paper
2019
Applications & impacts
Nowcasting Application study
Classical ML (trees, GP, linear, kernels)0–6 h Journal
2019-01-05
008
Jan 2019
Alejandro Catalina, Alberto Torres‐Barrán, Carlos M. Alaíz et al.
Neural Processing Letters
Applies machine learning to satellite data to nowcast photovoltaic energy output, linking cloud and irradiance nowcasting to solar power.
Machine Learning Nowcasting of PV Energy Using Satellite Data
In one sentence. Applies machine learning to satellite data to nowcast photovoltaic energy output, linking cloud and irradiance nowcasting to solar power.
Labels
- Topic
- Applications & impacts, Nowcasting
- Type
- Application study
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- 0–6 h
- Domain
- Local / station
- Data
- Satellite
- Status
- Research
- Identifiers
- DOI:10.1007/s11063-018-09969-1 OpenAlex:W2907541716
- Added
- 2026-10-22
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