Forecasting of global solar radiation: A statistical approach using simulated annealing algorithm
YA Kaplan - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
In recent years, the share of renewable energy sources in current energy production has
been increasing due to the depletion of fossil fuel resources, increasing energy needs and …
been increasing due to the depletion of fossil fuel resources, increasing energy needs and …
Developing of the new models in solar radiation estimation with curve fitting based on moving least-squares approximation
AG Kaplan, YA Kaplan - Renewable Energy, 2020 - Elsevier
Recently, serious progress has been made in solar energy applications in developed and
developing countries. Solar radiation on a horizontal surface is the basic parameter required …
developing countries. Solar radiation on a horizontal surface is the basic parameter required …
Calibration and evaluation of sunshine-based empirical models for estimating daily solar radiation in Iran
This research aimed to find a proper model to estimate daily solar radiation in terms of
specific climate conditions of 51 weather stations over Iran. Twenty-one sunshine-based …
specific climate conditions of 51 weather stations over Iran. Twenty-one sunshine-based …
The applicability of sunshine-based global solar radiation models modified with meteorological factors for different climate zones of China
K Lan, L Wang, Y Zhou, Z Zhang, S Fang… - Frontiers in Energy …, 2023 - frontiersin.org
With the development of renewable energy, the exploitation and utilization of solar energy
resources also need continuous progress, but solar radiation data shortage has become a …
resources also need continuous progress, but solar radiation data shortage has become a …
Long-term global solar radiation prediction in 25 cities in morocco using the FFNN-BP method
This article presents different combinations of input parameters based on an intelligent
technique, using neural networks to predict daily global solar radiation (GSR) for twenty-five …
technique, using neural networks to predict daily global solar radiation (GSR) for twenty-five …
Solar radiation on south‐facing inclined surfaces under different climatic zones in India
B Jamil, AT Siddiqui… - … Progress & Sustainable …, 2019 - Wiley Online Library
In this work, solar radiation availability has been estimated for south‐facing inclined surfaces
in India. Five different climatic zones prescribed by Energy Conservation Building Code …
in India. Five different climatic zones prescribed by Energy Conservation Building Code …
A new approach for estimating solar radiation using Gaussian distribution and developing new model
YA Kaplan, AG Kaplan - Theoretical and Applied Climatology, 2024 - Springer
The main aim of this study is to develop a new model using the Gaussian distribution in
global solar radiation estimation. In this study, a new global solar radiation (SR) model was …
global solar radiation estimation. In this study, a new global solar radiation (SR) model was …
The New Solar Radiation Estimation Models Using Different Weight Functions in the Moving Least Squares Approach
AG Kaplan - Proceedings of the National Academy of Sciences …, 2024 - Springer
In this study, moving least squares approach (MLSA) is used for solar radiation (SR)
estimation in the selected region. While developing new models with the MLSA, three …
estimation in the selected region. While developing new models with the MLSA, three …
[PDF][PDF] Performance Study of Thirty-five empirical Models for the Estimation of Global Solar Irradiation in the Tropical Savannah Zone of Cameroon
K Deli, ET Houdji, N Djongyang, A Tom - researchgate.net
In the present study, thirty five empirical models for estimating monthly horizontal global
solar radiation were compared and six new combined models (NM01 to NM06) were …
solar radiation were compared and six new combined models (NM01 to NM06) were …
DEVELOPMENT NEW MODEL for FORECASTING SOLAR RADIATION by USING RATIONAL APPROACH
AG Kaplan - Journal of Scientific Reports-A, 2022 - dergipark.org.tr
In this study, solar energy potential of south region of Turkey was assessed statistically by
using the Solar Energy Potential Map of Turkey data for one year. A new model was …
using the Solar Energy Potential Map of Turkey data for one year. A new model was …