Assessment of Satellite-Derived Hourly Solar Weather Data in Java-Bali Island

Solar irradiation resource assessment for different weather data sources was used to find the correlation between modelled data and the measured data. The analysis encompasses 55 different locations scattered in Java Bali Island, Indonesia. Those locations were set as centroids to cluster the area within Java-Bali Island. The correlation between satellitederived data to the measured data was indicated by the deviation value. The deviation analysis was presented by using the Normalized Mean Bias Deviation (nMBD) and the Normalized Root Mean Square Deviation (nRMSD) for the the outlier, the nMBD value has a range between $\mathbf{- 15. 95 \%}$ to $\mathbf{34. 11 \%}$ for NREL, $-\mathbf{22. 55 \%}$ to $\mathbf{54. 25 \%}$ for NASA-SSE, and $\mathbf{13. 9 4 \%}$ to 39.07% for PVGIS-TMY. In addition, the nRMSD value has a range between $\mathbf{25. 01 \%}$ to 55.37% for NREL, 31.39% to $\mathbf{68. 51 \%}$ for NASA-SSE, and $\mathbf{26. 77 \%}$ to 55.72% for PVGISTMY.

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Publication Details

Published
2024-11-20
DOI
https://doi.org/10.1109/aupec62273.2024.10807607
Citations
2
Primary Topic
Spacecraft Design and Technology
Type
article
Field-Weighted Citation Impact
2.60
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Assessment of Satellite-Derived Hourly Solar Weather Data in Java-Bali Island

Indra Budi, Mochamad Fajar Rinaldi Utomo, Dimas Palgunadi, Adetya Devritama
2 citations
Spacecraft Design and Technology
2.60
article

Assessment of Satellite-Derived Hourly Solar Weather Data in Java-Bali Island

Indra Budi, Mochamad Fajar Rinaldi Utomo, Dimas Palgunadi, Adetya Devritama
article en
2 citations

Abstract

Solar irradiation resource assessment for different weather data sources was used to find the correlation between modelled data and the measured data. The analysis encompasses 55 different locations scattered in Java Bali Island, Indonesia. Those locations were set as centroids to cluster the area within Java-Bali Island. The correlation between satellitederived data to the measured data was indicated by the deviation value. The deviation analysis was presented by using the Normalized Mean Bias Deviation (nMBD) and the Normalized Root Mean Square Deviation (nRMSD) for the the outlier, the nMBD value has a range between $\mathbf{- 15. 95 \%}$ to $\mathbf{34. 11 \%}$ for NREL, $-\mathbf{22. 55 \%}$ to $\mathbf{54. 25 \%}$ for NASA-SSE, and $\mathbf{13. 9 4 \%}$ to 39.07% for PVGIS-TMY. In addition, the nRMSD value has a range between $\mathbf{25. 01 \%}$ to 55.37% for NREL, 31.39% to $\mathbf{68. 51 \%}$ for NASA-SSE, and $\mathbf{26. 77 \%}$ to 55.72% for PVGISTMY.

UNSW Sydney (AU)
Climate action
Openalex Percentile: Top 8%
Spacecraft Design and Technology
2.60
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