Multi-Step Wind Speed Forecasting Based On Ensemble Empirical Mode Decomposition, Long Short Term Memory Network and Error Correction Strategy

Multi-Step Wind Speed Forecasting Based On Ensemble Empirical Mode Decomposition, Long Short Term Memory Network and Error Correction Strategy

It is of great significance for wind power plant to construct an accurate multi-step wind speed prediction model, especially considering its operations and grid integration. By integrating with a data pre-processing measure, a parameter optimization algorithm and error correction strategy, a novel f...

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Bibliographic Details
Main Authors: Yuansheng Huang, Lei Yang, Shijian Liu, Guangli Wang
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Energies
Subjects:
multi-step wind speed prediction
Ensemble Empirical Mode Decomposition
Long Short Term Memory
General Regression Neural Network
Brain Storm Optimization
Online Access:https://www.mdpi.com/1996-1073/12/10/1822

Internet

https://www.mdpi.com/1996-1073/12/10/1822

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