A new compound structure combining DAWNN with modified water cycle algorithm-based synchronous optimization for wind speed forecasting

A new compound structure combining DAWNN with modified water cycle algorithm-based synchronous optimization for wind speed forecasting

With the aims to improve the forecasting performance, a novel hybrid model based on variational mode decomposition (VMD), phase space reconstruction (PSR), improved water cycle algorithm (WCA) and double activation function wavelet neural network (DAWNN) is established for wind speed forecasting. In...

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Bibliographic Details
Main Authors: Ying Meng, Sizhou Sun, Yu Wang, Chenxi Wang
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Variational mode decomposition
Phase space reconstruction
Water cycle algorithm
Wavelet neural network
Multi-step wind speed forecasting
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722017541

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http://www.sciencedirect.com/science/article/pii/S2352484722017541

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