An hour-ahead PV power forecasting method based on an RNN-LSTM model for three different PV plants

MN Akhter, S Mekhilef, H Mokhlis, ZM Almohaimeed… - Energies, 2022 - mdpi.com
Incorporating solar energy into a grid necessitates an accurate power production forecast for
photovoltaic (PV) facilities. In this research, output PV power was predicted at an hour ahead …

LOWESS smoothing and Random Forest based GRU model: A short-term photovoltaic power generation forecasting method

Y Dai, Y Wang, M Leng, X Yang, Q Zhou - Energy, 2022 - Elsevier
Accurate prediction of photovoltaic power generation is vital to guarantee smooth operation
of power stations and ensure users' electricity consumption. As a good forecasting tool …

Long-term performance and degradation analysis of different PV modules under temperate climate

A Ameur, A Berrada, A Bouaichi, K Loudiyi - Renewable Energy, 2022 - Elsevier
The share of solar photovoltaic in the energy mix is achieving significant growth worldwide.
Accurate forecasts of return on investment and a good choice of optimal PV technology for …

Performance evaluation and analysis of grid-tied large scale PV plant in Algeria

MEH Dahmoun, B Bekkouche, K Sudhakar… - Energy for Sustainable …, 2021 - Elsevier
The initiatives taken by Algeria to tap its renewable energy potential have been exceptional
in recent years. Therefore, the Algerian government aims to ensure a large portion of …

Management of operation and maintenance practices in photovoltaic plants: Key performance indicators

G Rediske, L Michels… - … Journal of Energy …, 2022 - Wiley Online Library
The number of large photovoltaic (PV) power plants is increasing around the world. Energy
sale usually follows demand contracts with clearly defined obligations, subject to nonsupply …

A proposed set of indicators for evaluating the performance of the operation and maintenance of photovoltaic plants

G Rediske, L Michels, JCM Siluk, PD Rigo, CB Rosa… - Applied Energy, 2024 - Elsevier
As photovoltaic plants (PV) age, the need for efficient monitoring of operations &
maintenance (O&M) increases, helping to understand the situation of the plant, identify …

Performance assessment of different photovoltaic module technologies in floating photovoltaic power plants under waters environment

C Ma, R Wu, Z Liu, X Li - Renewable Energy, 2024 - Elsevier
The paper undertakes a novel study that aims to analyze the performance characteristics of
ten monocrystalline or polycrystalline silicon modules employing different emerging …

Design and Development of a Relational Database Management System (RDBMS) with Open Source Tools for the Processing of Data Monitored in a Set of …

D Trillo-Montero, S Cosano-Lucena… - Applied Sciences, 2023 - mdpi.com
The objective of this work has been to implement an orderly, accessible, fast and space-
saving storage system that allows the transfer to a Relational Database Management …

Performance evaluation of grid-connected silicon-based PV systems integrated into institutional buildings: An experimental and simulation comparative study

S Boulmrharj, M Bakhouya, M Khaidar - Sustainable Energy Technologies …, 2022 - Elsevier
Renewable energy sources (RES) have been proclaimed to be a sustainable substitute for
conventional fossil fuels, which has led several countries to transition to cleaner energy …

[HTML][HTML] Silicon photovoltaic systems performance assessment using the principal component analysis technique

H Lotfi, M Adar, A Bennouna, D Izbaim… - Materials Today …, 2022 - Elsevier
The aim of this paper is to further deepen the use of a very robust mathematical technique in
the analysis of data. The Principal Component Analysis (PCA) method is used to analyze the …