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Intermittency study of global solar radiation under a tropical climate: case study on Reunion Island
The arbitrary order Hilbert spectral analyses are applied to study the intermittency and multifractality of Global Horizonal Irradiation (GHI) based on one available high sampling rate of 1-year GHI records located at Saint-Denis (Moufia) over Reunion Island. The scaling exponents [Formula: see text...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8190108/ https://www.ncbi.nlm.nih.gov/pubmed/34108577 http://dx.doi.org/10.1038/s41598-021-91639-9 |
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author | Li, Qi Bessafi, Miloud Li, Peng |
author_facet | Li, Qi Bessafi, Miloud Li, Peng |
author_sort | Li, Qi |
collection | PubMed |
description | The arbitrary order Hilbert spectral analyses are applied to study the intermittency and multifractality of Global Horizonal Irradiation (GHI) based on one available high sampling rate of 1-year GHI records located at Saint-Denis (Moufia) over Reunion Island. The scaling exponents [Formula: see text] is estimated through the arbitrary order Hilbert spectral analyses, and three parameters: Hurst exponent (H), the fractal co-dimension (C(1)), and Lévy parameter ([Formula: see text] ) are taken to study the multifractal process of the GHI in the sub-daily, daily fluctuations and also in seasonal variations. A power law behaviour with a spectral exponent β = 1.68 close to the Kolmogorov spectrum is detected through Fourier spectrum analysis, which indicates that the sub-daily fluctuations of GHI are nonstationary. The scaling exponent ζ(q) is then estimated by the arbitrary order Hilbert spectral analysis and the multifractal properties is detected. The log-stable model parameters [Formula: see text] and [Formula: see text] characterize the concavity of the scaling exponent ζ(q) for analysing the intermittency of GHI. The classification method is applied to the daily GHI for analysing the distribution of the daily intermittency process and five classes with GHI and K(b) are obtained. |
format | Online Article Text |
id | pubmed-8190108 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81901082021-06-10 Intermittency study of global solar radiation under a tropical climate: case study on Reunion Island Li, Qi Bessafi, Miloud Li, Peng Sci Rep Article The arbitrary order Hilbert spectral analyses are applied to study the intermittency and multifractality of Global Horizonal Irradiation (GHI) based on one available high sampling rate of 1-year GHI records located at Saint-Denis (Moufia) over Reunion Island. The scaling exponents [Formula: see text] is estimated through the arbitrary order Hilbert spectral analyses, and three parameters: Hurst exponent (H), the fractal co-dimension (C(1)), and Lévy parameter ([Formula: see text] ) are taken to study the multifractal process of the GHI in the sub-daily, daily fluctuations and also in seasonal variations. A power law behaviour with a spectral exponent β = 1.68 close to the Kolmogorov spectrum is detected through Fourier spectrum analysis, which indicates that the sub-daily fluctuations of GHI are nonstationary. The scaling exponent ζ(q) is then estimated by the arbitrary order Hilbert spectral analysis and the multifractal properties is detected. The log-stable model parameters [Formula: see text] and [Formula: see text] characterize the concavity of the scaling exponent ζ(q) for analysing the intermittency of GHI. The classification method is applied to the daily GHI for analysing the distribution of the daily intermittency process and five classes with GHI and K(b) are obtained. Nature Publishing Group UK 2021-06-09 /pmc/articles/PMC8190108/ /pubmed/34108577 http://dx.doi.org/10.1038/s41598-021-91639-9 Text en © The Author(s) 2021, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Li, Qi Bessafi, Miloud Li, Peng Intermittency study of global solar radiation under a tropical climate: case study on Reunion Island |
title | Intermittency study of global solar radiation under a tropical climate: case study on Reunion Island |
title_full | Intermittency study of global solar radiation under a tropical climate: case study on Reunion Island |
title_fullStr | Intermittency study of global solar radiation under a tropical climate: case study on Reunion Island |
title_full_unstemmed | Intermittency study of global solar radiation under a tropical climate: case study on Reunion Island |
title_short | Intermittency study of global solar radiation under a tropical climate: case study on Reunion Island |
title_sort | intermittency study of global solar radiation under a tropical climate: case study on reunion island |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8190108/ https://www.ncbi.nlm.nih.gov/pubmed/34108577 http://dx.doi.org/10.1038/s41598-021-91639-9 |
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