse flow in a distribution
    grid with high share of photovoltaic}, DOI={<a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443">10.1109/ISGTEUROPE56780.2023.10408443</a>},
    booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Handel, Katrin and Schulte, Katrin and Rigo-Mariani,
    Rémy and Haubrock, Jens and Arens, Jan}, year={2023}, pages={1–5} }'
  chicago: Handel, Katrin, Katrin Schulte, Rémy Rigo-Mariani, Jens Haubrock, and Jan
    Arens. “Control of Distributed Energy Storage Systems for Minimum Reverse Flow
    in a Distribution Grid with High Share of Photovoltaic.” In <i>2023 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT EUROPE)</i>, 1–5. IEEE, 2023. <a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443">https://doi.org/10.1109/ISGTEUROPE56780.2023.10408443</a>.
  ieee: K. Handel, K. Schulte, R. Rigo-Mariani, J. Haubrock, and J. Arens, “Control
    of distributed energy storage systems for minimum reverse flow in a distribution
    grid with high share of photovoltaic,” in <i>2023 IEEE PES Innovative Smart Grid
    Technologies Europe (ISGT EUROPE)</i>, Grenoble, France, 2023, pp. 1–5.
  mla: Handel, Katrin, et al. “Control of Distributed Energy Storage Systems for Minimum
    Reverse Flow in a Distribution Grid with High Share of Photovoltaic.” <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/ISGTEUROPE56780.2023.10408443">10.1109/ISGTEUROPE56780.2023.10408443</a>.
  short: 'K. Handel, K. Schulte, R. Rigo-Mariani, J. Haubrock, J. Arens, 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: 2024-02-21T09:17:02Z
date_updated: 2026-03-17T15:28:59Z
doi: 10.1109/ISGTEUROPE56780.2023.10408443
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: Control of distributed energy storage systems for minimum reverse flow in a
  distribution grid with high share of photovoltaic
type: conference
user_id: '220548'
year: '2023'
...
---
_id: '4359'
author:
- first_name: Timon
  full_name: Jungh, Timon
  last_name: Jungh
- first_name: Bastian
  full_name: Steinhagen, Bastian
  last_name: Steinhagen
- first_name: Marc
  full_name: Hesse, Marc
  last_name: Hesse
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
citation:
  alphadin: '<span style="font-variant:small-caps;">Jungh, Timon</span> ; <span style="font-variant:small-caps;">Steinhagen,
    Bastian</span> ; <span style="font-variant:small-caps;">Hesse, Marc</span> ; <span
    style="font-variant:small-caps;">Schulte, Katrin</span>: Comparison of Different
    Machine Learning Models for Short-Term Load Forecasting at Transformer Level with
    High Amounts of Photovoltaic Generation. In: <i>2023 IEEE PES Innovative Smart
    Grid Technologies Europe (ISGT EUROPE)</i> : IEEE, 2023, S. 1–5'
  ama: 'Jungh T, Steinhagen B, Hesse M, Schulte K. Comparison of Different Machine
    Learning Models for Short-Term Load Forecasting at Transformer Level with High
    Amounts of Photovoltaic Generation. 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/ISGTEUROPE56780.2023.10407216">10.1109/ISGTEUROPE56780.2023.10407216</a>'
  apa: 'Jungh, T., Steinhagen, B., Hesse, M., &#38; Schulte, K. (2023). Comparison
    of Different Machine Learning Models for Short-Term Load Forecasting at Transformer
    Level with High Amounts of Photovoltaic Generation. 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/ISGTEUROPE56780.2023.10407216">https://doi.org/10.1109/ISGTEUROPE56780.2023.10407216</a>'
  bibtex: '@inproceedings{Jungh_Steinhagen_Hesse_Schulte_2023, title={Comparison of
    Different Machine Learning Models for Short-Term Load Forecasting at Transformer
    Level with High Amounts of Photovoltaic Generation}, DOI={<a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407216">10.1109/ISGTEUROPE56780.2023.10407216</a>},
    booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
    publisher={IEEE}, author={Jungh, Timon and Steinhagen, Bastian and Hesse, Marc
    and Schulte, Katrin}, year={2023}, pages={1–5} }'
  chicago: Jungh, Timon, Bastian Steinhagen, Marc Hesse, and Katrin Schulte. “Comparison
    of Different Machine Learning Models for Short-Term Load Forecasting at Transformer
    Level with High Amounts of Photovoltaic Generation.” In <i>2023 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT EUROPE)</i>, 1–5. IEEE, 2023. <a href="https://doi.org/10.1109/ISGTEUROPE56780.2023.10407216">https://doi.org/10.1109/ISGTEUROPE56780.2023.10407216</a>.
  ieee: T. Jungh, B. Steinhagen, M. Hesse, and K. Schulte, “Comparison of Different
    Machine Learning Models for Short-Term Load Forecasting at Transformer Level with
    High Amounts of Photovoltaic Generation,” in <i>2023 IEEE PES Innovative Smart
    Grid Technologies Europe (ISGT EUROPE)</i>, Grenoble, France, 2023, pp. 1–5.
  mla: Jungh, Timon, et al. “Comparison of Different Machine Learning Models for Short-Term
    Load Forecasting at Transformer Level with High Amounts of Photovoltaic Generation.”
    <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/ISGTEUROPE56780.2023.10407216">10.1109/ISGTEUROPE56780.2023.10407216</a>.
  short: 'T. Jungh, B. Steinhagen, M. Hesse, K. Schulte, 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: 2024-02-21T09:17:31Z
date_updated: 2026-03-17T15:28:59Z
doi: 10.1109/ISGTEUROPE56780.2023.10407216
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: Comparison of Different Machine Learning Models for Short-Term Load Forecasting
  at Transformer Level with High Amounts of Photovoltaic Generation
type: conference
user_id: '220548'
year: '2023'
...
---
_id: '3114'
author:
- first_name: Felix
  full_name: Annen, Felix
  id: '214714'
  last_name: Annen
- first_name: Kersten
  full_name: Kröger, Kersten
  id: '80521'
  last_name: Kröger
- 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;">Annen, Felix</span> ; <span style="font-variant:small-caps;">Kröger,
    Kersten</span> ; <span style="font-variant:small-caps;">Schulte, Katrin</span>
    ; <span style="font-variant:small-caps;">Haubrock, Jens</span>: Aufbau eines HIL
    Teststandes zur Vaildierung von Algorithmen zur Steuerung von Smart Micro Grids.
    In: , 2022'
  ama: 'Annen F, Kröger K, Schulte K, Haubrock J. Aufbau eines HIL Teststandes zur
    Vaildierung von Algorithmen zur Steuerung von Smart Micro Grids. In: ; 2022.'
  apa: Annen, F., Kröger, K., Schulte, K., &#38; Haubrock, J. (2022). Aufbau eines
    HIL Teststandes zur Vaildierung von Algorithmen zur Steuerung von Smart Micro
    Grids. Presented at the 17. Symposium Energieinnovation, Graz.
  bibtex: '@inproceedings{Annen_Kröger_Schulte_Haubrock_2022, title={Aufbau eines
    HIL Teststandes zur Vaildierung von Algorithmen zur Steuerung von Smart Micro
    Grids}, author={Annen, Felix and Kröger, Kersten and Schulte, Katrin and Haubrock,
    Jens}, year={2022} }'
  chicago: Annen, Felix, Kersten Kröger, Katrin Schulte, and Jens Haubrock. “Aufbau
    Eines HIL Teststandes Zur Vaildierung von Algorithmen Zur Steuerung von Smart
    Micro Grids,” 2022.
  ieee: F. Annen, K. Kröger, K. Schulte, and J. Haubrock, “Aufbau eines HIL Teststandes
    zur Vaildierung von Algorithmen zur Steuerung von Smart Micro Grids,” presented
    at the 17. Symposium Energieinnovation, Graz, 2022.
  mla: Annen, Felix, et al. <i>Aufbau Eines HIL Teststandes Zur Vaildierung von Algorithmen
    Zur Steuerung von Smart Micro Grids</i>. 2022.
  short: 'F. Annen, K. Kröger, K. Schulte, J. Haubrock, in: 2022.'
conference:
  end_date: 2022-02-18
  location: Graz
  name: 17. Symposium Energieinnovation
  start_date: 2022-02-16
date_created: 2023-05-31T09:34:51Z
date_updated: 2026-03-17T15:28:41Z
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.tugraz.at/fileadmin/user_upload/tugrazExternal/738639ca-39a0-4129-b0f0-38b384c12b57/files/lf/Session_C4/343_LF_Annen.pdf
oa: '1'
status: public
title: Aufbau eines HIL Teststandes zur Vaildierung von Algorithmen zur Steuerung
  von Smart Micro Grids
type: conference
user_id: '216459'
year: '2022'
...
---
_id: '3374'
author:
- 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;">Schulte, Katrin</span> ; <span
    style="font-variant:small-caps;">Haubrock, Jens</span>: Linear programming to
    increase the directly used photovoltaic power for charging several electric vehicles.
    In: <i>2021 IEEE Madrid PowerTech</i> : IEEE, 2021, S. 1–6'
  ama: 'Schulte K, Haubrock J. Linear programming to increase the directly used photovoltaic
    power for charging several electric vehicles. In: <i>2021 IEEE Madrid PowerTech</i>.
    IEEE; 2021:1-6. doi:<a href="https://doi.org/10.1109/PowerTech46648.2021.9494914">10.1109/PowerTech46648.2021.9494914</a>'
  apa: 'Schulte, K., &#38; Haubrock, J. (2021). Linear programming to increase the
    directly used photovoltaic power for charging several electric vehicles. In <i>2021
    IEEE Madrid PowerTech</i> (pp. 1–6). Madrid, Spain: IEEE. <a href="https://doi.org/10.1109/PowerTech46648.2021.9494914">https://doi.org/10.1109/PowerTech46648.2021.9494914</a>'
  bibtex: '@inproceedings{Schulte_Haubrock_2021, title={Linear programming to increase
    the directly used photovoltaic power for charging several electric vehicles},
    DOI={<a href="https://doi.org/10.1109/PowerTech46648.2021.9494914">10.1109/PowerTech46648.2021.9494914</a>},
    booktitle={2021 IEEE Madrid PowerTech}, publisher={IEEE}, author={Schulte, Katrin
    and Haubrock, Jens}, year={2021}, pages={1–6} }'
  chicago: Schulte, Katrin, and Jens Haubrock. “Linear Programming to Increase the
    Directly Used Photovoltaic Power for Charging Several Electric Vehicles.” In <i>2021
    IEEE Madrid PowerTech</i>, 1–6. IEEE, 2021. <a href="https://doi.org/10.1109/PowerTech46648.2021.9494914">https://doi.org/10.1109/PowerTech46648.2021.9494914</a>.
  ieee: K. Schulte and J. Haubrock, “Linear programming to increase the directly used
    photovoltaic power for charging several electric vehicles,” in <i>2021 IEEE Madrid
    PowerTech</i>, Madrid, Spain, 2021, pp. 1–6.
  mla: Schulte, Katrin, and Jens Haubrock. “Linear Programming to Increase the Directly
    Used Photovoltaic Power for Charging Several Electric Vehicles.” <i>2021 IEEE
    Madrid PowerTech</i>, IEEE, 2021, pp. 1–6, doi:<a href="https://doi.org/10.1109/PowerTech46648.2021.9494914">10.1109/PowerTech46648.2021.9494914</a>.
  short: 'K. Schulte, J. Haubrock, in: 2021 IEEE Madrid PowerTech, IEEE, 2021, pp.
    1–6.'
conference:
  end_date: 2021-07-02
  location: Madrid, Spain
  name: 2021 IEEE Madrid PowerTech
  start_date: 2021-06-28
date_created: 2023-07-28T06:47:10Z
date_updated: 2026-03-17T15:28:44Z
doi: 10.1109/PowerTech46648.2021.9494914
language:
- iso: eng
page: 1-6
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2021 IEEE Madrid PowerTech
publication_identifier:
  eisbn:
  - 978-1-6654-3597-0
publication_status: published
publisher: IEEE
status: public
title: Linear programming to increase the directly used photovoltaic power for charging
  several electric vehicles
type: conference
user_id: '220548'
year: '2021'
...
---
_id: '3375'
author:
- first_name: Marvin
  full_name: Schwienheer, Marvin
  last_name: Schwienheer
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- 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;">Schwienheer, Marvin</span> ; <span
    style="font-variant:small-caps;">Schulte, Katrin</span> ; <span style="font-variant:small-caps;">Kröger,
    Kersten</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    Realization of a power distributing electric vehicle charging system. In: <span
    style="font-variant:small-caps;">Schulz, D.</span> (Hrsg.): <i>NEIS 2021. Conference
    on Sustainable Energy Supply and Energy Storage Systems Hamburg, 13 – 14 September
    2021</i>. Berlin : VDE Verlag GmbH, 2021, S. 249–253'
  ama: 'Schwienheer M, Schulte K, Kröger K, Haubrock J. Realization of a power distributing
    electric vehicle charging system. In: Schulz D, ed. <i>NEIS 2021. Conference on
    Sustainable Energy Supply and Energy Storage Systems Hamburg, 13 – 14 September
    2021</i>. Berlin: VDE Verlag GmbH; 2021:249-253.'
  apa: 'Schwienheer, M., Schulte, K., Kröger, K., &#38; Haubrock, J. (2021). Realization
    of a power distributing electric vehicle charging system. In D. Schulz (Ed.),
    <i>NEIS 2021. Conference on Sustainable Energy Supply and Energy Storage Systems
    Hamburg, 13 – 14 September 2021</i> (pp. 249–253). Berlin: VDE Verlag GmbH.'
  bibtex: '@inproceedings{Schwienheer_Schulte_Kröger_Haubrock_2021, place={Berlin},
    title={Realization of a power distributing electric vehicle charging system},
    booktitle={NEIS 2021. Conference on Sustainable Energy Supply and Energy Storage
    Systems Hamburg, 13 – 14 September 2021}, publisher={VDE Verlag GmbH}, author={Schwienheer,
    Marvin and Schulte, Katrin and Kröger, Kersten and Haubrock, Jens}, editor={Schulz,
    DetlefEditor}, year={2021}, pages={249–253} }'
  chicago: 'Schwienheer, Marvin, Katrin Schulte, Kersten Kröger, and Jens Haubrock.
    “Realization of a Power Distributing Electric Vehicle Charging System.” In <i>NEIS
    2021. Conference on Sustainable Energy Supply and Energy Storage Systems Hamburg,
    13 – 14 September 2021</i>, edited by Detlef Schulz, 249–53. Berlin: VDE Verlag
    GmbH, 2021.'
  ieee: M. Schwienheer, K. Schulte, K. Kröger, and J. Haubrock, “Realization of a
    power distributing electric vehicle charging system,” in <i>NEIS 2021. Conference
    on Sustainable Energy Supply and Energy Storage Systems Hamburg, 13 – 14 September
    2021</i>, Hamburg, 2021, pp. 249–253.
  mla: Schwienheer, Marvin, et al. “Realization of a Power Distributing Electric Vehicle
    Charging System.” <i>NEIS 2021. Conference on Sustainable Energy Supply and Energy
    Storage Systems Hamburg, 13 – 14 September 2021</i>, edited by Detlef Schulz,
    VDE Verlag GmbH, 2021, pp. 249–53.
  short: 'M. Schwienheer, K. Schulte, K. Kröger, J. Haubrock, in: D. Schulz (Ed.),
    NEIS 2021. Conference on Sustainable Energy Supply and Energy Storage Systems
    Hamburg, 13 – 14 September 2021, VDE Verlag GmbH, Berlin, 2021, pp. 249–253.'
conference:
  end_date: 2021-09-14
  location: Hamburg
  name: NEIS 2021 - Conference on Sustainable Energy Supply and Energy Storage Systems
  start_date: 2021-09-13
date_created: 2023-07-28T06:49:13Z
date_updated: 2026-03-17T15:28:44Z
editor:
- first_name: Detlef
  full_name: Schulz, Detlef
  last_name: Schulz
language:
- iso: eng
page: 249-253
place: Berlin
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: NEIS 2021. Conference on Sustainable Energy Supply and Energy Storage
  Systems Hamburg, 13 – 14 September 2021
publication_identifier:
  isbn:
  - 978-3-8007-5651-3
publisher: VDE Verlag GmbH
status: public
title: Realization of a power distributing electric vehicle charging system
type: conference
user_id: '220548'
year: '2021'
...
---
_id: '3355'
author:
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Oliver
  full_name: Runde, Oliver
  last_name: Runde
- 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;">Schulte, Katrin</span> ; <span
    style="font-variant:small-caps;">Runde, Oliver</span> ; <span style="font-variant:small-caps;">Kelker,
    Michael</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    Prediction of the local cloud cover to optimize photovoltaic system power forecast.
    In: <i>2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)</i> :
    IEEE, 2021, S. 01–05'
  ama: 'Schulte K, Runde O, Kelker M, Haubrock J. Prediction of the local cloud cover
    to optimize photovoltaic system power forecast. In: <i>2021 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT Europe)</i>. IEEE; 2021:01-05. doi:<a href="https://doi.org/10.1109/ISGTEurope52324.2021.9640074">10.1109/ISGTEurope52324.2021.9640074</a>'
  apa: 'Schulte, K., Runde, O., Kelker, M., &#38; Haubrock, J. (2021). Prediction
    of the local cloud cover to optimize photovoltaic system power forecast. In <i>2021
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)</i> (pp. 01–05).
    Espoo, Finland: IEEE. <a href="https://doi.org/10.1109/ISGTEurope52324.2021.9640074">https://doi.org/10.1109/ISGTEurope52324.2021.9640074</a>'
  bibtex: '@inproceedings{Schulte_Runde_Kelker_Haubrock_2021, title={Prediction of
    the local cloud cover to optimize photovoltaic system power forecast}, DOI={<a
    href="https://doi.org/10.1109/ISGTEurope52324.2021.9640074">10.1109/ISGTEurope52324.2021.9640074</a>},
    booktitle={2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)},
    publisher={IEEE}, author={Schulte, Katrin and Runde, Oliver and Kelker, Michael
    and Haubrock, Jens}, year={2021}, pages={01–05} }'
  chicago: Schulte, Katrin, Oliver Runde, Michael Kelker, and Jens Haubrock. “Prediction
    of the Local Cloud Cover to Optimize Photovoltaic System Power Forecast.” In <i>2021
    IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)</i>, 01–05. IEEE,
    2021. <a href="https://doi.org/10.1109/ISGTEurope52324.2021.9640074">https://doi.org/10.1109/ISGTEurope52324.2021.9640074</a>.
  ieee: K. Schulte, O. Runde, M. Kelker, and J. Haubrock, “Prediction of the local
    cloud cover to optimize photovoltaic system power forecast,” in <i>2021 IEEE PES
    Innovative Smart Grid Technologies Europe (ISGT Europe)</i>, Espoo, Finland, 2021,
    pp. 01–05.
  mla: Schulte, Katrin, et al. “Prediction of the Local Cloud Cover to Optimize Photovoltaic
    System Power Forecast.” <i>2021 IEEE PES Innovative Smart Grid Technologies Europe
    (ISGT Europe)</i>, IEEE, 2021, pp. 01–05, doi:<a href="https://doi.org/10.1109/ISGTEurope52324.2021.9640074">10.1109/ISGTEurope52324.2021.9640074</a>.
  short: 'K. Schulte, O. Runde, M. Kelker, J. Haubrock, in: 2021 IEEE PES Innovative
    Smart Grid Technologies Europe (ISGT Europe), IEEE, 2021, pp. 01–05.'
conference:
  end_date: 2021-10-21
  location: Espoo, Finland
  name: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)
  start_date: 2021-10-18
date_created: 2023-07-26T08:36:39Z
date_updated: 2026-03-17T15:28:43Z
doi: 10.1109/ISGTEurope52324.2021.9640074
language:
- iso: eng
page: 01-05
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)
publication_identifier:
  eisbn:
  - 978-1-6654-4875-8
publication_status: published
publisher: IEEE
status: public
title: Prediction of the local cloud cover to optimize photovoltaic system power forecast
type: conference
user_id: '220548'
year: '2021'
...
---
_id: '3353'
author:
- first_name: Michael
  full_name: Kelker, Michael
  id: '208838'
  last_name: Kelker
- first_name: Amina
  full_name: Berrada, Amina
  last_name: Berrada
- 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;">Kelker, Michael</span> ; <span
    style="font-variant:small-caps;">Berrada, Amina</span> ; <span style="font-variant:small-caps;">Schulte,
    Katrin</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>:
    Entwicklung und Validierung eines optimalen Platzierungsalgorithmus für µPMUS
    im Niederspannungsnetz. In: <i>EnInnov 2020; 16. Symposium Energieinnovation</i>,
    2020'
  ama: 'Kelker M, Berrada A, Schulte K, Haubrock J. Entwicklung und Validierung eines
    optimalen Platzierungsalgorithmus für µPMUS im Niederspannungsnetz. In: <i>EnInnov
    2020; 16. Symposium Energieinnovation</i>. ; 2020.'
  apa: Kelker, M., Berrada, A., Schulte, K., &#38; Haubrock, J. (2020). Entwicklung
    und Validierung eines optimalen Platzierungsalgorithmus für µPMUS im Niederspannungsnetz.
    In <i>EnInnov 2020; 16. Symposium Energieinnovation</i>. Graz.
  bibtex: '@inproceedings{Kelker_Berrada_Schulte_Haubrock_2020, title={Entwicklung
    und Validierung eines optimalen Platzierungsalgorithmus für µPMUS im Niederspannungsnetz},
    booktitle={EnInnov 2020; 16. Symposium Energieinnovation}, author={Kelker, Michael
    and Berrada, Amina and Schulte, Katrin and Haubrock, Jens}, year={2020} }'
  chicago: Kelker, Michael, Amina Berrada, Katrin Schulte, and Jens Haubrock. “Entwicklung
    Und Validierung Eines Optimalen Platzierungsalgorithmus Für ΜPMUS Im Niederspannungsnetz.”
    In <i>EnInnov 2020; 16. Symposium Energieinnovation</i>, 2020.
  ieee: M. Kelker, A. Berrada, K. Schulte, and J. Haubrock, “Entwicklung und Validierung
    eines optimalen Platzierungsalgorithmus für µPMUS im Niederspannungsnetz,” in
    <i>EnInnov 2020; 16. Symposium Energieinnovation</i>, Graz, 2020.
  mla: Kelker, Michael, et al. “Entwicklung Und Validierung Eines Optimalen Platzierungsalgorithmus
    Für ΜPMUS Im Niederspannungsnetz.” <i>EnInnov 2020; 16. Symposium Energieinnovation</i>,
    2020.
  short: 'M. Kelker, A. Berrada, K. Schulte, J. Haubrock, in: EnInnov 2020; 16. Symposium
    Energieinnovation, 2020.'
conference:
  end_date: 2020-02-14
  location: Graz
  name: EnInnov 2020; 16. Symposium Energieinnovation
  start_date: 2020-02-12
date_created: 2023-07-26T08:33:18Z
date_updated: 2026-03-17T15:28:43Z
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.tugraz.at/fileadmin/user_upload/tugrazExternal/4778f047-2e50-4e9e-b72d-e5af373f95a4/files/pr/Session_E4/543_PR_Kelker.pdf
oa: '1'
publication: EnInnov 2020; 16. Symposium Energieinnovation
status: public
title: Entwicklung und Validierung eines optimalen Platzierungsalgorithmus für µPMUS
  im Niederspannungsnetz
type: conference
user_id: '216066'
year: '2020'
...
---
_id: '3354'
author:
- first_name: Michael
  full_name: Kelker, Michael
  id: '208838'
  last_name: Kelker
- 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;">Kelker, Michael</span> ; <span
    style="font-variant:small-caps;">Schulte, Katrin</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: State estimation in low-voltage grids by using artificial neural
    networks in consideration of optimal micro phasor measurement unit placement.
    In: <i>NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems</i>,
    2020'
  ama: 'Kelker M, Schulte K, Haubrock J. State estimation in low-voltage grids by
    using artificial neural networks in consideration of optimal micro phasor measurement
    unit placement. In: <i>NEIS 2020; Conference on Sustainable Energy Supply and
    Energy Storage Systems</i>. ; 2020.'
  apa: Kelker, M., Schulte, K., &#38; Haubrock, J. (2020). State estimation in low-voltage
    grids by using artificial neural networks in consideration of optimal micro phasor
    measurement unit placement. In <i>NEIS 2020; Conference on Sustainable Energy
    Supply and Energy Storage Systems</i>. Hamburg.
  bibtex: '@inproceedings{Kelker_Schulte_Haubrock_2020, title={State estimation in
    low-voltage grids by using artificial neural networks in consideration of optimal
    micro phasor measurement unit placement}, booktitle={NEIS 2020; Conference on
    Sustainable Energy Supply and Energy Storage Systems}, author={Kelker, Michael
    and Schulte, Katrin and Haubrock, Jens}, year={2020} }'
  chicago: Kelker, Michael, Katrin Schulte, and Jens Haubrock. “State Estimation in
    Low-Voltage Grids by Using Artificial Neural Networks in Consideration of Optimal
    Micro Phasor Measurement Unit Placement.” In <i>NEIS 2020; Conference on Sustainable
    Energy Supply and Energy Storage Systems</i>, 2020.
  ieee: M. Kelker, K. Schulte, and J. Haubrock, “State estimation in low-voltage grids
    by using artificial neural networks in consideration of optimal micro phasor measurement
    unit placement,” in <i>NEIS 2020; Conference on Sustainable Energy Supply and
    Energy Storage Systems</i>, Hamburg, 2020.
  mla: Kelker, Michael, et al. “State Estimation in Low-Voltage Grids by Using Artificial
    Neural Networks in Consideration of Optimal Micro Phasor Measurement Unit Placement.”
    <i>NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems</i>,
    2020.
  short: 'M. Kelker, K. Schulte, J. Haubrock, in: NEIS 2020; Conference on Sustainable
    Energy Supply and Energy Storage Systems, 2020.'
conference:
  end_date: 2020-05-15
  location: Hamburg
  name: NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems
  start_date: 2020-05-14
date_created: 2023-07-26T08:36:04Z
date_updated: 2026-03-17T15:28:43Z
language:
- iso: eng
publication: NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage
  Systems
status: public
title: State estimation in low-voltage grids by using artificial neural networks in
  consideration of optimal micro phasor measurement unit placement
type: conference
user_id: '216066'
year: '2020'
...
---
_id: '3358'
author:
- first_name: Paul
  full_name: Lohmann, Paul
  last_name: Lohmann
- first_name: Michael
  full_name: Kelker, Michael
  id: '208838'
  last_name: Kelker
- 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;">Lohmann, Paul</span> ; <span style="font-variant:small-caps;">Kelker,
    Michael</span> ; <span style="font-variant:small-caps;">Schulte, Katrin</span>
    ; <span style="font-variant:small-caps;">Haubrock, Jens</span>: Auslegung eines
    Antriebstranges für einen Batterie-Elektrischen Zug. In: <i>EnInnov 2020; 16.
    Symposium Energieinnovation</i>, 2020'
  ama: 'Lohmann P, Kelker M, Schulte K, Haubrock J. Auslegung eines Antriebstranges
    für einen Batterie-Elektrischen Zug. In: <i>EnInnov 2020; 16. Symposium Energieinnovation</i>.
    ; 2020.'
  apa: Lohmann, P., Kelker, M., Schulte, K., &#38; Haubrock, J. (2020). Auslegung
    eines Antriebstranges für einen Batterie-Elektrischen Zug. In <i>EnInnov 2020;
    16. Symposium Energieinnovation</i>. Graz.
  bibtex: '@inproceedings{Lohmann_Kelker_Schulte_Haubrock_2020, title={Auslegung eines
    Antriebstranges für einen Batterie-Elektrischen Zug}, booktitle={EnInnov 2020;
    16. Symposium Energieinnovation}, author={Lohmann, Paul and Kelker, Michael and
    Schulte, Katrin and Haubrock, Jens}, year={2020} }'
  chicago: Lohmann, Paul, Michael Kelker, Katrin Schulte, and Jens Haubrock. “Auslegung
    Eines Antriebstranges Für Einen Batterie-Elektrischen Zug.” In <i>EnInnov 2020;
    16. Symposium Energieinnovation</i>, 2020.
  ieee: P. Lohmann, M. Kelker, K. Schulte, and J. Haubrock, “Auslegung eines Antriebstranges
    für einen Batterie-Elektrischen Zug,” in <i>EnInnov 2020; 16. Symposium Energieinnovation</i>,
    Graz, 2020.
  mla: Lohmann, Paul, et al. “Auslegung Eines Antriebstranges Für Einen Batterie-Elektrischen
    Zug.” <i>EnInnov 2020; 16. Symposium Energieinnovation</i>, 2020.
  short: 'P. Lohmann, M. Kelker, K. Schulte, J. Haubrock, in: EnInnov 2020; 16. Symposium
    Energieinnovation, 2020.'
conference:
  end_date: 2020-02-14
  location: Graz
  name: EnInnov 2020; 16. Symposium Energieinnovation
  start_date: 2020-02-12
date_created: 2023-07-26T08:40:22Z
date_updated: 2026-03-17T15:28:43Z
language:
- iso: eng
publication: EnInnov 2020; 16. Symposium Energieinnovation
status: public
title: Auslegung eines Antriebstranges für einen Batterie-Elektrischen Zug
type: conference
user_id: '249199'
year: '2020'
...
---
_id: '3359'
author:
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- 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;">Schulte, Katrin</span> ; <span
    style="font-variant:small-caps;">Kelker, Michael</span> ; <span style="font-variant:small-caps;">Haubrock,
    Jens</span>: Artificial neural networks to predict the node voltages in a low-voltage
    grid. In: <i>NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage
    Systems</i>, 2020'
  ama: 'Schulte K, Kelker M, Haubrock J. Artificial neural networks to predict the
    node voltages in a low-voltage grid. In: <i>NEIS 2020; Conference on Sustainable
    Energy Supply and Energy Storage Systems</i>. ; 2020.'
  apa: Schulte, K., Kelker, M., &#38; Haubrock, J. (2020). Artificial neural networks
    to predict the node voltages in a low-voltage grid. In <i>NEIS 2020; Conference
    on Sustainable Energy Supply and Energy Storage Systems</i>. Hamburg.
  bibtex: '@inproceedings{Schulte_Kelker_Haubrock_2020, title={Artificial neural networks
    to predict the node voltages in a low-voltage grid}, booktitle={NEIS 2020; Conference
    on Sustainable Energy Supply and Energy Storage Systems}, author={Schulte, Katrin
    and Kelker, Michael and Haubrock, Jens}, year={2020} }'
  chicago: Schulte, Katrin, Michael Kelker, and Jens Haubrock. “Artificial Neural
    Networks to Predict the Node Voltages in a Low-Voltage Grid.” In <i>NEIS 2020;
    Conference on Sustainable Energy Supply and Energy Storage Systems</i>, 2020.
  ieee: K. Schulte, M. Kelker, and J. Haubrock, “Artificial neural networks to predict
    the node voltages in a low-voltage grid,” in <i>NEIS 2020; Conference on Sustainable
    Energy Supply and Energy Storage Systems</i>, Hamburg, 2020.
  mla: Schulte, Katrin, et al. “Artificial Neural Networks to Predict the Node Voltages
    in a Low-Voltage Grid.” <i>NEIS 2020; Conference on Sustainable Energy Supply
    and Energy Storage Systems</i>, 2020.
  short: 'K. Schulte, M. Kelker, J. Haubrock, in: NEIS 2020; Conference on Sustainable
    Energy Supply and Energy Storage Systems, 2020.'
conference:
  end_date: 2020-09-15
  location: Hamburg
  name: NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage Systems
  start_date: 2020-09-04
date_created: 2023-07-26T08:41:42Z
date_updated: 2026-03-17T15:28:43Z
language:
- iso: eng
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: NEIS 2020; Conference on Sustainable Energy Supply and Energy Storage
  Systems
status: public
title: Artificial neural networks to predict the node voltages in a low-voltage grid
type: conference
user_id: '220548'
year: '2020'
...
---
_id: '3350'
author:
- first_name: Michael
  full_name: Kelker, Michael
  id: '208838'
  last_name: Kelker
- first_name: Katrin
  full_name: Schulte, Katrin
  id: '221177'
  last_name: Schulte
- first_name: Dirk
  full_name: Hansmeier, Dirk
  id: '79922'
  last_name: Hansmeier
- first_name: Felix
  full_name: Annen, Felix
  id: '214714'
  last_name: Annen
- first_name: Kersten
  full_name: Kröger, Kersten
  id: '80521'
  last_name: Kröger
- first_name: Paul
  full_name: Lohmann, Paul
  last_name: Lohmann
- 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;">Kelker, Michael</span> ; <span
    style="font-variant:small-caps;">Schulte, Katrin</span> ; <span style="font-variant:small-caps;">Hansmeier,
    Dirk</span> ; <span style="font-variant:small-caps;">Annen, Felix</span> ; <span
    style="font-variant:small-caps;">Kröger, Kersten</span> ; <span style="font-variant:small-caps;">Lohmann,
    Paul</span> ; <span style="font-variant:small-caps;">Haubrock, Jens</span>: Development
    of a forecast model for the prediction of photovoltaic power using neural networks
    and validating the model based on real measurement data of a local photovoltaic
    system. In: <i>2019 IEEE Milan PowerTech</i> : IEEE, 2019, S. 1–6'
  ama: 'Kelker M, Schulte K, Hansmeier D, et al. Development of a forecast model for
    the prediction of photovoltaic power using neural networks and validating the
    model based on real measurement data of a local photovoltaic system. In: <i>2019
    IEEE Milan PowerTech</i>. IEEE; 2019:1-6. doi:<a href="https://doi.org/10.1109/PTC.2019.8810719">10.1109/PTC.2019.8810719</a>'
  apa: 'Kelker, M., Schulte, K., Hansmeier, D., Annen, F., Kröger, K., Lohmann, P.,
    &#38; Haubrock, J. (2019). Development of a forecast model for the prediction
    of photovoltaic power using neural networks and validating the model based on
    real measurement data of a local photovoltaic system. In <i>2019 IEEE Milan PowerTech</i>
    (pp. 1–6). Milan, Italy: IEEE. <a href="https://doi.org/10.1109/PTC.2019.8810719">https://doi.org/10.1109/PTC.2019.8810719</a>'
  bibtex: '@inproceedings{Kelker_Schulte_Hansmeier_Annen_Kröger_Lohmann_Haubrock_2019,
    title={Development of a forecast model for the prediction of photovoltaic power
    using neural networks and validating the model based on real measurement data
    of a local photovoltaic system}, DOI={<a href="https://doi.org/10.1109/PTC.2019.8810719">10.1109/PTC.2019.8810719</a>},
    booktitle={2019 IEEE Milan PowerTech}, publisher={IEEE}, author={Kelker, Michael
    and Schulte, Katrin and Hansmeier, Dirk and Annen, Felix and Kröger, Kersten and
    Lohmann, Paul and Haubrock, Jens}, year={2019}, pages={1–6} }'
  chicago: Kelker, Michael, Katrin Schulte, Dirk Hansmeier, Felix Annen, Kersten Kröger,
    Paul Lohmann, and Jens Haubrock. “Development of a Forecast Model for the Prediction
    of Photovoltaic Power Using Neural Networks and Validating the Model Based on
    Real Measurement Data of a Local Photovoltaic System.” In <i>2019 IEEE Milan PowerTech</i>,
    1–6. IEEE, 2019. <a href="https://doi.org/10.1109/PTC.2019.8810719">https://doi.org/10.1109/PTC.2019.8810719</a>.
  ieee: M. Kelker <i>et al.</i>, “Development of a forecast model for the prediction
    of photovoltaic power using neural networks and validating the model based on
    real measurement data of a local photovoltaic system,” in <i>2019 IEEE Milan PowerTech</i>,
    Milan, Italy, 2019, pp. 1–6.
  mla: Kelker, Michael, et al. “Development of a Forecast Model for the Prediction
    of Photovoltaic Power Using Neural Networks and Validating the Model Based on
    Real Measurement Data of a Local Photovoltaic System.” <i>2019 IEEE Milan PowerTech</i>,
    IEEE, 2019, pp. 1–6, doi:<a href="https://doi.org/10.1109/PTC.2019.8810719">10.1109/PTC.2019.8810719</a>.
  short: 'M. Kelker, K. Schulte, D. Hansmeier, F. Annen, K. Kröger, P. Lohmann, J.
    Haubrock, in: 2019 IEEE Milan PowerTech, IEEE, 2019, pp. 1–6.'
conference:
  location: Milan, Italy
  name: 2019 IEEE Milan PowerTech
date_created: 2023-07-26T08:30:21Z
date_updated: 2026-03-17T15:28:43Z
doi: 10.1109/PTC.2019.8810719
language:
- iso: eng
page: 1-6
publication: 2019 IEEE Milan PowerTech
publication_identifier:
  eisbn:
  - 978-1-5386-4722-6
publication_status: published
publisher: IEEE
status: public
title: Development of a forecast model for the prediction of photovoltaic power using
  neural networks and validating the model based on real measurement data of a local
  photovoltaic system
type: conference
user_id: '216066'
year: '2019'
...