A Hybrid Model Based on Multi-Stage Principal Component Extraction, GRU Network and KELM for Multi-Step Short-Term Wind Speed Forecasting.
Feng ZouWenlong FuPing FangDongzhen XiongRenming WangPublished in: IEEE Access (2020)
Keyphrases
- short term
- multistage
- wind speed
- multi step
- principal components
- long term
- wind power
- principal component analysis
- forecasting model
- short term and long term
- wind turbine
- medium term
- short term prediction
- load forecasting
- stochastic programming
- arima model
- stock market
- dynamic programming
- dimensionality reduction
- lot sizing
- power generation
- k nearest neighbor
- neural network
- hyperplane
- covariance matrix
- evolutionary algorithm