A regression unsupervised incremental learning algorithm for solar irradiance prediction

Intensity of solar irradiance directly affects solar power generation and this makes solar irradiance forecasting a vital process in energy management systems. Existing forecasting systems show positive solar irradiance forecasting performance, but most of them are not accurate in real-life especial...

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Bibliographic Details

Published in:	Renewable energy Vol. 164; pp. 908 - 925
Main Authors:	Puah, Boon Keat, Chong, Lee Wai, Wong, Yee Wan, Begam, K.M., Khan, Nafizah, Juman, Mohammed Ayoub, Rajkumar, Rajprasad Kumar
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01-02-2021
Subjects:	Artificial intelligence Data decomposition Energy management system Incremental learning Regression enhanced self-organizing incremental neural networks Solar irradiance Solar irradiance Incremental learning Regression enhanced self-organizing incremental neural networks Data decomposition Artificial intelligence Energy management system
Online Access:	Get full text
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