Optimized photovoltaic power forecast using k-means clustering based error reduction.
Katrin SchulteLars EngelLars QuakernackJens HaubrockPublished in: ISGT EUROPE (2023)
Keyphrases
- error reduction
- k means
- classification error
- maximum power point tracking
- solar energy
- significant improvement
- classification accuracy
- clustering algorithm
- semi supervised
- power generation
- iterative learning
- load forecasting
- feature selection
- wind power
- class imbalance
- labeled data
- power system
- decision rules
- short term
- expectation maximization
- active learning