Day-Ahead Forecast of Photovoltaic Power Based on a Novel Stacking Ensemble Method.

Luyao Liu Qie Sun Ronald Wennersten Zhigang Chen

Published 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