Ground-based all-sky imagery and weather datahdl:21.15109/ARP/XVUWKBARP2024-11-111Barancsuk, Lilla, 2024, "Ground-based all-sky imagery and weather data", https://hdl.handle.net/21.15109/ARP/XVUWKB, ARP, V1Ground-based all-sky imagery and weather datahdl:21.15109/ARP/XVUWKB10.5158/ARP/XVUWKBBarancsuk, LillaGroma, VeronikaGünter, DalmaBarancsuk, Lilla2024-11-09BudapestARPBarancsuk, LillaBarancsuk, Lilla2024-11-09Computer and Information ScienceEarth and Environmental SciencesEngineeringPhysicsall-sky-imagerymeteorological dataground based remote sensingdeep neural networkimage processingcloudGround-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.2024-11-092024-11-302021-11-112024-08-04KépThis dataset contains the images zipped by day.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.https://doi.org/10.3390/en17020438 doi: 10.3390/en17020438Barancsuk 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; 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