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 …

A hybrid deep learning method for an hour ahead power output forecasting of three different photovoltaic systems

MN Akhter, S Mekhilef, H Mokhlis, R Ali, M Usama… - Applied Energy, 2022 - Elsevier
The integration of photovoltaic energy into a grid demands accurate power output
forecasting. In this research, an hour ahead prediction of power output is performed on an …

[HTML][HTML] Distributed PV systems in Saudi Arabia: Current status, challenges, and prospects

AK Al-Hanoot, H Mokhlis, S Mekhilef, M Alghoul… - Energy Strategy …, 2024 - Elsevier
This study analyses the development of photovoltaic (PV) systems in Saudi Arabian
buildings, assessing their performance, energy efficiency, economic feasibility, and hybrid …

Short‐Term Power Prediction of Building Integrated Photovoltaic (BIPV) System Based on Machine Learning Algorithms

R Kabilan, V Chandran, J Yogapriya… - International Journal …, 2021 - Wiley Online Library
One of the biggest challenges is towards ensuring large‐scale integration of photovoltaic
systems into buildings. This work is aimed at presenting a building integrated photovoltaic …

[HTML][HTML] Optimal sizing of residential battery systems with multi-year dynamics and a novel rainflow-based model of storage degradation: An extensive Italian case …

D Fioriti, L Pellegrino, G Lutzemberger… - Electric Power Systems …, 2022 - Elsevier
Residential battery storage to perform load shifting and demand side management has
become of utmost importance to improve hosting capacity, increase renewable energy …

Golden Cut‐Oriented Q‐Rung Orthopair Fuzzy Decision‐Making Approach to Evaluation of Renewable Energy Alternatives for Microgeneration System Investments

H Dinçer, T Aksoy, S Yüksel… - … Problems in Engineering, 2022 - Wiley Online Library
This study aims to find an appropriate system for microgeneration energy investments and
identify optimal renewable energy alternatives for the effectiveness of these projects. In this …

Assessment of PV technologies outdoor performance and commercial software estimation in hot and dry climates

R Othman, TM Hatem - Journal of Cleaner Production, 2022 - Elsevier
Photovoltaic (PV) technologies have become an essential part of the global effort to compact
climate change. While the MENA region, and in particular Egypt, has been one of the main …

[HTML][HTML] Electrical Performance and Degradation Analysis of Field-Aged PV Modules in Tropical Climates: A Comparative Experimental Study

MI Islam, MSB Jadin, A Al Mansur, T Alharbi - Energy Conversion and …, 2024 - Elsevier
Performance degradation is a prevalent phenomenon in solar photovoltaic systems globally,
with varying aging profiles and effects depending on environmental and climatic conditions …

Utilizing a Neutrosophic Fuzzy Logic System with ANN for Short-Term Estimation of Solar Energy.

M Alqarni, AH Samak, SSI Ismail… - International …, 2023 - search.ebscohost.com
One of the primary sources of renewable energy in the coming years is thought to be solar
energy. Solar energy and other renewable energy sources do, moreover, have a …

Techno-economic and environmental assessment of utilizing campus building rooftops for solar PV power generation

B Paudel, N Regmi, P Phuyal, D Neupane… - … Journal of Green …, 2021 - Taylor & Francis
The academic institute, a huge consumer of energy, is still depending upon the grid and/or
conventional fuel despite having potential areas of a solar PV installation. No such study has …