Detection method of wind speed anomaly fluctuation based on SSA−LSTM

Detection method of wind speed anomaly fluctuation based on SSA−LSTM

Aiming at the problem of high leakage rate and false alarm rate of traditional statistical methods for abnormal fluctuation in sensor monitoring data caused by dampers opening and closing, a SSA-LSTM wind speed abnormal fluctuation detection method based on the combination of Singular Spectrum Analy...

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Bibliographic Details
Main Authors: Lijun DENG, Jinbo YUAN, Jian LIU, Wentian SHANG
Format: Article
Language:zho
Published: Editorial Department of Coal Science and Technology 2024-03-01
Series:Meitan kexue jishu
Subjects:
abnormal fluctutions
dampers opening and closing
anomaly detection
ssa
lstm
time-series
Online Access:http://www.mtkxjs.com.cn/article/doi/10.12438/cst.2023-0463

Internet

http://www.mtkxjs.com.cn/article/doi/10.12438/cst.2023-0463

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