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One-hour-ahead solar irradiance forecast based on real-time K-means++ clustering on the input side and CNN-LSTM

Yunxiao Chen, Chaojing Lin, Jinfu Liu, Daren Yu

2024Journal of Atmospheric and Solar-Terrestrial Physics21 citationsDOI

Topics & Concepts

Cluster analysisIrradianceSolar irradianceComputer scienceMeteorologyArtificial intelligenceEnvironmental scienceGeographyPhysicsOpticsSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques
One-hour-ahead solar irradiance forecast based on real-time K-means++ clustering on the input side and CNN-LSTM | Litcius