Two-stage short-term wind power probabilistic prediction using natural gradient boosting combined with neural network.
Siyi ZhangMingbo LiuMin XieShunjiang LinPublished in: Appl. Soft Comput. (2024)
Keyphrases
- short term prediction
- short term
- wind power
- gradient boosting
- long term
- neural network
- wind speed
- chaotic time series
- power generation
- loss function
- load forecasting
- relational domains
- forecasting model
- probabilistic model
- neuro fuzzy
- prediction model
- arima model
- artificial intelligence
- wind turbine
- power plant
- dynamical systems
- prediction accuracy
- artificial neural networks
- feature extraction