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Part 1: Document Description
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Citation |
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Title: |
Ground-based all-sky imagery and weather data |
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Identification Number: |
hdl:21.15109/ARP/XVUWKB |
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Distributor: |
ARP |
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Date of Distribution: |
2024-11-11 |
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Version: |
1 |
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Bibliographic Citation: |
Barancsuk, Lilla, 2024, "Ground-based all-sky imagery and weather data", https://hdl.handle.net/21.15109/ARP/XVUWKB, ARP, V1 |
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Citation |
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Title: |
Ground-based all-sky imagery and weather data |
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Identification Number: |
hdl:21.15109/ARP/XVUWKB |
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Identification Number: |
10.5158/ARP/XVUWKB |
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Authoring Entity: |
Barancsuk, Lilla (Centre for Energy Research) |
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Other identifications and acknowledgements: |
Groma, Veronika |
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Other identifications and acknowledgements: |
Günter, Dalma |
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Producer: |
Barancsuk, Lilla |
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Date of Production: |
2024-11-09 |
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Distributor: |
ARP |
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Access Authority: |
Barancsuk, Lilla |
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Depositor: |
Barancsuk, Lilla |
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Date of Deposit: |
2024-11-09 |
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Holdings Information: |
https://hdl.handle.net/21.15109/ARP/XVUWKB |
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Study Scope |
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Keywords: |
Computer and Information Science, Earth and Environmental Sciences, Engineering, Physics, all-sky-imagery, meteorological data, ground based remote sensing, deep neural network, image processing, cloud |
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Abstract: |
Ground-based remote sensing all-sky imagery recorded using a wide lens all-sky camera, meteorological measurements, and sky-parameter dataset calculated from the images using image processing and neural network architectures pre-trained with the datasets. The data collected during the project is recorded at the HUN-REN Center for Energy Research (HUN-REN CER) as part of the internal research project "Ultra-short-term irradiation forecasting using a combination of deep learning and image processing". The research aims to support the proper quality of power grid services, by forecasting solar radiation in the ultra-short-term, leading to improved operation of photovoltaic plants. The forecast is based on sky camera images and weather data, using a combination of deep learning and traditional image processing methodologies. |
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Time Period: |
2024-11-09-2024-11-30 |
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Date of Collection: |
2021-11-11-2024-08-04 |
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Kind of Data: |
Kép |
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Notes: |
This dataset contains the images zipped by day. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Barancsuk L, Groma V, Günter D, Osán J, Hartmann B. Estimation of Solar Irradiance Using a Neural Network Based on the Combination of Sky Camera Images and Meteorological Data. Energies. 2024; 17(2):438. |
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Identification Number: |
https://doi.org/10.3390/en17020438 doi: 10.3390/en17020438 |
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Bibliographic Citation: |
Barancsuk L, Groma V, Günter D, Osán J, Hartmann B. Estimation of Solar Irradiance Using a Neural Network Based on the Combination of Sky Camera Images and Meteorological Data. Energies. 2024; 17(2):438. |
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