Solar Irradiation High Frequency Simulation Model

This paper presents a high-resolution solar radiation model essential for modern power systems with significant renewable energy integration. Given the unavailability or low temporal resolution of site-specific measurements, the model simulates high-resolution solar irradiation data necessary for planning and analysis. The model employs statistical methods, particularly Beta distributions, to generate realistic one-minute resolution solar irradiation time series, preserving both the probability density and autocorrelation structure of the measured data. Validation shows that the simulated data closely match the statistical properties of the actual measurements, providing a practical tool for scenarios where high-resolution solar data are scarce.

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Publication Details

Published
2024-10-16
DOI
https://doi.org/10.1109/sst61991.2024.10755476
Primary Topic
Solar Radiation and Photovoltaics
Type
article
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article

Solar Irradiation High Frequency Simulation Model

Josip Vasilj, Damir Jakus, Danijel Jolevski, Joško Novaković
Solar Radiation and Photovoltaics
article

Solar Irradiation High Frequency Simulation Model

Josip Vasilj, Damir Jakus, Danijel Jolevski, Joško Novaković
article en

Abstract

This paper presents a high-resolution solar radiation model essential for modern power systems with significant renewable energy integration. Given the unavailability or low temporal resolution of site-specific measurements, the model simulates high-resolution solar irradiation data necessary for planning and analysis. The model employs statistical methods, particularly Beta distributions, to generate realistic one-minute resolution solar irradiation time series, preserving both the probability density and autocorrelation structure of the measured data. Validation shows that the simulated data closely match the statistical properties of the actual measurements, providing a practical tool for scenarios where high-resolution solar data are scarce.

University of Split (HR)
Affordable and clean energy
Openalex Percentile: Top 81%
Solar Radiation and Photovoltaics
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