A review of the applications of artificial intelligence in renewable energy systems: An approach-based study

M Shoaei, Y Noorollahi, A Hajinezhad… - Energy Conversion and …, 2024 - Elsevier
Recent advancements in data science and artificial intelligence, as well as the development
of clean and sustainable energy sources, have created numerous opportunities for energy …

Spatial solar forecast verification with the neighborhood method and automatic threshold segmentation

X Zhang, D Yang, H Zhang, B Liu, M Li, Y Chu… - … and Sustainable Energy …, 2024 - Elsevier
Numerical weather prediction (NWP) has hitherto been the default tool for providing day-
ahead forecasting services to the solar energy industry. Rapid advancements in solar …

Improving solar PV prediction performance with RF-CatBoost ensemble: a robust and complementary approach

R Banik, A Biswas - Renewable Energy Focus, 2023 - Elsevier
Although solar energy is renewable, environmental conditions can make it unpredictable,
which makes it difficult to maintain a consistent supply of electricity. Accurate solar forecast …

Operational data analysis of a battery energy storage system to support wind energy generation

L Pontes, T Costa, A Souza, N Dantas, A Vasconcelos… - Energies, 2023 - mdpi.com
The insertion of renewable sources to diversify the energy matrix is one of the alternatives
for the energy transition. In this sense, Brazil is one of the largest producers of renewable …

Case study of backup application with energy storage in microgrids

R Nascimento, F Ramos, A Pinheiro, WAS Junior… - Energies, 2022 - mdpi.com
The reliability of energy supply is an important factor for end-users of electricity. Although
many advances and efforts have been made by distribution companies to guarantee energy …

An integrated framework of robust local mean decomposition and bidirectional long short-term memory to forecast solar irradiance

P Singla, M Duhan, S Saroha - International Journal of Green …, 2023 - Taylor & Francis
An accurate forecasting of solar global horizontal irradiance (GHI) provides the estimation of
future output from photovoltaic (PV) cells, resulting in guaranteed sustainable functioning of …

Prediction of a Grid-Connected Photovoltaic Park's Output with Artificial Neural Networks Trained by Actual Performance Data

E Roumpakias, T Stamatelos - Applied Sciences, 2022 - mdpi.com
Featured Application The accuracy in long-term prediction of the performance of a
photovoltaic (PV) park following several years of operation is essential for a number of …

An analysis of case studies for advancing photovoltaic power forecasting through multi-scale fusion techniques

M Guermoui, A Fezzani, Z Mohamed, A Rabehi… - Scientific Reports, 2024 - nature.com
Integration renewable energy sources into current power generation systems necessitates
accurate forecasting to optimize and preserve supply–demand restrictions in the electrical …

Prediction and Comparison of In-Vehicle CO2 Concentration Based on ARIMA and LSTM Models

J Han, H Lin, Z Qin - Applied Sciences, 2023 - mdpi.com
An increase in the carbon dioxide (CO2) concentration within a vehicle can lead to a
decrease in air quality, resulting in numerous adverse effects on the human body. Therefore …

Development of a method for sizing a hybrid battery energy storage system for application in AC microgrid

T Costa, A Arcanjo, A Vasconcelos, W Silva… - Energies, 2023 - mdpi.com
This article addresses the development of the energy compensation method used for the
design of hybrid energy storage systems—HBESS. The combination of two battery …