Deep Echo State Network with Variable Memory Pattern for Solar Irradiance Prediction

Accurate solar irradiance prediction plays an important role in ensuring the security and stability of renewable energy systems. Solar irradiance modeling is usually a time-dependent dynamic model. As a new kind of recurrent neural network, echo state network (ESN) shows excellent performance in the...

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Bibliographic Details
Main Authors: Qian Li, Tao Li, Jiangang Ouyang, Dayong Yang, Zhijun Guo
Format: Article
Language:English
Published: Hindawi-Wiley 2022-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2022/8506312