Application of temporal fusion transformer for day-ahead PV power forecasting

M López Santos, X García-Santiago… - Energies, 2022 - mdpi.com
The energy generated by a solar photovoltaic (PV) system depends on uncontrollable
factors, including weather conditions and solar irradiation, which leads to uncertainty in the …

An improved method for direct incident solar radiation calculation from hourly solar insolation data in building energy simulation

J An, D Yan, S Guo, Y Gao, J Peng, T Hong - Energy and Buildings, 2020 - Elsevier
Solar radiation considerably influences the energy consumption of buildings and the power
production of building integrated photovoltaic (BIPV) systems. Hourly solar insolation (Wh/m …

Statistical estimation of hourly diffuse radiation intensity of Budapest City

L Al‐Ghussain, O Al‐Oran… - … Progress & Sustainable …, 2021 - Wiley Online Library
The vulnerability of fossil fuel prices to worldwide events such as the recent coronavirus
(COVID‐19) pandemics increases the interest in renewable energy resources that offer …

Modelling global solar irradiance for any location on earth through regression analysis using high-resolution data

DR Arumugham, P Rajendran - Renewable Energy, 2021 - Elsevier
The focus of this study is to develop a highly accurate formulation to estimate the day
number (DN), solar declination angle (SOLDEC), solar altitude angle (SOLALT) and also to …

Most relevant input parameters selection for 10-min global solar irradiation estimation on arbitrary inclined plane using neural networks

B Amiri, R Dizène, K Dahmani - International Journal of …, 2020 - Taylor & Francis
This paper propounds the use of 'Weights' method to assess the relative importance of input
features for estimating 10-min global solar irradiation on an arbitrary tilted plane, using …

Forecasting of one-day-ahead global horizontal irradiation using block-oriented models combined with a swarm intelligence approach

S Boubaker, S Kamel, L Kolsi, O Kahouli - Natural Resources Research, 2021 - Springer
Solar photovoltaic (PV) energy is becoming used gradually as an alternative source to
classical fossil fuel because of being renewable, clean and abundant. In agricultural regions …

Prediction of hourly global solar radiation: comparison of neural networks/bootstrap aggregating

A Dahmani, Y Ammi, S Hanini… - Kemija u industriji …, 2023 - hrcak.srce.hr
Sažetak This research work explores the use of single neural networks and bootstrap
aggregated neural networks for predicting hourly global solar radiation. A database of 3606 …

A theoretical optimum tilt angle model for solar collectors from keplerian orbit

T Liu, L Liu, Y He, M Sun, J Liu, G Xu - Energies, 2021 - mdpi.com
Solar energy has been extensively used in industry and everyday life. A more suitable solar
collector orientation can increase its utilization. Many studies have explored the best …

Long-term localization with map compression based on solar information

Y Bouaziz, E Royer, G Bresson… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
In this paper we address visual based localization in outdoor environments where the
appearance changes dra-matically. Such environmental changes result in a substantial …

[PDF][PDF] Solar Power: A new mathematical definition and theoretical proof it is a Green Public Good

K Zisopoulou, D Panagoulia - Green Financ, 2019 - researchgate.net
Solar Power is redefined in a new mathematical framework which describes its pertinent
properties. It is shown that it is an economic good and that there are Property Rights and …