32 Publikationen
2024 | Konferenzbeitrag | FH-PUB-ID: 4400
G. Behrens, N. Theis, A. Boschert, and M. Zehner, “Wolkensegementierung und -matching mit Deep Learning in All Sky Images,” in Tagungsunterlagen 39. PV-Symposium, Kloster Banz, Bad Staffelstein, 2024.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 4399
G. Behrens, D. Hepp, S. Hempelmann, and W. Friedrich , “Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen,” in Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein, Kloster Banz, Bad Staffelstein, 2024.
HSBI-PUB
2024 | Buchbeitrag | FH-PUB-ID: 4397
C. Orlowski, G. Behrens, and K. Karatzas, “Commonalities and Differences in ML-Pipelines for Air Quality Systems,” in Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society, V. Wohlgemuth, D. Kranzlmüller, and M. Höb, Eds. Cham: Springer Nature Switzerland, 2024, pp. 21–37.
HSBI-PUB
| DOI
2024 | Konferenzbeitrag | FH-PUB-ID: 4395
G. Behrens, K. Karaztas, and C. Orlowski, “Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships,” in 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, 2024, pp. 288–297.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 4396
G. Behrens, F. Fehring, and J. Thiel, “Smartmonitoring - eine webbasierte Plattform für das Monitoring von Umweltdaten aus verschiedensten Schnittstellen und Sensoren zur Nutzung für studentische Projekte und Forschungsprototypen,” in 53. Jahrestagung der Gesellschaft für Informatik, {INFORMATIK} 2023, Designing Future - Zukünfte gestalten, Berlin , 2023, pp. 1267–1276.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 2952
G. Behrens, D. Hepp, and S. Hempelmann, “Detektion von Schneebedeckung mittels stringbasierter Monitoringdaten und Methoden des Maschinellen Lernens,” in Tagungsunterlagen zum 37. PV Symposium 2022 , Messe Freiburg, 2022.
HSBI-PUB
2022 | Konferenzbeitrag | FH-PUB-ID: 2953 |
G. Behrens, D. Hepp, S. Hempelmann, and W. Friedrich, “Detection of snow-coverage on PV-modules with images based on CNN-techniques,” in ENVIROINFO 2022, Hamburg, 2022, vol. P328.
HSBI-PUB
| Download (ext.)
2022 | Buch als Herausgeber | FH-PUB-ID: 4398
V. Wohlgemuth, S. Naumann, H.-K. Arndt, G. Behrens, M. Höb, and Gesellschaft für Informatik, Eds., GI Edition Proceedings Band 328 “EnviroInfo 2022” - 26.–28. September 2022 Hamburg, Germany, vol. 328. Bonn-Buschdorf: Köllen, 2022.
HSBI-PUB
2021 | Buchbeitrag | FH-PUB-ID: 3593
W. Klat and H. Brandt-Pook, “A Blueprint for Computer Vision Testing in the Circular Economy,” in Environmental Informatics. A bogeyman or saviour to achieve the UN Sustainable Development Goals?, V. Wohlgemuth, S. Naumann, H. K. Arndt, and G. Behrens, Eds. Düren: Shaker Verlag, 2021, pp. 251–258.
HSBI-PUB
| DOI
2018 | Buchbeitrag | FH-PUB-ID: 3562
G. Behrens et al., “Smart Monitoring System of Air Quality and Wall Humidity Accompanying an Energy Efficient Renovation Process of Apartment Buildings,” in From Science to Society, B. Otjacques, P. Hitzelberger, S. Naumann, and V. Wohlgemuth, Eds. Cham: Springer International Publishing, 2018, pp. 181–189.
HSBI-PUB
| DOI
2018 | Buchbeitrag | FH-PUB-ID: 3670
G. Behrens et al., “Smart Monitoring System of Air Quality and Wall Humidity Accompanying an Energy Efficient Renovation Process of Apartment Buildings,” in From Science to Society, B. Otjacques, P. Hitzelberger, S. Naumann, and V. Wohlgemuth, Eds. Cham: Springer International Publishing, 2018, pp. 181–189.
HSBI-PUB
| DOI
2018 | Artikel | FH-PUB-ID: 3669 |
G. Behrens, K. Schlender, and F. Fehring, “Data mining methods of healthy indoor climate coefficients for comfortable well-being,” Environmental Protection and Natural Resources, vol. 29, no. 3, pp. 7–12, 2018.
HSBI-PUB
| DOI
| Download (ext.)
2017 | Kurzbeitrag Konferenz | FH-PUB-ID: 172
G. Behrens, A. Domnik, K. Mertens, A. Arnds, and M. Diehl, “Digital Image Processing Algorithms for Quality-Enhancement of Electroluminescence Picturing in PV-Fields,” presented at the 33rd European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam, 2017.
HSBI-PUB
| DOI
2017 | Konferenzbeitrag | FH-PUB-ID: 173
G. Behrens, A. Domnik, K. Mertens, A. Arnds, and M. Diehl, “Optimierung eines Bild- und Videoaufnahmesystems zur 266 Elektrolumineszenz-Messung im PV-Feld mit Hilfe von Algorithmen der digitalen Bildverarbeitung,” presented at the 32. Symposium Photovoltaische Solarenergie, Kloster Banz, Bad Staffelstein, 2017.
HSBI-PUB
2016 | Konferenzbeitrag | FH-PUB-ID: 174
G. Behrens, A. Dercho, H. Quakernack, T. Wächter, S. Hempelmann, and I. Kruse, “Data Mining Methods for Failure Classification on PV-Modules Monitored under Field-Conditions,” in European Photovoltaic Solar Energy Conference and Exhibition, München, 2016.
HSBI-PUB
| DOI
2016 | Konferenzbeitrag | FH-PUB-ID: 178
T. Kilper et al., “Potentiale des PV-Anlagen Monitorings auf Modul-Ebende mit integrierter Echtzeit-Simulation des zu erwartenden Ertrags,” presented at the 31. Symposium Photovoltaische Solarenergie, Kloster Banz, Bad Staffelstein, 2016.
HSBI-PUB
2016 | Konferenzbeitrag | FH-PUB-ID: 177
K. Mertens, A. Arnds, G. Behrens, A. Domnik, M. Diehl, and A. Fladung, “LowCost-Outdoor-EL: Die Bilder lernen laufen…,” presented at the 31. Symposium Photovoltaische Solarenergie, Kloster Banz, Bad Staffelstein, 2016.
HSBI-PUB
2016 | Konferenzbeitrag | FH-PUB-ID: 176
K. Mertens, A. Arnds, G. Behrens, and A. Domnik, “LowCost-Outdoor-Electroluminescence: Significant Improvements of the Method,” presented at the 32nd European Photovoltaic Solar Energy Conference and Exhibition, München, 2016.
HSBI-PUB
2016 | Konferenzbeitrag | FH-PUB-ID: 175
J. Weicht, F. Hamelmann, and G. Behrens, “Changes in temperature-coefficient of the diode model caused by light-induced degradation of a-Si/μc-Si solar cells,” presented at the 32nd European Photovoltaic Solar Energy Conference and Exhibition, München, 2016.
HSBI-PUB
| DOI
2016 | Artikel | FH-PUB-ID: 3516
F. Hamelmann, J. A. Weicht, and G. Behrens, “Light-Induced Degradation of Thin Film Silicon Solar Cells,” Journal of Physics: Conference Series, vol. 682, 2016.
HSBI-PUB
| DOI
| Download (ext.)
2016 | Artikel | FH-PUB-ID: 3515
J. A. Weicht, F. Hamelmann, and G. Behrens, “Simulation of light-induced degradation of μc-Si in a-Si/μc-Si tandem solar cells by the diode equivalent circuit,” Journal of Physics: Conference Series, vol. 682, 2016.
HSBI-PUB
| DOI
| Download (ext.)
2016 | Konferenzbeitrag | FH-PUB-ID: 3514
J. A. Weicht, F. Hamelmann, and G. Behrens, “Changes in Temperature-Coefficient of the Diode Model Caused by Light-Induced Degradation of a-Si/µc-Si Solar Cells,” presented at the European Photovoltaic Solar Energy Conference and Exhibition, 2016.
HSBI-PUB
| DOI
2016 | Artikel | FH-PUB-ID: 171 |
J. Weicht, R. Rasch, G. Behrens, and F. Hamelmann, “Performance characterization of thin-film-silicon based solar modules under clouded and clear sky conditions in comparison to crystalline silicon modules,” Electronic Materials Letters, vol. 12, no. 4, pp. 468–471, 2016.
HSBI-PUB
| DOI
| Download (ext.)
2015 | Artikel | FH-PUB-ID: 169
S. Bamberg et al., “Development of a theory-driven, webbased behavioral change support system for environmentally friendly mobility behavior,” Journal of American Marketing, 2015.
HSBI-PUB
2015 | Konferenzbeitrag | FH-PUB-ID: 3518
J. A. Weicht, R. Rasch, G. Behrens, and F. Hamelmann, “Changing of the Parameters of the ‘three-Diode Model’ by Light-Induced Degradation at Different Degradation Temperatures of a-Si/µc-Si Solar Cells,” presented at the European Photovoltaic Solar Energy Conference and Exhibition, 2015.
HSBI-PUB
| DOI
2015 | Konferenzbeitrag | FH-PUB-ID: 3517
J. A. Weicht, F. Hamelmann, and G. Behrens, “Changing in irradiation behavior and temperature-coefficient variation caused by light-induced degradation of a-Si/μc-Si solar cells,” in 2015 IEEE 42nd Photovoltaic Specialist Conference (PVSC), New Orleans, LA, 2015, pp. 1–4.
HSBI-PUB
| DOI
2014 | Artikel | FH-PUB-ID: 170
S. Bamberg et al., “Theoriegeleitete Entwicklung eines webbasierten Unterstützungssystems zur Förderung klimaschonender Alltagsmobilität,” Umweltpsychologie, 2014.
HSBI-PUB
2013 | Konferenzbeitrag | FH-PUB-ID: 3566
J. Weicht, G. Behrens, and F. Hamelmann, “Light-Induced Degradation of a-Si/µ-Si Thin Film Solar Cells under Different Climate Conditions and Its Influence on Performance,” presented at the European Photovoltaic Solar Energy Conference and Exhibition, 2013.
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32 Publikationen
2024 | Konferenzbeitrag | FH-PUB-ID: 4400
G. Behrens, N. Theis, A. Boschert, and M. Zehner, “Wolkensegementierung und -matching mit Deep Learning in All Sky Images,” in Tagungsunterlagen 39. PV-Symposium, Kloster Banz, Bad Staffelstein, 2024.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 4399
G. Behrens, D. Hepp, S. Hempelmann, and W. Friedrich , “Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen,” in Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein, Kloster Banz, Bad Staffelstein, 2024.
HSBI-PUB
2024 | Buchbeitrag | FH-PUB-ID: 4397
C. Orlowski, G. Behrens, and K. Karatzas, “Commonalities and Differences in ML-Pipelines for Air Quality Systems,” in Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society, V. Wohlgemuth, D. Kranzlmüller, and M. Höb, Eds. Cham: Springer Nature Switzerland, 2024, pp. 21–37.
HSBI-PUB
| DOI
2024 | Konferenzbeitrag | FH-PUB-ID: 4395
G. Behrens, K. Karaztas, and C. Orlowski, “Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships,” in 57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, 2024, pp. 288–297.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 4396
G. Behrens, F. Fehring, and J. Thiel, “Smartmonitoring - eine webbasierte Plattform für das Monitoring von Umweltdaten aus verschiedensten Schnittstellen und Sensoren zur Nutzung für studentische Projekte und Forschungsprototypen,” in 53. Jahrestagung der Gesellschaft für Informatik, {INFORMATIK} 2023, Designing Future - Zukünfte gestalten, Berlin , 2023, pp. 1267–1276.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 2952
G. Behrens, D. Hepp, and S. Hempelmann, “Detektion von Schneebedeckung mittels stringbasierter Monitoringdaten und Methoden des Maschinellen Lernens,” in Tagungsunterlagen zum 37. PV Symposium 2022 , Messe Freiburg, 2022.
HSBI-PUB
2022 | Konferenzbeitrag | FH-PUB-ID: 2953 |
G. Behrens, D. Hepp, S. Hempelmann, and W. Friedrich, “Detection of snow-coverage on PV-modules with images based on CNN-techniques,” in ENVIROINFO 2022, Hamburg, 2022, vol. P328.
HSBI-PUB
| Download (ext.)
2022 | Buch als Herausgeber | FH-PUB-ID: 4398
V. Wohlgemuth, S. Naumann, H.-K. Arndt, G. Behrens, M. Höb, and Gesellschaft für Informatik, Eds., GI Edition Proceedings Band 328 “EnviroInfo 2022” - 26.–28. September 2022 Hamburg, Germany, vol. 328. Bonn-Buschdorf: Köllen, 2022.
HSBI-PUB
2021 | Buchbeitrag | FH-PUB-ID: 3593
W. Klat and H. Brandt-Pook, “A Blueprint for Computer Vision Testing in the Circular Economy,” in Environmental Informatics. A bogeyman or saviour to achieve the UN Sustainable Development Goals?, V. Wohlgemuth, S. Naumann, H. K. Arndt, and G. Behrens, Eds. Düren: Shaker Verlag, 2021, pp. 251–258.
HSBI-PUB
| DOI
2018 | Buchbeitrag | FH-PUB-ID: 3562
G. Behrens et al., “Smart Monitoring System of Air Quality and Wall Humidity Accompanying an Energy Efficient Renovation Process of Apartment Buildings,” in From Science to Society, B. Otjacques, P. Hitzelberger, S. Naumann, and V. Wohlgemuth, Eds. Cham: Springer International Publishing, 2018, pp. 181–189.
HSBI-PUB
| DOI
2018 | Buchbeitrag | FH-PUB-ID: 3670
G. Behrens et al., “Smart Monitoring System of Air Quality and Wall Humidity Accompanying an Energy Efficient Renovation Process of Apartment Buildings,” in From Science to Society, B. Otjacques, P. Hitzelberger, S. Naumann, and V. Wohlgemuth, Eds. Cham: Springer International Publishing, 2018, pp. 181–189.
HSBI-PUB
| DOI
2018 | Artikel | FH-PUB-ID: 3669 |
G. Behrens, K. Schlender, and F. Fehring, “Data mining methods of healthy indoor climate coefficients for comfortable well-being,” Environmental Protection and Natural Resources, vol. 29, no. 3, pp. 7–12, 2018.
HSBI-PUB
| DOI
| Download (ext.)
2017 | Kurzbeitrag Konferenz | FH-PUB-ID: 172
G. Behrens, A. Domnik, K. Mertens, A. Arnds, and M. Diehl, “Digital Image Processing Algorithms for Quality-Enhancement of Electroluminescence Picturing in PV-Fields,” presented at the 33rd European Photovoltaic Solar Energy Conference and Exhibition, Amsterdam, 2017.
HSBI-PUB
| DOI
2017 | Konferenzbeitrag | FH-PUB-ID: 173
G. Behrens, A. Domnik, K. Mertens, A. Arnds, and M. Diehl, “Optimierung eines Bild- und Videoaufnahmesystems zur 266 Elektrolumineszenz-Messung im PV-Feld mit Hilfe von Algorithmen der digitalen Bildverarbeitung,” presented at the 32. Symposium Photovoltaische Solarenergie, Kloster Banz, Bad Staffelstein, 2017.
HSBI-PUB
2016 | Konferenzbeitrag | FH-PUB-ID: 174
G. Behrens, A. Dercho, H. Quakernack, T. Wächter, S. Hempelmann, and I. Kruse, “Data Mining Methods for Failure Classification on PV-Modules Monitored under Field-Conditions,” in European Photovoltaic Solar Energy Conference and Exhibition, München, 2016.
HSBI-PUB
| DOI
2016 | Konferenzbeitrag | FH-PUB-ID: 178
T. Kilper et al., “Potentiale des PV-Anlagen Monitorings auf Modul-Ebende mit integrierter Echtzeit-Simulation des zu erwartenden Ertrags,” presented at the 31. Symposium Photovoltaische Solarenergie, Kloster Banz, Bad Staffelstein, 2016.
HSBI-PUB
2016 | Konferenzbeitrag | FH-PUB-ID: 177
K. Mertens, A. Arnds, G. Behrens, A. Domnik, M. Diehl, and A. Fladung, “LowCost-Outdoor-EL: Die Bilder lernen laufen…,” presented at the 31. Symposium Photovoltaische Solarenergie, Kloster Banz, Bad Staffelstein, 2016.
HSBI-PUB
2016 | Konferenzbeitrag | FH-PUB-ID: 176
K. Mertens, A. Arnds, G. Behrens, and A. Domnik, “LowCost-Outdoor-Electroluminescence: Significant Improvements of the Method,” presented at the 32nd European Photovoltaic Solar Energy Conference and Exhibition, München, 2016.
HSBI-PUB
2016 | Konferenzbeitrag | FH-PUB-ID: 175
J. Weicht, F. Hamelmann, and G. Behrens, “Changes in temperature-coefficient of the diode model caused by light-induced degradation of a-Si/μc-Si solar cells,” presented at the 32nd European Photovoltaic Solar Energy Conference and Exhibition, München, 2016.
HSBI-PUB
| DOI
2016 | Artikel | FH-PUB-ID: 3516
F. Hamelmann, J. A. Weicht, and G. Behrens, “Light-Induced Degradation of Thin Film Silicon Solar Cells,” Journal of Physics: Conference Series, vol. 682, 2016.
HSBI-PUB
| DOI
| Download (ext.)
2016 | Artikel | FH-PUB-ID: 3515
J. A. Weicht, F. Hamelmann, and G. Behrens, “Simulation of light-induced degradation of μc-Si in a-Si/μc-Si tandem solar cells by the diode equivalent circuit,” Journal of Physics: Conference Series, vol. 682, 2016.
HSBI-PUB
| DOI
| Download (ext.)
2016 | Konferenzbeitrag | FH-PUB-ID: 3514
J. A. Weicht, F. Hamelmann, and G. Behrens, “Changes in Temperature-Coefficient of the Diode Model Caused by Light-Induced Degradation of a-Si/µc-Si Solar Cells,” presented at the European Photovoltaic Solar Energy Conference and Exhibition, 2016.
HSBI-PUB
| DOI
2016 | Artikel | FH-PUB-ID: 171 |
J. Weicht, R. Rasch, G. Behrens, and F. Hamelmann, “Performance characterization of thin-film-silicon based solar modules under clouded and clear sky conditions in comparison to crystalline silicon modules,” Electronic Materials Letters, vol. 12, no. 4, pp. 468–471, 2016.
HSBI-PUB
| DOI
| Download (ext.)
2015 | Artikel | FH-PUB-ID: 169
S. Bamberg et al., “Development of a theory-driven, webbased behavioral change support system for environmentally friendly mobility behavior,” Journal of American Marketing, 2015.
HSBI-PUB
2015 | Konferenzbeitrag | FH-PUB-ID: 3518
J. A. Weicht, R. Rasch, G. Behrens, and F. Hamelmann, “Changing of the Parameters of the ‘three-Diode Model’ by Light-Induced Degradation at Different Degradation Temperatures of a-Si/µc-Si Solar Cells,” presented at the European Photovoltaic Solar Energy Conference and Exhibition, 2015.
HSBI-PUB
| DOI
2015 | Konferenzbeitrag | FH-PUB-ID: 3517
J. A. Weicht, F. Hamelmann, and G. Behrens, “Changing in irradiation behavior and temperature-coefficient variation caused by light-induced degradation of a-Si/μc-Si solar cells,” in 2015 IEEE 42nd Photovoltaic Specialist Conference (PVSC), New Orleans, LA, 2015, pp. 1–4.
HSBI-PUB
| DOI
2014 | Artikel | FH-PUB-ID: 170
S. Bamberg et al., “Theoriegeleitete Entwicklung eines webbasierten Unterstützungssystems zur Förderung klimaschonender Alltagsmobilität,” Umweltpsychologie, 2014.
HSBI-PUB
2013 | Konferenzbeitrag | FH-PUB-ID: 3566
J. Weicht, G. Behrens, and F. Hamelmann, “Light-Induced Degradation of a-Si/µ-Si Thin Film Solar Cells under Different Climate Conditions and Its Influence on Performance,” presented at the European Photovoltaic Solar Energy Conference and Exhibition, 2013.
HSBI-PUB
| DOI