Latest Research in Wind Energy Forecasting

Top Research Topics in Wind Energy Forecasting

• Energy Load and Power Forecasting — 21 papers
• Machine Learning — 6 papers
• Wind Energy Research and Development — 3 papers
• Meteorological Phenomena and Simulations — 3 papers
• Integrated Energy Systems Optimization — 2 papers
• Ocean Waves and Remote Sensing — 1 papers
• Wind and Air Flow Studies — 1 papers
• Coal Properties and Utilization — 1 papers
• Thermal Analysis in Power Transmission — 1 papers
• Wave and Wind Energy Systems — 1 papers

Highest-Cited Papers

1. Hybrid error correction model to enhance long-term wind field forecasting performance of coastal bridges by the WRF model
2. State-Adaptive Forecast Error Recalibration for probabilistic wind power forecasting
3. Regional Estimation of Wind Power Production in Finland Using k ‐Means Clustering and Power Curve Fitting
4. Audio-visual fusion for near-surface wind speed estimation using surveillance cameras
5. High Precision Prediction Model of Wind Speed for Underground Mine Tunnel by Using ASTF Net
6. Offshore Wind Resource Assessment and Wind Farm Optimization Using Machine Learning and CFD Modelling
7. A hybrid day-ahead wind speed prediction model based on refined WRF and attention-LSTM for coastal complex terrain
8. WaveHiTS: Wavelet-Enhanced Hierarchical Time Series Modeling for Wind Direction Nowcasting in Eastern Inner Mongolia
9. Explainable machine learning framework for dynamic line rating forecasting with adversarial robustness evaluation
10. Ultra-short-term wind vector prediction based on a two-stage decomposition
11. Change-point-driven adaptive deep learning framework for extreme wind event prediction under non-stationary atmospheric conditions
12. A 2D-CNNpred-MIRB framework for cross-condition response prediction of floating offshore wind turbine platforms
13. Offline Reinforcement Learning for Wind Farm Control: A Wind Tunnel Study under Dynamic Wind Directions
14. A Forecasting Framework for Ultrashort-Term Wind Power Based on Transformer-BiLSTM
15. A SIREN-Based Multi-Horizon Wind-Speed Forecasting Approach for Onshore and Offshore Wind Farms
16. Does Machine Learning Improve Wind Power Forecasting? An Experimental Investigation
17. Neural Network-Based Real-Time Wind Energy Estimation
18. Modelling Healthy Operations of Generator Bearings in Wind Farms
19. Predicting Wind Turbine Power Using Machine Learning and Weather Forecasts
20. A Dynamic Graph Fusion Model for Ultra-Short-Term Turbine-Level Wind Power Forecasting

Sub-Regions

• Energy Load and Power Forecasting — 11 papers
• Machine Learning — 10 papers
• Coal Properties and Utilization — 9 papers
• Ocean Waves and Remote Sensing — 7 papers
• Thermal Analysis in Power Transmission — 4 papers
• Energy Load and Power Forecasting — 1 papers