Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies.
Nicolò RubattuGabriele MaroniGiorgio CoraniPublished in: AALTD@ECML/PKDD (2023)
Keyphrases
- load forecasting
- feature engineering
- short term
- dependency parsing
- power system
- electricity consumption
- electric power
- text classification
- long term
- support vector regression
- forecasting accuracy
- machine learning
- bp neural network
- natural language processing
- demand forecasting
- forecast models
- probabilistic model
- bayesian networks
- generative model
- neural network
- power generation
- information extraction
- pairwise
- labeled data
- pattern recognition
- speech processing
- forecasting model
- reinforcement learning
- wind power
- electricity markets
- active learning
- non stationary