Multi-step wind speed prediction based on turbulence intensity and hybrid deep neural networks

•It is the first study to apply wind speed turbulence intensity to wind speed prediction.•The extraction method for real-time wind speed turbulence intensity is investigated.•Integrated recursive neural network is developed to enhance the prediction capability.•Discovered the relationship between resolution of features and prediction accuracy.