Integration of satellite imagery and meteorological data to estimate solar radiation using machine learning models
Knowing the behavior of solar energy is imperative for its use in photovoltaic systems; moreover, the number of weather stations is insufficient. This study presents a method for the integration of solar resource data: images and datasets.  For this purpose, variables are extracted from...
Main Authors: | Luis Eduardo Ordoñez Palacios, Víctor Bucheli Guerrero, Hugo Ordoñez |
---|---|
Format: | Article |
Language: | English |
Published: |
Graz University of Technology
2023-07-01
|
Series: | Journal of Universal Computer Science |
Subjects: | |
Online Access: | https://lib.jucs.org/article/98648/download/pdf/ |
Similar Items
-
Solar radiation data from satellite images : determination of solar radiation at ground level from images of the earth transmitted by meteorological satellites/
by: Gruter, W.
Published: (1986) -
Satellite measurements of solar radiation in the Yaqui Valley, northern Mexico
by: Rachel T. Pinker, et al.
Published: (2001-06-01) -
Machine Learning for Solar Resource Assessment Using Satellite Images
by: Luis Eduardo Ordoñez Palacios, et al.
Published: (2022-05-01) -
Satellite measurements of solar radiation in the Yaqui Valley, northern Mexico
by: Jaime Garatuza-Payán, et al.
Published: (2001-07-01) -
Evaluation of global solar radiation from meteorological data in the Sahelian zone of Chad
by: Marcel Hamda Soulouknga, et al.
Published: (2017-08-01)