Short Term Wind Speed Prediction Based on VMD and DBN Combined Model Optimized by Improved Sparrow Intelligent Algorithm

Short Term Wind Speed Prediction Based on VMD and DBN Combined Model Optimized by Improved Sparrow Intelligent Algorithm

Accurate wind speed prediction can help the power department to perceive the change rule of wind power in advance, reduce the impact of wind power grid connection, and then improve the wind power consumption rate. Therefore, an optimized variational modal decomposition (OVMD) method combined with op...

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Bibliographic Details
Main Authors: Lijuan Zhu, Wei Hu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Wind farm
wind speed
prediction accuracy
VMD
DBN
Online Access:https://ieeexplore.ieee.org/document/9869821/

Internet

https://ieeexplore.ieee.org/document/9869821/

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