Hybrid solar irradiance now-casting by fusing Kalman filter and regressor

研究成果: 雜誌貢獻期刊論文同行評審

24 引文 斯高帕斯(Scopus)

摘要

In this work, a hybrid solar irradiance now-casting mechanism is proposed. The proposed hybrid predictor fuses the results from both Kalman filter predictor and regressor predictor to benefit from the advantages of both techniques. A time-varying adaptive system function for Kalman filter is designed to deal with ramp-down events for more accurate prediction. Three fusion alternatives based on local root mean square error computation are proposed and compared. The experimental results have validated the effectiveness of the proposed method on a challenging dataset.

原文???core.languages.en_GB???
頁(從 - 到)434-441
頁數8
期刊Renewable Energy
91
DOIs
出版狀態已出版 - 1 6月 2016

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