An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting.
Belén Vega-MárquezJavier Solí-s-Garcí-aIsabel A. Nepomuceno-ChamorroCristina Rubio-EscuderoPublished in: SOCO (2021)
Keyphrases
- learning models
- electricity markets
- market clearing
- short term
- electric power
- multivariate time series
- unit commitment
- machine learning algorithms
- machine learning
- loss function
- learning algorithm
- learning tasks
- software agents
- power generation
- bidding strategies
- wind power
- learning problems
- classification models
- conditional random fields
- semi supervised learning
- long term
- real world
- load forecasting
- market participants
- model selection
- artificial neural networks
- market prices
- support vector
- information retrieval
- sparse metric learning