Enhancing Wind Speed and Wind Power Forecasting Using Shape-Wise Feature Engineering: A Novel Approach for Improved Accuracy and Robustness.
Mulomba Mukendi ChristianYun Seon KimHyebong ChoiJaeyoung LeeSonghee YouPublished in: CoRR (2024)
Keyphrases
- wind power
- wind speed
- improved accuracy
- feature engineering
- short term
- dependency parsing
- wind turbine
- wind farm
- meteorological data
- text classification
- long term
- prediction accuracy
- power plant
- pairwise
- machine learning
- electricity markets
- labeled data
- neuro fuzzy
- speech processing
- natural language processing
- short term prediction
- forecasting model
- power generation
- neural network
- rough sets
- text mining
- evolutionary algorithm
- data analysis