PREDICTION AND PREVENTION OF SAFETY STOP OF A WIND TURBINE

    公开(公告)号:US20240141870A1

    公开(公告)日:2024-05-02

    申请号:US18500381

    申请日:2023-11-02

    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.

    OBTAINING INSTRUCTIONS WITHIN A WIND POWER PLANT PRIVATE NETWORK

    公开(公告)号:US20220403824A1

    公开(公告)日:2022-12-22

    申请号:US17774458

    申请日:2020-10-27

    Abstract: Obtaining within a private network of a power plant one or more instructions for controlling the power plant, wherein the power plant includes one or more wind turbine generators, and wherein one or more instructions for controlling the power plant are received at an external digital storage device placed externally with respect to the private network. The one or more instructions are stored in a queue in the external digital storage device. The one or more instructions are fetched from the queue independent with respect to events initiated externally with respect to the private network.

    DATA COLLECTION SYSTEM FOR WIND TURBINE DATA

    公开(公告)号:US20190155235A1

    公开(公告)日:2019-05-23

    申请号:US16091457

    申请日:2017-03-15

    Abstract: A method, controller, wind turbine, and computer program product are disclosed for collecting data from wind turbines in a wind farm. An example method generally includes receiving, from a client device, a subscription request identifying a plurality of data points to collect from a set of wind turbines. A wind farm server establishes a client interface with the client device. The wind farm server receives data points form the plurality of wind turbines and buffers the identified collected data points from the set of wind turbines in a data repository. Through the client interface, the wind farm server receives a request for data points collected from at least one wind turbine over a specified time period, and responsive to the request, transmits the requested data points to the client device. The wind farm server also may push collected data points from wind turbines to a data analysis system.

    A METHOD OF OBTAINING DATA
    4.
    发明申请

    公开(公告)号:US20220381223A1

    公开(公告)日:2022-12-01

    申请号:US17787515

    申请日:2020-12-16

    Abstract: The present disclosure provides a method for obtaining site data from a power plant within a private network of the power plant, where the power plant comprises one or more wind turbine generators. The method comprises a step of providing at an internal computer system placed internally with respect to the private network site data relating to the power plant, where the site data is in a site data format. The site date is stored in the internal computer system, and pushes to an external data interface outside the private network. The site data is transformed to a universal data format being different from the site data format before or after pushing the site data.

    DISTRIBUTED DATA ANALYSIS SYSTEM FOR WIND POWER PLANTS BACKGROUND

    公开(公告)号:US20200095979A1

    公开(公告)日:2020-03-26

    申请号:US16472939

    申请日:2017-11-24

    Abstract: A method, controller, wind turbine, and computer program product are disclosed for processing and analyzing wind turbine operational data in a distributed data analysis system. An example method generally includes obtaining, at a first data analysis system, operational data from a plurality of wind turbines in a first wind power plant, determining adjustments to wind turbine operational parameters based on the operational data, pushing the adjustments to the first wind power plant, transmitting the operational data to a second data analysis system not located at the first wind power plant, and transmitting the operational data from the first wind power plant and at least a second wind power plant to a third data analysis system, wherein the third data analysis system comprises a global data analysis system.

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