Day-Ahead Forecast of Photovoltaic Power Based on a Novel Stacking Ensemble Method.
Luyao LiuQie SunRonald WennerstenZhigang ChenPublished in: IEEE Access (2023)
Keyphrases
- ensemble methods
- wind power
- ensemble learning
- base classifiers
- short term
- power generation
- power plant
- load forecasting
- electricity markets
- prediction accuracy
- random forests
- market clearing
- machine learning methods
- maximum power point tracking
- decision trees
- benchmark datasets
- long term
- random forest
- solar energy
- rotation forest
- wind speed
- generalization ability
- subspace methods
- base learners
- stochastic programming
- classifier ensemble
- wind turbine
- ensemble classifier
- forecasting model
- power system
- naive bayes
- machine learning algorithms
- ensemble members
- multilabel classification
- fault diagnosis
- soft computing