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

Inactive Publication Date: 2020-11-03
CEEC HUNAN ELECTRIC POWER DESIGN INST
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Problems solved by technology

[0004] In the existing industrial yaw control methods, in order to avoid the high load of wind turbines caused by the rapid movement of the yaw system, the yaw speed is usually designed in the range of 0.2° / s to 0.8° / s; Overuse of the yaw actuator, the yaw system is always activated at discrete intervals, which will result in large yaw errors

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  • Novel yaw control method based on wind direction prediction
  • Novel yaw control method based on wind direction prediction
  • Novel yaw control method based on wind direction prediction

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Embodiment Construction

[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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Abstract

The invention discloses a novel yaw control method based on wind direction prediction. The method comprises the following steps of (1) establishing an ARIMA-KF prediction model for predicting the winddirection; and (2) performing yaw control based on an MPC of a finite control set. Compared with an existing industrial yaw control method, the novel yaw control method based on wind direction prediction has smaller yaw errors, and therefore the maximum wind power obtaining capacity is improved.

Description

technical field [0001] The invention relates to a yaw control method, in particular to a novel yaw control method based on wind direction prediction. Background technique [0002] Due to the increasing demand for wind resources, the research on wind turbines today focuses on the maximization of power generation under unit investment, in which yaw control technology plays an indispensable role, which can directly affect the power production and Component load. [0003] The work of yaw control will also affect the performance of wind turbines. On the one hand, the misalignment of yaw will reduce the wind power acquisition; on the other hand, the error of yaw may increase the load of each component, so the yaw system Operation has an important impact on the performance of wind turbines. [0004] In the existing industrial yaw control methods, in order to avoid the high load of wind turbines caused by the rapid movement of the yaw system, the yaw speed is usually designed in t...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): F03D7/04
CPCF03D7/043F03D7/045F03D7/0204Y02E10/72
Inventor 封焯文戴秋华宋英龙颜舍予朱世平肖玥
Owner CEEC HUNAN ELECTRIC POWER DESIGN INST
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