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Document type:
Zeitschriftenaufsatz 
Author(s):
Krapf, Sebastian; Kemmerzell, Nils; Khawaja Haseeb Uddin, Syed; Hack Vázquez, Manuel; Netzler, Fabian; Lienkamp, Markus 
Title:
Towards Scalable Economic Photovoltaic Potential Analysis Using Aerial Images and Deep Learning 
Abstract:
Roof-mounted photovoltaic systems play a critical role in the global transition to renewable energy generation. An analysis of roof photovoltaic potential is an important tool for supporting decision-making and for accelerating new installations. State of the art uses 3D data to conduct potential analyses with high spatial resolution, limiting the study area to places with available 3D data. Recent advances in deep learning allow the required roof information from aerial images to be extracted....    »
 
Keywords:
FTM Smarte Mobilität 
Journal title:
Energies 
Year:
2021 
Journal volume:
14 
Journal issue:
13 
Pages contribution:
3800 
Covered by:
Scopus 
Reviewed:
ja 
Language:
en 
Fulltext / DOI:
Publisher:
MDPI AG 
E-ISSN:
1996-1073 
Date of publication:
24.06.2021 
TUM Institution:
Lehrstuhl für Fahrzeugtechnik