[HTML][HTML] Increasing the resolution of solar and wind time series for energy system modeling: A review

O Omoyele, M Hoffmann, M Koivisto… - … and Sustainable Energy …, 2024 - Elsevier
Bottom-up energy system models are often based on hourly time steps due to limited
computational tractability or data availability. However, in order to properly assess the …

[HTML][HTML] Hourly predictions of direct normal irradiation using an innovative hybrid LSTM model for concentrating solar power projects in hyper-arid regions

A Djaafari, A Ibrahim, N Bailek, K Bouchouicha… - Energy Reports, 2022 - Elsevier
Although solar energy harnessing capacity varies considerably based on the employed
solar energy technology and the meteorological conditions, accurate direct normal …

Green science: Advanced building design technology to mitigate energy and environment

MF Hossain - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
A model to produce multiple photons from a single one by ultrarelativistic proton-proton
collision within a heavy duty silicon PV panel, which is actually part of a building's exterior …

[HTML][HTML] A synthetic, spatially decorrelating solar irradiance generator and application to a LV grid model with high PV penetration

JM Bright, O Babacan, J Kleissl, PG Taylor, R Crook - Solar Energy, 2017 - Elsevier
Residential photovoltaic (PV) technology is expected to have mass global deployment. With
widespread PV in the electricity distribution grids, the variable nature of the solar resource …

Enhancing direct Normal solar Irradiation forecasting for heliostat field applications through a novel hybrid model

M Guermoui, T Arrif, A Belaid, S Hassani… - Energy Conversion and …, 2024 - Elsevier
This study addresses the critical need for precise Direct Normal Irradiation forecasting in
concentrating solar power systems to enhance performance and manage power generation …

A statistical model for hourly large-scale wind and photovoltaic generation in new locations

J Ekström, M Koivisto, I Mellin, RJ Millar… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
The analysis of large-scale wind and photovoltaic (PV) energy generation is of vital
importance in power systems, where their penetration is high. This paper presents a …

From video games to solar energy: 3D shading simulation for PV using GPU

J Robledo, J Leloux, E Lorenzo, CA Gueymard - Solar Energy, 2019 - Elsevier
Photovoltaic (PV) systems can be affected by complex shading. Software solutions have
been developed over time, offering an ever-increasing set of simulation possibilities to …

Generating synthetic five-minute solar irradiance values from hourly observations

AP Grantham, PJ Pudney, LA Ward, M Belusko… - Solar Energy, 2017 - Elsevier
We have developed a method for generating synthetic five-minute pairs of global horizontal
irradiance (GHI) and direct normal irradiance (DNI), interpolated from hourly mean values …

Interpolating high granularity solar generation and load consumption data using super resolution generative adversarial network

R Tang, J Dore, J Ma, PHW Leong - Applied Energy, 2021 - Elsevier
The vast majority of commonly accessible photovoltaics (PV) generation and load
consumption datasets have low temporal resolutions, leading to inaccuracies in the …

Generating synthetic sequences of global horizontal irradiation

AP Grantham, PJ Pudney, JW Boland - Solar Energy, 2018 - Elsevier
When designing renewable energy systems it is common practice to use a short period of
historical weather data or Typical Meteorological Year (TMY) data to evaluate the …