paper
2020
Nowcasting
Observations & remote sensing New model or method
CNN / U-Net0–6 hStanford University Journal
2020-07-01
022
Jul 2020
Yuhao Nie, Yuchi Sun, Yuanlei Chen et al.
Journal of Renewable and Sustainable Energy
Stanford University
A cloudiness-classified CNN framework nowcasts PV output from sky images, reaching 2.20 kW RMSE and improving on an end-to-end CNN by 6%.
PV power output prediction from sky images using convolutional neural network: The comparison of sky-condition-specific sub-models and an end-to-end model
In one sentence. A cloudiness-classified CNN framework nowcasts PV output from sky images, reaching 2.20 kW RMSE and improving on an end-to-end CNN by 6%.
Labels
- Topic
- Nowcasting, Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Time scale
- 0–6 h
- Domain
- Local / station
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.1063/5.0014016 OpenAlex:W3080550762
- Added
- 2026-10-22
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