Short-term wind speed forecasting based on long short-term memory and improved BP neural network
Short-term wind speed forecasting based on long short-term memory and improved BP neural network
Gonggui Chen,Bangrui Tang,3 Authors,Hongyu Long
2022 · DOI: 10.1016/J.IJEPES.2021.107365
124 Citations
TLDR
This model combines the principle of deep learning algorithm and the improved BP neural network to deal with nonlinear wind speed prediction and shows that this model can achieve the best performance and obtain higher prediction accuracy.