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Potential Determination of Urban Rooftop Photovoltaics

Authors: Fakhraian, Elham; Alier Forment, Marc;

Potential Determination of Urban Rooftop Photovoltaics

Abstract

Solar energy is one of the most promising sustainable energy, and urban environments can be considered high-potential energy producers by producing electricity from rooftop-mounted photovoltaic systems. Electricity production from solar energy and the needed parameters to define the optimal locations require an adequate study; however, effective guidelines for optimal installation of solar photovoltaics remain a challenge. This thesis aims to develop a uniform accurate multi-factor method that uses uniform open data sources to determine urban rooftop's photovoltaic potential.

Peer Reviewed

Keywords

:Informàtica::Intel·ligència artificial::Aprenentatge automàtic [Àrees temàtiques de la UPC], :Energies::Energia solar fotovoltaica [Àrees temàtiques de la UPC], Instal·lacions fotovoltaiques, Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Aprenentatge automàtic, GIS, Renewable energy sources, LIDAR, Solar photovoltaics, Photovoltaic power systems, Machine learning, Rooftop photovoltaic potential, Aprenentatge automàtic, Energies renovables, Urban solar potential, Àrees temàtiques de la UPC::Energies::Energia solar fotovoltaica

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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1
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