To study the uncertainty of power system transient stability with grid-connected wind power in the process of power grid planning, Kriging surrogate model was proposed in this paper. The random and correlative wind speed predicted by the third order polynomial normal transformation method based on probability weighted moments was regarded as stochastic input. For each input, transient time-domain simulation was performed to obtain the stochastic response. Kriging surrogate model could be established to disp...