[{"volume":"P328","date_created":"2023-05-23T16:08:36Z","jel":["D83"],"title":"Detection of snow-coverage on PV-modules with images based on CNN-techniques","external_id":{"unknown":["http://dl.gi.de/handle/20.500.12116/39404"]},"department":[{"_id":"102"}],"quality_controlled":"1","keyword":["convolutional neural network","photovoltaic modules","snow detection","machine learning"],"publication_status":"published","publication":"ENVIROINFO 2022","series_title":"Lecture Notes in Informatics (LNI) - Proceedings, Volume P-328","corporate_editor":["Gesellschaft für Informatik e.V."],"main_file_link":[{"open_access":"1","url":"http://dl.gi.de/handle/20.500.12116/39404"}],"user_id":"237837","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)"}],"oa":"1","publication_identifier":{"isbn":["\t978-3-88579-722-7"],"issn":["\t1617-5468"]},"type":"conference","date_updated":"2026-03-17T15:28:39Z","status":"public","conference":{"end_date":"2022-09-30","start_date":"2022-09-26","location":"Hamburg","name":"EnviroInfo 2022"},"author":[{"last_name":"Behrens","orcid":"0009-0009-0247-8204","full_name":"Behrens, Grit","first_name":"Grit","id":"207629"},{"first_name":"Dennis","last_name":"Hepp","full_name":"Hepp, Dennis"},{"first_name":"Sebastian","full_name":"Hempelmann, Sebastian","last_name":"Hempelmann"},{"first_name":"Werner ","full_name":"Friedrich, Werner ","last_name":"Friedrich"}],"citation":{"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} }","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","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.","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.","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.","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."},"place":"Bonn","language":[{"iso":"eng"}],"editor":[{"first_name":"Volker ","full_name":"Wohlgemuth, Volker ","last_name":"Wohlgemuth"},{"first_name":"Stefan ","last_name":"Naumann","full_name":"Naumann, Stefan "},{"first_name":"Hans-Knud","last_name":"Arnd","full_name":"Arnd, Hans-Knud"},{"full_name":"Behrens, Grit ","last_name":"Behrens","first_name":"Grit "},{"first_name":"Maximilian","full_name":"Höb, Maximilian","last_name":"Höb"}],"_id":"2953","year":"2022"}]