Probabilistic load flow calculation method, giving consideration to photovoltaic non-linear correlation, for power system
A probabilistic power flow calculation and power system technology, applied in the electric power field, can solve the problems of limited scope of application, failure to consider the nonlinear correlation of photovoltaic output, etc., and achieve the effect of accurate probability calculation results
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[0025] The following are specific embodiments of the invention and in conjunction with the accompanying drawings, the technical solutions of the present invention are further described, but the present invention is not limited to these embodiments.
[0026] A power system probabilistic power flow calculation method considering photovoltaic nonlinear correlation, comprising the following steps:
[0027] step one
[0028] Establish the probability model of the photovoltaic power station. According to the weighted Gaussian mixture model, the probability density function of the output of the photovoltaic power station is:
[0029]
[0030] Take the measured data of the active power output of the photovoltaic power station as the observation data X={x 1 ,x 2 ,...,x N} into formula (2) to iterate the EM algorithm,
[0031]
[0032] Calculate the unknown parameter α in the probability density function of the output of the photovoltaic power station m , μ m ,
[0033] W...
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