World leaders and scientists have been putting immense efforts into strengthening energy
security and reducing greenhouse gas (GHG) emissions by meeting growing energy …

The ageing of coal-fired power stations in South Africa has led to regular power outages.
Therefore, the country will need to urgently increase its electricity capacity to meet further …

The advancement of energy vehicles has gained support among automotive firms as
original equipment manufacturers have recently concentrated their efforts on creating …

The precise prediction of power estimates of wind–solar renewable energy sources
becomes challenging due to their intermittent nature and difference in intensity between day …

The application of new energy systems for industrial production to advance air pollution
prevention and control has become an irreversible trend. This development includes hybrid …

Presently, photovoltaic systems are an essential part of the development of renewable
energy. Due to the inherent dependence of solar energy production on climate variations …

Over the past few years, the use of DC-DC buck-boost converters for Photovoltaic (PV) in
renewable energy applications has increased for better results. One of the main issues with …

The conceptual prediction approaches for solar energy and Photovoltaic energy are
thoroughly reviewed in this work. Employing enhanced gated recurrent units (GRUs) and …

This research explores the application of neural networks in managing grid-photovoltaic
(PV) systems. this paper aims to improve the performance and reliability of PV systems using …

Using a methodical approach that includes data preprocessing, feature engineering, model
selection, and performance assessment, this study investigates the use of this research. We …