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The application of image recognition methods to improve the performance of waste-to-energy plantsplants 

EnviroInfo 2022 Schwark, Fenja; Garmatter, Henriette; Davila, Maria; Dawel, Lisa; Pehlken, Alexandra; Cyris, Fabian; Scharf, Roland
In this paper, we present an image recognition method to improve the performance of waste-to-energy plants. Thermal treatment of waste in waste-to-energy plants is central for the treatment of municipal solid waste. The heterogeneous nature of municipal solid waste results in a fluctuating lower calorific value to which ...

Detection of snow-coverage on PV-modules with images based on CNN-techniques 

EnviroInfo 2022 Hepp, Dennis; Hempelmann, Sebastian; Behrens, Grit; Friedrich, Werner
The transition from fossil fuels to renewable energy is considered as very meaningful to mitigate climate change. To integrate weather-dependent energies firmly into the power grid, a forecast of the energy yield is very important. This paper is about renewable energy generation by photovoltaic (PV) systems. The yield ...

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Author

Behrens, Grit (1)Cyris, Fabian (1)Davila, Maria (1)Dawel, Lisa (1)Friedrich, Werner (1)Garmatter, Henriette (1)Hempelmann, Sebastian (1)Hepp, Dennis (1)Pehlken, Alexandra (1)Scharf, Roland (1)... View More

Subject

image recognition (2)
convolutional neural network (1)machine learning (1)photovoltaic (1)process modeling (1)python (1)snowdetection (1)waste properties (1)waste-to-energy (1)... View More

Date Issued

2022 (2)

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Yes (2)

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Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.