公开(公告)号：US20240141870A1

公开(公告)日：2024-05-02

申请号：US18500381

申请日：2023-11-02

Applicant: VESTAS WIND SYSTEMS A/S

Inventor： Morten Tim THORSEN ,  Casper Hillerup LYHNE ,  Johnny NIELSEN ,  Mikkel Kåe SKOVDAL

IPC: F03D7/04 ,  F03D7/02

CPC classification number: F03D7/046 ,  F03D7/0264 ,  F05B2270/20 ,  F05B2270/709

Abstract: Disclosed is a method, performed by an electronic device, for control of operation of a wind turbine. The method comprises obtaining wind turbine data indicative of one or more alerting events of the wind turbine, wherein the wind turbine data comprises warning data indicative of a warning of the wind turbine, and/or alarm data indicative of an alarm state of the wind turbine. The method comprises obtaining sensor data from a plurality of sensors of the wind turbine indicative of operating conditions associated with the wind turbine. The method comprises predicting, based on the wind turbine data and the sensor data, an upcoming safety stop by applying a machine learning model to the wind turbine data and the sensor data. The method may comprise providing, based on the predicted upcoming safety stop, control data indicative of a controlled stop or a derating to be performed by the wind turbine.