Long-Term Energy Consumption Forecast for a Commercial Virtual Power Plant Using a Hybrid K-means and Linear Regression Algorithm.
Isla Almeida OliveiraPâmela Rugoni BelinCarlos José Alves SantosMathias Arno LudwigJúlia Da Rosa H. RodriguesCesare Quinteiro PicaPublished in: CIFEr (2022)
Keyphrases
- energy consumption
- power plant
- regression algorithm
- long term
- short term
- k means
- piecewise linear
- wireless sensor networks
- energy efficient
- energy saving
- energy efficiency
- energy conservation
- sensor networks
- electric power
- semi supervised
- regression methods
- routing protocol
- fault diagnosis
- data center
- historical data
- learning algorithm
- decision support system
- power generation
- soft computing
- residual energy
- carbon dioxide
- pattern recognition
- clustering algorithm
- databases
- co training
- feature selection algorithms
- power consumption
- data analysis
- total energy
- artificial intelligence
- neural network