Optimal management of office energy consumption via Q-learning algorithm.
Guang ShiDerong LiuQinglai WeiPublished in: ACC (2017)
Keyphrases
- energy consumption
- learning algorithm
- wireless sensor networks
- energy efficient
- energy saving
- energy efficiency
- sensor networks
- energy conservation
- environmental impact
- data transmission
- base station
- routing protocol
- management system
- routing algorithm
- residual energy
- data center
- save energy
- data aggregation
- multi hop
- resource limitations
- energy aware
- machine learning
- power management
- total energy
- sensor nodes
- active learning
- network management
- data gathering
- communication networks
- topology control
- power consumption
- data management
- data sets
- reduce the energy consumption