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Solar Radiation and Photovoltaics
TopicLeading institutions, researchers & key papers
This cluster of papers focuses on the application of machine learning methods, particularly artificial neural networks, for forecasting solar radiation and photovoltaic power generation. It covers topics such as solar energy integration, grid-connected PV plant performance prediction, solar position algorithms, and GIS-based site selection for solar farms.
70
Works
IDs:OpenAlex
How has Solar Radiation and Photovoltaics's publication output changed over time?
ScholarIQpublication output · 1986–2023
Output grew200% over the shown period — from 1 works in 1986 to 3 in 2023.
1
1
1
3
3
2
1
3
19861987201020112019202120222023
What are the most-cited papers on Solar Radiation and Photovoltaics?
ScholarIQmost cited works
A correlation for estimation of global solar radiation
V. Bahel, Hadeel R. Bakhsh, R. Srinivasan
Energy. 1987213 Citations
An ANN-based Approach for Forecasting the Power Output of Photovoltaic System
Ming Ding, Lei Wang, Rui Bi
S2764562786. 2011192 CitationsOPEN ACCESS
Hybrid deep neural model for hourly solar irradiance forecasting
Xiaoqiao Huang, Qiong Li, Yonghang Tai, Zaiqing Chen, Jun Zhang, Junsheng Shi, Bixuan Gao, Wu‐Ming Liu
S815301. 2021190 CitationsOPEN ACCESS
Machine Learning Based Photovoltaics (PV) Power Prediction Using Different Environmental Parameters of Qatar
Amith Khandakar, Muhammad E. H. Chowdhury, Monzure-Khoda Kazi, Kamel Benhmed, Farid Touati, Mohammed Al‐Hitmi, Antonio S. P. Gonzales
S198098182. 2019183 CitationsOPEN ACCESS
Hourly stepwise forecasting for solar irradiance using integrated hybrid models CNN-LSTM-MLP combined with error correction and VMD
Jun Liu, Xiaoqiao Huang, Qiong Li, Zaiqing Chen, Gang Liu, Yonghang Tai
S105637730. 2023135 Citations
Where is Solar Radiation and Photovoltaics research published, and who funds it?
ScholarIQvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock
How much of the research on Solar Radiation and Photovoltaics is open access?
ScholarIQopen access share
47%OPEN ACCESS
Gold
27%
Green
7%
Hybrid
7%
Bronze
7%
Closed
53%
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Energy, exergy, exergoeconomic and enviroeconomic (4E) evaluation of a new integration of solar still with photovoltaic panel
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Time series forecasting for hourly photovoltaic power using conditional generative adversarial network and Bi-LSTM
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