[HTML][HTML] Solar energy status in the world: A comprehensive review

HH Pourasl, RV Barenji, VM Khojastehnezhad - Energy Reports, 2023 - Elsevier
The utilization of renewable energy as a future energy resource is drawing significant
attention worldwide. The contribution of solar energy (including concentrating solar power …

A review on global solar radiation prediction with machine learning models in a comprehensive perspective

Y Zhou, Y Liu, D Wang, X Liu, Y Wang - Energy Conversion and …, 2021 - Elsevier
Global solar radiation information is the basis for many solar energy utilizations as well as
for economic and environmental considerations. However, because solar-radiation …

Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN …

S Ghimire, T Nguyen-Huy, RC Deo… - Sustainable Materials …, 2022 - Elsevier
Optimal utilisation of the sun's freely available energy to generate electricity requires efficient
predictive models of global solar radiation (GSR). These are necessary to provide solar …

Advancements and prospects of electronic nose in various applications: A comprehensive review

A Rabehi, H Helal, D Zappa, E Comini - Applied Sciences, 2024 - mdpi.com
An electronic nose, designed to replicate human olfaction, captures distinctive
'fingerprint'data from mixed gases or odors. Comprising a gas sensing system and an …

Short‐Term PV Power Forecasting Using a Hybrid TVF‐EMD‐ELM Strategy

R Khelifi, M Guermoui, A Rabehi… - … on Electrical Energy …, 2023 - Wiley Online Library
This paper discusses the efficient implementation of a new hybrid approach to forecasting
short‐term PV power production for four different PV plants in Algeria. The developed model …

Potential assessment of the TVF-EMD algorithm in forecasting hourly global solar radiation: Review and case studies

M Guermoui, K Gairaa, K Ferkous… - Journal of Cleaner …, 2023 - Elsevier
Accurate and effective forecasting of short-term global solar radiation is critical for the
development of photovoltaic systems, particularly for integration into existing grid systems …

Global solar radiation estimation and climatic variability analysis using extreme learning machine based predictive model

T Hai, A Sharafati, A Mohammed, SQ Salih… - IEEE …, 2020 - ieeexplore.ieee.org
Sustainable utilization of the freely available solar radiation as renewable energy source
requires accurate predictive models to quantitatively evaluate future energy potentials. In …

Hourly and sub-hourly ahead global horizontal solar irradiation forecasting via a novel deep learning approach: A case study

Z Bounoua, A Mechaqrane - Sustainable Materials and Technologies, 2023 - Elsevier
In this paper, a Long Short-Term Memory Neural Networks (LSTM) Deep Learning Approach
is proposed to forecast Global horizontal solar Irradiation (GHI) in Erfoud Moroccan city. The …

New soft computing model for multi-hours forecasting of global solar radiation

M Guermoui, K Bouchouicha, S Benkaciali… - … Physical Journal Plus, 2022 - epjplus.epj.org
The growing development of photovoltaic technology has explored the role of effective solar
irradiance forecasting in grid security and stability However, due to its non-stationary nature …

Prediction of power conversion efficiency parameter of inverted organic solar cells using artificial intelligence techniques

M Marzouglal, A Souahlia, L Bessissa, D Mahi… - Scientific Reports, 2024 - nature.com
Organic photovoltaic (OPV) cells are at the forefront of sustainable energy generation due to
their lightness, flexibility, and low production costs. These characteristics make OPVs a …