Wind power has significant randomness. Probabilistic prediction of wind is necessary to solve the problem safe and stable grid dispatching with integration large-scale power. Therefore, this paper proposes a novel nonparametric probabilistic model for based on extreme learning machine-quantile regression (ELM-QR). Firstly, ELM-QR models multiple quantiles are established, then new comprehensive...