Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer

Keyphrases

• Wind Power Forecasting 100%
• Spatial Transformer 100%
• Transformer Network 50%
• Interscale 25%
• High Permeability 25%
• Electric Power Systems 25%
• Superior Performance 25%
• Temporal Features 25%
• Wind Power 25%
• Model Representation 25%
• Short-term Prediction 25%
• Long-term Forecasting 25%
• Power System Operation 25%
• Power Fluctuation 25%
• Downsampling 25%
• Upsampling 25%
• Power Energy 25%
• Global Correlation 25%
• Spatial Features 25%
• Hourglass 25%
• Intermittent Power 25%
• Spatial-temporal Features 25%
• Feature Augmentation 25%
• Pollution-free 25%
• Encoder-decoder 25%
• Skip Connection 25%
• Fusion Block 25%
• Parallel Transformer 25%
• Forecasting Problem 25%
• Power Forecasting Model 25%
• Context Information Fusion 25%
• Long-range Temporal Dependencies 25%

Computer Science

• Temporal Feature 100%
• Transformer Network 100%
• Representation Model 50%
• Superior Performance 50%
• Term Prediction 50%
• Experimental Result 50%
• System Operation 50%
• Spatial Correlation 50%
• Power Fluctuation 50%
• Upsampling 50%

Engineering

• Wind Power 100%
• Renewables 20%
• Experimental Result 20%
• Power Fluctuation 20%
• Power System Operation 20%
• Electric Power Systems 20%
• Spatial Correlation 20%
• Intermittent Power 20%
• Long-Term Forecasting 20%