Demonstrating model-based reinforcement learning for energy efficiency and demand response using hot water vessels in net-zero energy buildings.
Hussain KazmiSimona D'OcaPublished in: ISGT Europe (2016)
Keyphrases
- energy efficiency
- model based reinforcement learning
- energy consumption
- power consumption
- wireless sensor networks
- markov decision processes
- energy efficient
- energy saving
- sensor networks
- data center
- energy management
- response time
- energy conservation
- energy aware
- routing protocol
- power management
- sensor nodes
- power saving
- battery powered
- smart home
- network lifetime
- reinforcement learning
- topology control
- lead time
- reduce the energy consumption
- cluster head
- database
- residual energy
- routing algorithm
- intelligent agents
- linear programming
- data model