Geographic information systems (GISs)-based estimation is justified as a …
This study aims at estimating the rooftop solar power production for Tehran, the capital city of Iran, using a Geospatial Information System (GIS) to assess the big data of city …
Rooftop photovoltaic power generation is installed on the roofs of buildings and directly connected to a low-voltage distribution network; it has the advantages of proximity to …
We analyse 130 million km2 of global land surface area to demarcate 0.2 million km2 of rooftop area, which together represent 27 PWh yr−1 of electricity generation potential …
In this study, a simple but holistic methodology was developed to estimate the rooftop solar power generation potential over a wide region. This method can be easily applied …
For China, some researchers have also assessed the PV power generation potential. He et al. [43] utilized 10-year hourly solar irradiation data from 2001 to 2010 from …
Geographic information systems (GISs)-based estimation is justified as a promising approach for estimating rooftop solar photovoltaic potential, in particular, the …
Rooftop photovoltaic power generation is installed on the roofs of buildings and directly connected to a low-voltage distribution network; it has the advantages of proximity to …
Photovoltaic (PV) power generation is booming in rural areas, not only to meet the energy needs of local farmers but also to provide additional power to urban areas. Existing methods for estimating the spatial distribution …
There have been significant advances in the shift from fossil-based energy systems to renewable energies in recent years. Decentralized solar photovoltaic (PV) is one of …
In this framework, we uses geostationary satellite imagery and deep learning algorithms to estimate solar energy resource potential, high-resolution satellite images and …
Using the solar radiation parameters, PV module conversion efficiency, and performance ratio, we obtained the spatial distribution of rooftop solar PV power generation …
The solar radiation prediction, the 3D building model, and the estimation of the available roof area are essential in evaluating a building''s potential for solar rooftop PV energy …
The annual solar radiation on surfaces is measured by kWh/m 2 /year, and the annual electrical energy generation from rooftop-based PV panels is estimated in kWh; the …
Here, we present a high-resolution global assessment of rooftop solar photovoltaics potential using big data, machine learning and geospatial analysis.
Here, we present a high-resolution global assessment of rooftop solar …
A combination of machine learning and geographic information systems was used to calculate physical geographic and technical rooftop solar potential: ... As a thumb rule, one …
There are 676 rooftop solar photovoltaic (RTSPV) pilot projects in 31 provinces in China in 2021 (Anon, 2021a).Rooftop solar photovoltaics use building roof resources to …
The rooftop PV potential in the six scenarios was estimated to be 22,551 GWh and the annual power generation per unit area was 0.11 GWh/m 2. Scene 6 had the highest …