Ground-based all-sky imagery and weather data
type: Dataset
creator: Barancsuk, Lilla
author: Barancsuk, Lilla
date published: 2024-11-11
date modified: 2025-01-27
version: 1
description: 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.
keywords: Computer and Information Science
keywords: Earth and Environmental Sciences
keywords: Engineering
keywords: Physics
keywords: all-sky-imagery
keywords: meteorological data
keywords: ground based remote sensing
keywords: deep neural network
keywords: image processing
keywords: cloud
citation: https://www.mdpi.com/1996-1073/17/2/438
temporal coverage: 2024-11-09/2024-11-30
license: http://creativecommons.org/licenses/by-nc-sa/4.0
included in data catalog: ARP
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Barancsuk, Lilla
type: Person
given name: Lilla
family name: Barancsuk
affiliation: Centre for Energy Research

https://www.mdpi.com/1996-1073/17/2/438
type: CreativeWork
name: 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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