Energy consumption prediction of appliances using machine learning and multi-objective binary grey wolf optimization for feature selection.
Dorin MoldovanAdam SlowikPublished in: Appl. Soft Comput. (2021)
Keyphrases
- energy consumption
- multi objective
- feature selection
- machine learning
- optimization algorithm
- energy saving
- wireless sensor networks
- energy efficiency
- energy efficient
- energy conservation
- sensor networks
- base station
- sensor nodes
- save energy
- data transmission
- evolutionary algorithm
- electricity consumption
- data center
- routing algorithm
- genetic algorithm
- routing protocol
- energy aware
- power management
- feature subset
- cluster head
- particle swarm optimization
- learning algorithm
- active learning
- resource limitations
- residual energy
- objective function
- environmental impact
- reduce the energy consumption