Metaheuristic algorithms for solar radiation prediction: A systematic analysis
SA Pérez-Rodríguez, JM Álvarez-Alvarado… - IEEE …, 2024 - ieeexplore.ieee.org
In the contemporary world, where the escalating demand for energy and the imperative for
sustainable sources, notably solar energy, have taken precedence, the investigation into …
sustainable sources, notably solar energy, have taken precedence, the investigation into …
[HTML][HTML] A tiered NARX model for forecasting day-ahead energy production in distributed solar PV systems
This study presents a hierarchical forecasting approach for day-ahead energy production in
distributed solar Photovoltaic (PV) systems using a tiered Nonlinear Autoregressive …
distributed solar Photovoltaic (PV) systems using a tiered Nonlinear Autoregressive …
[HTML][HTML] Assessing Suitable Areas for PV Power Installation in Remote Agricultural Regions
Remote agricultural regions in desert areas, such as Ghardaïa in southern Algeria, face
significant challenges in energy supply due to their isolated locations and harsh climatic …
significant challenges in energy supply due to their isolated locations and harsh climatic …
Machine learning and deep learning models based grid search cross validation for short-term solar irradiance forecasting
D El-Shahat, A Tolba, M Abouhawwash… - Journal of Big Data, 2024 - Springer
Abstract In late 2023, the United Nations conference on climate change (COP28), which was
held in Dubai, encouraged a quick move from fossil fuels to renewable energy. Solar energy …
held in Dubai, encouraged a quick move from fossil fuels to renewable energy. Solar energy …
Design and deployment of an IoT-enabled Helio Predictor for building energy Trend Analysing system
J Vigneshwaran, AR Valliammai, SC Raja… - Energy and …, 2024 - Elsevier
The escalating global demand for energy, the depletion of fossil resources, and the urgent
need for sustainable alternatives have led to a growing interest in solar renewable energy …
need for sustainable alternatives have led to a growing interest in solar renewable energy …
Development of an hourly-based solar radiation prediction model with ANFIS and Coati optimization: a comparative analysis
T Jithendra, SS Basha, AR Divya - Theoretical and Applied Climatology, 2024 - Springer
A reliable solar radiation modeling is crucial for renewable energy controllers to make savvy
decisions in the face of fluctuating energy and resource demands. It is fortunately the case …
decisions in the face of fluctuating energy and resource demands. It is fortunately the case …
Application of wavelet transform for wind energy generator diagnostic
B Batoun, H Merabet, A Chaker… - … in Engineering and …, 2024 - ojs.studiespublicacoes.com.br
In this paper, we propose a method for monitoring a wind energy generator using wavelet
transform, aiming to enhance fault detection and localization capabilities. This method …
transform, aiming to enhance fault detection and localization capabilities. This method …
[PDF][PDF] Cleaner Engineering and Technology
This study presents a hierarchical forecasting approach for day-ahead energy production in
distributed solar Photovoltaic (PV) systems using a tiered Nonlinear Autoregressive …
distributed solar Photovoltaic (PV) systems using a tiered Nonlinear Autoregressive …
Combined multi-component composite time series power prediction model for distributed energy systems based on STL data decomposition
T Yang, S HE, X Chen, P Fu, L Huang… - Available at SSRN … - papers.ssrn.com
Within distributed energy systems, the complexity of power data arises from the inclusion of
various output modules such as wind power generation, photovoltaic power generation, and …
various output modules such as wind power generation, photovoltaic power generation, and …