Power control system and method of wind turbine generator
A technology for wind turbines and power control, applied in wind power generation, current collectors, electric vehicles, etc., can solve the problems of wind speed fluctuations, combustion products polluting the environment, and fan working instability, etc., to improve stability and reduce operation. Effects of costs and losses
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Embodiment 1
[0071] Embodiment 1: In step S1, wavelet decomposition and DE-SVM are used to predict the power according to the wind speed, and the sequence of the original wind speed is F={13,10,8,5,10}, The wind speed sequence decomposed by wavelet is D 1 = 0.1, 0.5, 0.4, 0.4, 0.5, D 2 =0.4,09,0.7,0.7,0.9, the wind speed sequence of the approximate sequence is A={12,9,7,8,10}, and choose the Db2 wavelet base to decompose and reconstruct the experimental data in two layers, and merge Normalize the original wind speed sequence F to train the SVM and get the normalized sample x' i , and normalize the sample x′ i Denormalize to get the real value x i , so as to obtain the output power P of the fan, and the rated wind speed is 1500KW;
[0072] According to the formula:
[0073]
[0074] x' 2 =0.625,x' 3 =0.375,x' 4 =0,x' 5 =0.625;
[0075] x 1 =x' 1 (13-5)+5=13;
[0076] x 2 =10;x 3 =8,x 4 =5,x 5 = 10;
[0077]
[0078] P 2 =1166KW; P3 =833kW; P 4 =333kW;P 5 =833kW; ...
Embodiment 2
[0081] Example 2: In step S2, the set of wind turbines generating electricity for users is ={Z, H, Q}, the electricity supplied to users by wind turbines in the first month is Z=600w, and the electricity supplied to users in the second month is H=580w, it is known that the electricity supplied to users in the third month is 450w, and the electricity supplied to users in the fourth month is 540w
[0082] According to the formula:
[0083]
[0084] | e 4 |=543-540=3w;
[0085]
[0086] | e 3 |=590-450=140w
[0087] According to the calculation results, it can be seen that the forecast of the fourth month is more accurate.
Embodiment 3
[0088] Embodiment 3: The energy storage capacitor of the existing wind turbine is charged and discharged, the charging time is 5 minutes, the discharging time is 2 minutes, and the voltage value in the charging process is V t , the voltage value during discharge is V o , the initial voltage of the capacitor is 180v, the known equivalent resistance is 500Ω, and the capacitance value is 3F;
[0089] According to the formula:
[0090]
[0091]
[0092] According to the calculation results, it can be obtained; V o >V t , the capacitor needs to be charged.
[0093] in: is a moving average of period 1, Z t-i is the observed value of period t-1 (t=1,2,3...N),|e t | is the absolute value of the deviation.
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