Wind turbine generator cut-in/cut-out wind speed optimization method and system and equipment medium
A wind turbine, cutting out wind speed technology, applied in mechanical equipment, wind power generation, wind turbines, etc., can solve the problems of frequent start and stop of fans, loss of power generation of the unit, and decrease of the fatigue life of the unit, so as to reduce fatigue load and increase power generation. effect of ability
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[0026] The present invention is described in further detail below in conjunction with accompanying drawing:
[0027] Such as figure 1 As shown, it is the wind turbine cut-in / cut-out wind speed tuning method described in the present invention, including the following process:
[0028] Step 1: Govern and analyze the big data of wind turbine operation, identify and eliminate abnormal data points, and use multiple curve functions to fully and smoothly fit the power curve of wind turbines, thereby establishing a high-precision wind turbine power generation capacity power curve function.
[0029] To manage and analyze the big data of wind turbine operation, firstly, the time stamp in the operation data is used as the time series feature, the power and the speed of the wind rotor are used as the physical feature, and the cut-in wind speed and cut-out wind speed are used as the wind speed judgment feature. Secondly, use an unsupervised model based on clustering algorithm (or isolatio...
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