Wind power prediction method, system and equipment based on VMD-HS-TimesNet combination model and medium

Wind power prediction method, system and equipment based on VMD-HS-TimesNet combination model and medium

The invention discloses a wind power prediction method, system and device based on a VMD-HS-TimesNet combination model and a medium. The method comprises the steps of obtaining historical wind power data of a current wind power plant; and inputting the historical wind power data of the current wind...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: KANG JIAN, LI JIA, FANG TAO, WANG JIANXING, ZHANG BEN, YANG FAN, WANG YU, WANG CHENGHAO, CHU ZIPING
Format: Patent
Sprache:chi ; eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:The invention discloses a wind power prediction method, system and device based on a VMD-HS-TimesNet combination model and a medium. The method comprises the steps of obtaining historical wind power data of a current wind power plant; and inputting the historical wind power data of the current wind power plant into the trained VMD-HS-TimesNet combination model to obtain a wind power prediction result at the to-be-predicted moment, and the method, system, device and medium can accurately predict the wind power. 本发明公开了一种基于VMD-HS-TimesNet组合模型的风电功率预测方法、系统、设备及介质，包括：获取当前风电场的历史风电功率数据；将所述当前风电场的历史风电功率数据输入至训练后的VMD-HS-TimesNet组合模型中，得到待预测时刻的风电功率预测结果，该方法、系统、设备及介质能够准确的预测风电功率。