Security risk assessment method of wind-power-included electric power system based on Gaussian mixture distribution characteristics
A technology of Gaussian mixture and distribution characteristics, applied in wind power generation, system integration technology, information technology support system, etc., to achieve the effect of single compensation method, improvement of accuracy, and simplification of the calculation process
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[0020] The present invention will be described in further detail below in conjunction with the accompanying drawings.
[0021] The safety risk assessment method of the power system containing wind power based on the Gaussian mixture distribution characteristics described in the present invention is aimed at solving the difficulty in solving the probability distribution of the output power of the wind farm in the safety risk assessment of the power system containing wind power based on the probability flow (the semi-invariant solution is cumbersome) problem, including the following steps:
[0022] Step 1. Statistical distribution of historical data of output power of wind farms, and establishment of a non-parametric probability distribution model of output power of wind farms;
[0023] Step 2, establishing a Gaussian mixture distribution model of wind farm output power, determining the number of sub-Gaussian distributions through the non-parametric probability distribution mode...
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