---
_id: '2953'
author:
- first_name: Grit
  full_name: Behrens, Grit
  id: '207629'
  last_name: Behrens
  orcid: 0009-0009-0247-8204
- first_name: Dennis
  full_name: Hepp, Dennis
  last_name: Hepp
- first_name: Sebastian
  full_name: Hempelmann, Sebastian
  last_name: Hempelmann
- first_name: 'Werner '
  full_name: 'Friedrich, Werner '
  last_name: Friedrich
citation:
  alphadin: '<span style="font-variant:small-caps;">Behrens, Grit</span> ; <span style="font-variant:small-caps;">Hepp,
    Dennis</span> ; <span style="font-variant:small-caps;">Hempelmann, Sebastian</span>
    ; <span style="font-variant:small-caps;">Friedrich, Werner </span>: Detection
    of snow-coverage on PV-modules with images based on CNN-techniques. In: <span
    style="font-variant:small-caps;">Wohlgemuth, V.</span> ; <span style="font-variant:small-caps;">Naumann,
    S.</span> ; <span style="font-variant:small-caps;">Arnd, H.-K.</span> ; <span
    style="font-variant:small-caps;">Behrens, G.</span> ; <span style="font-variant:small-caps;">Höb,
    M.</span> ; <span style="font-variant:small-caps;">Gesellschaft für Informatik
    e.V.</span> (Hrsg.): <i>ENVIROINFO 2022</i>, <i>Lecture Notes in Informatics (LNI)
    - Proceedings, Volume P-328</i>. Bd. P328. Bonn, 2022'
  ama: 'Behrens G, Hepp D, Hempelmann S, Friedrich W. Detection of snow-coverage on
    PV-modules with images based on CNN-techniques. In: Wohlgemuth V, Naumann S, Arnd
    H-K, Behrens G, Höb M, Gesellschaft für Informatik e.V., eds. <i>ENVIROINFO 2022</i>.
    Vol P328. Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328. Bonn;
    2022.'
  apa: Behrens, G., Hepp, D., Hempelmann, S., &#38; Friedrich, W. (2022). Detection
    of snow-coverage on PV-modules with images based on CNN-techniques. In V. Wohlgemuth,
    S. Naumann, H.-K. Arnd, G. Behrens, M. Höb, &#38; Gesellschaft für Informatik
    e.V. (Eds.), <i>ENVIROINFO 2022</i> (Vol. P328). Bonn.
  bibtex: '@inproceedings{Behrens_Hepp_Hempelmann_Friedrich_2022, place={Bonn}, series={Lecture
    Notes in Informatics (LNI) - Proceedings, Volume P-328}, title={Detection of snow-coverage
    on PV-modules with images based on CNN-techniques}, volume={P328}, booktitle={ENVIROINFO
    2022}, author={Behrens, Grit and Hepp, Dennis and Hempelmann, Sebastian and Friedrich,
    Werner }, editor={Wohlgemuth, Volker  and Naumann, Stefan  and Arnd, Hans-Knud
    and Behrens, Grit  and Höb, Maximilian and Gesellschaft für Informatik e.V.Editors},
    year={2022}, collection={Lecture Notes in Informatics (LNI) - Proceedings, Volume
    P-328} }'
  chicago: Behrens, Grit, Dennis Hepp, Sebastian Hempelmann, and Werner  Friedrich.
    “Detection of Snow-Coverage on PV-Modules with Images Based on CNN-Techniques.”
    In <i>ENVIROINFO 2022</i>, edited by Volker  Wohlgemuth, Stefan  Naumann, Hans-Knud
    Arnd, Grit  Behrens, Maximilian Höb, and Gesellschaft für Informatik e.V., Vol.
    P328. Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328. Bonn, 2022.
  ieee: G. Behrens, D. Hepp, S. Hempelmann, and W. Friedrich, “Detection of snow-coverage
    on PV-modules with images based on CNN-techniques,” in <i>ENVIROINFO 2022</i>,
    Hamburg, 2022, vol. P328.
  mla: Behrens, Grit, et al. “Detection of Snow-Coverage on PV-Modules with Images
    Based on CNN-Techniques.” <i>ENVIROINFO 2022</i>, edited by Volker  Wohlgemuth
    et al., vol. P328, 2022.
  short: 'G. Behrens, D. Hepp, S. Hempelmann, W. Friedrich, in: V. Wohlgemuth, S.
    Naumann, H.-K. Arnd, G. Behrens, M. Höb, Gesellschaft für Informatik e.V. (Eds.),
    ENVIROINFO 2022, Bonn, 2022.'
conference:
  end_date: 2022-09-30
  location: Hamburg
  name: EnviroInfo 2022
  start_date: 2022-09-26
corporate_editor:
- Gesellschaft für Informatik e.V.
date_created: 2023-05-23T16:08:36Z
date_updated: 2026-03-17T15:28:39Z
department:
- _id: '102'
editor:
- first_name: 'Volker '
  full_name: 'Wohlgemuth, Volker '
  last_name: Wohlgemuth
- first_name: 'Stefan '
  full_name: 'Naumann, Stefan '
  last_name: Naumann
- first_name: Hans-Knud
  full_name: Arnd, Hans-Knud
  last_name: Arnd
- first_name: 'Grit '
  full_name: 'Behrens, Grit '
  last_name: Behrens
- first_name: Maximilian
  full_name: Höb, Maximilian
  last_name: Höb
external_id:
  unknown:
  - http://dl.gi.de/handle/20.500.12116/39404
jel:
- D83
keyword:
- convolutional neural network
- photovoltaic modules
- snow detection
- machine learning
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://dl.gi.de/handle/20.500.12116/39404
oa: '1'
place: Bonn
project:
- _id: A82B586E-C7DA-11E9-B0AE-1F4CB252D58D
  name: Adaptive Ertragsprognose mit data-Mining im PV-Feld auf Grundlage iener digitalen
    Signatur der PV-Module und der Systemkomponenten (PV digital 4.0)
publication: ENVIROINFO 2022
publication_identifier:
  isbn:
  - "\t978-3-88579-722-7"
  issn:
  - "\t1617-5468"
publication_status: published
quality_controlled: '1'
series_title: Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328
status: public
title: Detection of snow-coverage on PV-modules with images based on CNN-techniques
type: conference
user_id: '237837'
volume: P328
year: '2022'
...