Ten-minute prediction of solar irradiance based on cloud detection and a long short-term memory (LSTM) model
Author:
Funder
National Natural Science Foundation of China
State Key Laboratory of Hydroscience and Engineering
Qinghai Science and Technology Department
Natural Science Foundation of Qinghai
Publisher
Elsevier BV
Subject
General Energy
Reference44 articles.
1. Short-term solar radiation forecasting by advecting and diffusing MSG cloud index;Arbizu-Barrena;Sol. Energy,2017
2. Time Series Analysis: Forecasting and Control;Box,2015
3. Very short-term solar irradiance forecast using all-sky imaging and real-time irradiance measurements;Caldas;Renew. Energy,2019
4. Cloud detection in all-sky images via multi-scale neighborhood features and multiple supervised learning techniques;Cheng;Atmos. Meas. Tech.,2017
5. Intra-hour forecasting with a total sky imager at the UC San Diego solar energy testbed;Chow;Sol. Energy,2011
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