A state of art review on estimation of solar radiation with various models
Solar radiation is free, and very useful input for most sectors such as heat, health, tourism,
agriculture, and energy production, and it plays a critical role in the sustainability of …
agriculture, and energy production, and it plays a critical role in the sustainability of …
Comprehensive assessment, review, and comparison of AI models for solar irradiance prediction based on different time/estimation intervals
Solar energy-based technologies have developed rapidly in recent years, however, the
inability to appropriately estimate solar energy resources is still a major drawback for these …
inability to appropriately estimate solar energy resources is still a major drawback for these …
Extreme gradient boosting and deep neural network based ensemble learning approach to forecast hourly solar irradiance
P Kumari, D Toshniwal - Journal of Cleaner Production, 2021 - Elsevier
Prediction of solar irradiance is an essential requirement for reliable planning and efficient
designing of solar energy systems. Thus, in present work, a new ensemble model, which …
designing of solar energy systems. Thus, in present work, a new ensemble model, which …
Dual stream network with attention mechanism for photovoltaic power forecasting
The operations of renewable power generation systems highly depend on precise
Photovoltaic (PV) power forecasting, providing significant economic, and environmental …
Photovoltaic (PV) power forecasting, providing significant economic, and environmental …
Deep learning and wavelet transform integrated approach for short-term solar PV power prediction
A novel short-term solar power prediction model is presented in this work, by utilizing the
learning ability of Long-Shot-Term-Memory network (LSTM) based deep learning (DL) …
learning ability of Long-Shot-Term-Memory network (LSTM) based deep learning (DL) …
Site suitability assessment for solar power plants in Bangladesh: A GIS-based analytical hierarchy process (AHP) and multi-criteria decision analysis (MCDA) …
Solar power plants are important alternatives to fossil fuel-based power plants because they
reduce greenhouse gas emissions and mitigate the effects of climate change. The potential …
reduce greenhouse gas emissions and mitigate the effects of climate change. The potential …
Photovoltaic output power performance assessment and forecasting: Impact of meteorological variables
Meteorological variables have an important effect on the performance of a grid-connected
photovoltaic station, in this paper, the impact of meteorological variables on the 6 mWp grid …
photovoltaic station, in this paper, the impact of meteorological variables on the 6 mWp grid …
[HTML][HTML] Solar radiation estimation in different climates with meteorological variables using Bayesian model averaging and new soft computing models
Solar radiation (SR) is considered as a critical factor in determining energy management. In
this research, the potential of the Bayesian averaging model (BMA) was investigated for …
this research, the potential of the Bayesian averaging model (BMA) was investigated for …
Development and comparison of two novel hybrid neural network models for hourly solar radiation prediction
M Mukhtar, A Oluwasanmi, N Yimen, Z Qinxiu… - Applied Sciences, 2022 - mdpi.com
There are a lot of developing countries with inadequate meteorological stations to measure
solar radiation. This has been a major drawback for solar power applications in these …
solar radiation. This has been a major drawback for solar power applications in these …
Recent advances on modeling of solar heterogeneous photocatalytic reactors applied for degradation of pharmaceuticals and emerging organic contaminants in …
MA Mueses, J Colina-Márquez… - Current Opinion in …, 2021 - Elsevier
Highlights•Mathematical modeling is powerful tools for prediction of EC degradation present
in wastewater on a large scale.•Current generalized models of photocatalytic kinetic can be …
in wastewater on a large scale.•Current generalized models of photocatalytic kinetic can be …