Multi-zone Residential HVAC Control with Satisfying Occupants' Thermal Comfort Requirements and Saving Energy via Reinforcement Learning.
Zhengkai DingQiming FuJianping ChenHongjie WuYou LuFuyuan HuPublished in: PDCAT (2021)
Keyphrases
- energy saving
- air conditioning
- ventilating and air conditioning
- reinforcement learning
- energy consumption
- optimal control
- wireless sensor networks
- control problems
- function approximation
- robot control
- control system
- power consumption
- control strategy
- control strategies
- machine learning
- action selection
- multi agent
- real time
- functional requirements
- sensor networks
- control policy
- electrical power
- energy efficient
- adaptive control
- markov decision processes
- routing protocol
- real estate
- fault diagnosis
- control policies
- robotic control
- learning algorithm
- state space