A two-step machine learning approach to statistical post-processing of weather forecasts for power generation.
Ágnes BaranSándor BaranPublished in: CoRR (2022)
Keyphrases
- post processing
- power generation
- machine learning
- weather forecasts
- power system
- preprocessing
- unit commitment
- weather forecast
- power plant
- short term
- electric power systems
- weather data
- wind power
- filtering method
- knowledge acquisition
- artificial intelligence
- human experts
- long term
- data analysis
- learning algorithm
- support vector machine
- data mining
- neural network
- computational intelligence
- production cost
- data mining process
- stochastic programming
- decision trees