Abstract Wind power output has a high degree of randomness, so it is difficult to describe accurately with some typical probability distribution. The extreme values influence the sample’s general non-parametric kernel density estimation method, and estimated results are relatively conservative. A wind interval prediction method based on robust proposed improve compactness accuracy prediction. I...