Deep Reinforcement Learning-Based Security-Constrained Battery Scheduling in Home Energy System.
Bo WangZhongyi ZhaLijun ZhangLei LiuHuijin FanPublished in: IEEE Trans. Consumer Electron. (2024)
Keyphrases
- reinforcement learning
- energy management
- battery powered
- smart home
- energy consumption
- energy efficiency
- scheduling algorithm
- access control
- scheduling problem
- power consumption
- information security
- intrusion detection
- state space
- network security
- security policies
- energy minimization
- function approximation
- security mechanisms
- security requirements
- security issues
- wireless sensor nodes
- electric vehicles
- round robin
- energy efficient
- model free
- multi agent
- learning process
- reinforcement learning algorithms
- security level
- resource allocation
- wireless sensor networks
- optimal policy
- secure communication
- optimal control
- cyber security
- statistical databases
- resource constrained
- action selection
- learning algorithm
- resource constraints