Spatio-temporal Kriging for spatial irradiance estimation with short-term forecasting in a thermosolar power plant Article Swipe
Javier García Martín
,
José Ramón D. Frejo
,
J. M. Maestre
,
Eduardo F. Camacho
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1016/j.heliyon.2024.e39247
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1016/j.heliyon.2024.e39247
This article proposes a method to improve the efficiency of solar power plants by estimating and forecasting the spatial distribution of direct normal irradiance (DNI) using a sensor network and anemometer data. For this purpose, the proposed approach employs spatio-temporal kriging with an anisotropic spatio-temporal variogram that depends on wind speed to accurately estimate the distribution of DNI in real-time, making it useful for short-term forecast and nowcast of DNI. Finally, the method is validated using synthetic data from varying sky conditions, outperforming another state-of-the-art technique.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.heliyon.2024.e39247
- OA Status
- gold
- References
- 35
- Related Works
- 10
- OpenAlex ID
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All OpenAlex metadata
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- OpenAlex ID
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https://openalex.org/W4403471413Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1016/j.heliyon.2024.e39247Digital Object Identifier
- Title
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Spatio-temporal Kriging for spatial irradiance estimation with short-term forecasting in a thermosolar power plantWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-10-01Full publication date if available
- Authors
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Javier García Martín, José Ramón D. Frejo, J. M. Maestre, Eduardo F. CamachoList of authors in order
- Landing page
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https://doi.org/10.1016/j.heliyon.2024.e39247Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
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https://doi.org/10.1016/j.heliyon.2024.e39247Direct OA link when available
- Concepts
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Term (time), Kriging, Estimation, Irradiance, Environmental science, Variogram, Econometrics, Statistics, Mathematics, Engineering, Physics, Quantum mechanics, Systems engineeringTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
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35Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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