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Wind driven generator power data processing method, computer equipment and medium

A wind power generator and data technology, applied in the field of data processing, can solve problems such as disorderly and disorderly distribution of data points, and achieve the effect of accurate and efficient data cleaning

Active Publication Date: 2022-05-27
北京寄云鼎城科技有限公司
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  • Claims
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Problems solved by technology

For the collected power data of wind turbines, due to the influence of a series of factors such as man-made (such as maintenance, power cuts, etc.) and non-man-made (weather, air density, ambient temperature, etc.), the original The distribution of data points of power data is chaotic and disorderly, so it cannot be directly used for the drawing of fan power curve of wind turbine and the performance analysis of wind turbine unit

Method used

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  • Wind driven generator power data processing method, computer equipment and medium
  • Wind driven generator power data processing method, computer equipment and medium
  • Wind driven generator power data processing method, computer equipment and medium

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Embodiment Construction

[0045] In order to illustrate the present invention more clearly, the present invention will be further described below with reference to the embodiments and accompanying drawings. Similar parts in the figures are denoted by the same reference numerals. Those skilled in the art should understand that the content specifically described below is illustrative rather than restrictive, and should not limit the protection scope of the present invention.

[0046] Each wind turbine has its own fan power curve, which needs to be drawn according to the collected power data of the wind turbine (power corresponding to different wind speeds). For the collected power data of wind turbines, due to the influence of a series of factors such as man-made (such as maintenance, power curtailment, etc.) and non-artificial (weather, air density, ambient temperature, etc.) The distribution of data points of power data is chaotic and disorderly, and cannot be directly used for drawing the fan power c...

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Abstract

The embodiment of the invention discloses a wind driven generator power data processing method, computer equipment and a medium. In one specific embodiment, the method comprises the following steps: acquiring power data of a wind driven generator, and dividing the acquired power data of the wind driven generator into a plurality of intervals according to wind speed; performing first marking based on a quartile method on the power data of the wind driven generator in each interval so as to mark abnormal power data with abnormally large power values in each interval; and performing second marking of an intra-group optimal variance method based on threshold adaptive setting on the unmarked power data in each interval so as to mark abnormal power data with abnormally small power values in each interval, and obtaining normal power data composed of the unmarked power data of each interval. According to the embodiment, data cleaning of the power data of the wind driven generator can be accurately and efficiently realized.

Description

technical field [0001] The present invention relates to the technical field of data processing. More specifically, it relates to a method, computer equipment and medium for processing power data of a wind turbine. Background technique [0002] Each wind turbine has its own fan power curve (wind speed-fan power scatter diagram), which needs to be drawn according to the collected power data of the wind turbine (power corresponding to different wind speeds). For the collected power data of wind turbines, due to the influence of a series of factors such as man-made (such as maintenance, power curtailment, etc.) and non-artificial (weather, air density, ambient temperature, etc.) The distribution of data points of power data is chaotic and disorderly, and cannot be directly used for drawing the fan power curve of wind turbines and analyzing the performance of wind turbines. Therefore, it is necessary to perform abnormality detection or screening on the original power data of th...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q50/06G06F16/215G06K9/62
CPCG06Q10/0639G06Q50/06G06F16/215G06F18/23213Y02E10/72
Inventor 时培昕付炳瑞傅若玮刘艳林李晰赵逸凡
Owner 北京寄云鼎城科技有限公司
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