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...

Preloading with a surcharge is today commonly used together prefabricated vertical drains for embankment construction on clayey soil to accelerate primary consolidation and increase strength. Because of considerable uncertainty related mainly the rate consolidation, there need account this in drain design ensure quality construction. Addressing issue, paper presents novel probabilistic methodol...