Sky Images for Short-Term Solar Irradiance Forecast: A Comparative Study of Linear Machine Learning Models
Author:
Affiliation:
1. Katholieke Universiteit Leuven, Leuven, Belgium
2. imo-imomec, Hasselt University, Hasselt, Belgium
3. Eindoven University of Technology and Solliance, Eindhoven, The Netherlands
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx8/5503869/10566077/10550923.pdf?arnumber=10550923
Reference30 articles.
1. Evaluating the spatio-temporal performance of sky-imager-based solar irradiance analysis and forecasts
2. Embedded nowcasting method using cloud speed persistence for a photovoltaic power plant
3. Short term solar irradiance forecasting using sky images based on a hybrid CNN–MLP model
4. Enhanced Convolutional Neural Network for solar radiation nowcasting: All-Sky camera infrared images embedded with exogeneous parameters
5. A method for detailed, short-term energy yield forecasting of photovoltaic installations
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