On-line conformalized neural networks ensembles for probabilistic forecasting of day-ahead electricity prices.
Alessandro BrusaferriAndrea BallarinoLuigi GrossiFabrizio LauriniPublished in: CoRR (2024)
Keyphrases
- electricity markets
- market clearing
- neural network
- short term
- wind power
- electric power
- market participants
- unit commitment
- long term
- neural network ensemble
- bidding strategies
- market prices
- power generation
- software agents
- bayesian networks
- decision trees
- business models
- electricity consumption
- artificial neural networks
- back propagation
- generative model
- probabilistic model
- pattern recognition
- fuzzy logic
- wind speed
- backpropagation neural networks
- competitive learning
- supply chain management
- recurrent neural networks
- ensemble methods
- forecast models
- multilayer perceptron
- neural network model
- multi agent systems
- genetic algorithm