Novel yaw control method based on wind direction prediction
A technology of yaw control and prediction model, which is applied in the field of yaw control, can solve the problems of discontinuous start of yaw system and large yaw error, and achieve the effect of increasing the maximum wind power acquisition ability and small yaw error
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[0046] The present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.
[0047] refer to figure 1 , this embodiment includes the following steps:
[0048] (1) Establish an ARIMA-KF forecasting model for predicting wind direction, the specific steps are:
[0049] (1-1) Select the original wind direction data series. Since the yaw controller uses the average value of wind direction data, three types of wind direction data with different averaging periods: 10s, 30s and 60s are used to form the original wind direction data sequence.
[0050] (1-2) Define the ARIMA initial model. In this step, three types of original wind direction data series are used to train the ARIMA forecasting model, which includes three iterative steps: (i) Model identification, select a model from known models that is consistent with the given wind direction time series process; Fitting model. There are many methods for model ident...
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