Very Short-Term Wind Direction Multistep Forecast Based on VMD-LSTM

Very Short-Term Wind Direction Multistep Forecast Based on VMD-LSTM

[Introduction] In order to accurately forecast the wind direction in the next 4 hours, a very short-term wind direction multistep forecast algorithm based on VMD-LSTM（Variational Mode Decomposition-Long Short-Term Memory） is proposed. [Method] Wind direction sequence was collected from 3 wind turbin...

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Bibliographic Details
Main Authors: Xiuhao LI, Huaixi LIU, Zhiyong ZHANG, Min ZHANG, Di WU, Desheng MIAO
Format: Article
Language:English
Published: Energy Observer Magazine Co., Ltd. 2023-01-01
Series:南方能源建设
Subjects:
wind direction
multistep forecast
variational mode decomposition（vmd）
sample entropy（se）
long short-term memory（lstm）
Online Access:https://www.energychina.press/en/article/doi/10.16516/j.gedi.issn2095-8676.2023.01.004

Internet

https://www.energychina.press/en/article/doi/10.16516/j.gedi.issn2095-8676.2023.01.004

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