A Novel Hybrid Model of WRF and Clearness Index-Based Kalman Filter for Day-Ahead Solar Radiation Forecasting

A Novel Hybrid Model of WRF and Clearness Index-Based Kalman Filter for Day-Ahead Solar Radiation Forecasting

Day-ahead forecasting of solar radiation is essential for grid balancing, real-time unit dispatching, scheduling and trading in the solar energy utilization system. In order to provide reliable forecasts of solar radiation, a novel hybrid model is proposed in this study. The hybrid model consists of...

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Bibliographic Details
Main Authors: Yuzhang Che, Lewei Chen, Jiafeng Zheng, Liang Yuan, Feng Xiao
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
WRF (Weather Research and Forecasting) model
kalman filter
hybrid model
clearness index
solar radiation forecasting
Online Access:https://www.mdpi.com/2076-3417/9/19/3967

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