Review
Published on 12 Jun 2023
Recent advances in data-driven prediction for wind power
in Wind Energy
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1204343
- 8,309 views
- 19 citations
30 articles related to "Wind Power Prediction"
Articles
Methods
Published on 24 Jan 2022
A Hybrid Forecasting Model Based on CNN and Informer for Short-Term Wind Power
in Wind Energy
Frontiers in Energy Research
doi 10.3389/fenrg.2021.788320
- 9,975 views
- 54 citations
Original Research
Published on 30 Nov 2023
Wind power output prediction: a comparative study of extreme learning machine
in Wind Energy
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1267275
- 1,966 views
- 6 citations
Brief Research Report
Published on 26 Jul 2022
Short-Term Power Prediction of a Wind Farm Based on Empirical Mode Decomposition and Mayfly Algorithm–Back Propagation Neural Network
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.928063
- 2,226 views
- 3 citations
Brief Research Report
Published on 04 Feb 2022
Wind Power Prediction Based on a Hybrid Granular Chaotic Time Series Model
in Wind Energy
Frontiers in Energy Research
doi 10.3389/fenrg.2021.823786
- 3,046 views
- 10 citations
Original Research
Published on 15 Feb 2022
A Wind Power Prediction Method Based on DE-BP Neural Network
in Process and Energy Systems Engineering
Frontiers in Energy Research
doi 10.3389/fenrg.2022.844111
- 3,465 views
- 24 citations
Brief Research Report
Published on 09 May 2022
Short-Term Wind Power Prediction via Spatial Temporal Analysis and Deep Residual Networks
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.920407
- 6,585 views
- 80 citations
Original Research
Published on 27 May 2022
Hybrid Short-Term Wind Power Prediction Based on Markov Chain
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.899692
- 2,021 views
- 9 citations
Original Research
Published on 06 Jan 2022
Wind Power Prediction in View of Ramping Events Based on Classified Spatiotemporal Network
in Process and Energy Systems Engineering
Frontiers in Energy Research
doi 10.3389/fenrg.2021.754274
- 2,115 views
- 5 citations
Methods
Published on 14 Sep 2021
A Multi-Step Prediction Method for Wind Power Based on Improved TCN to Correct Cumulative Error
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2021.723319
- 4,528 views
- 19 citations
Original Research
Published on 02 Nov 2023
Short-term wind power prediction based on anomalous data cleaning and optimized LSTM network
in Wind Energy
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1268494
- 2,327 views
- 10 citations
Original Research
Published on 09 Mar 2022
Wind Farm Energy Storage System Based on Cat Swarm Optimization–Backpropagation Neural Network Wind Power Prediction
in Wind Energy
Frontiers in Energy Research
doi 10.3389/fenrg.2022.850295
- 3,854 views
- 16 citations
Original Research
Published on 13 Apr 2023
Wind power prediction based on WT-BiGRU-attention-TCN model
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1156007
- 3,555 views
- 24 citations
Original Research
Published on 16 Oct 2024
A study of short-term wind power segmentation forecasting method considering weather on ramp segments
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2024.1474969
- 1,735 views
- 3 citations
Original Research
Published on 06 Jul 2023
A novel few-sample wind power prediction model based on generative adversarial network and quadratic mode decomposition
in Wind Energy
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1211360
- 2,302 views
- 4 citations
Original Research
Published on 30 May 2024
Hybrid energy storage configuration methodology, taking into account the accumulation of wind farm forecast deviations
in Energy Storage
Frontiers in Energy Research
doi 10.3389/fenrg.2024.1343879
- 1,692 views
- 1 citation