3D-CNN-Based Sky Image Feature Extraction for Short-Term Global Horizontal Irradiance Forecasting

3D-CNN-Based Sky Image Feature Extraction for Short-Term Global Horizontal Irradiance Forecasting

The instability and variability of solar irradiance induces great challenges for the management of photovoltaic water pumping systems. Accurate global horizontal irradiance (GHI) forecasting is a promising technique to solve this problem. To improve short-term GHI forecasting accuracy, ground-based...

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Bibliographic Details
Main Authors: Hao Yang, Long Wang, Chao Huang, Xiong Luo
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Water
Subjects:
3D CNN
feature engineering
global horizontal irradiance
machine learning algorithm
sky image
Online Access:https://www.mdpi.com/2073-4441/13/13/1773

Internet

https://www.mdpi.com/2073-4441/13/13/1773

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