Short-Term Wind Speed Interval Prediction Based on Ensemble GRU Model

Li, Chaoshun; Tang, Geng; Xue, Xiaoming; Saeed, Adnan; Hu, Xin

doi:10.1109/tste.2019.2926147

Public

Short-Term Wind Speed Interval Prediction Based on Ensemble GRU Model

Shared by NobleBlocks on Jul 1, 2019 • 12:00 AM UTC

Authors:

Chaoshun Li

Geng Tang

Xiaoming Xue

Abstract

Wind speed interval prediction is playing an increasingly important role in wind power production. The intermittent and fluctuant characteristics of wind power make high-quality prediction interval challenging. In this paper, a novel hybrid model based on a gated recurrent unit neural network and va...