Comparative analysis of model-free and model-based HVAC control for residential demand response.
Kuldeep R. KurteKadir AmasyaliJeffrey MunkHelia ZandiPublished in: BuildSys@SenSys (2021)
Keyphrases
- model free
- comparative analysis
- impedance control
- reinforcement learning
- temporal difference
- reinforcement learning algorithms
- function approximation
- semi quantitative
- policy iteration
- control system
- policy evaluation
- adaptive control
- energy consumption
- robotic systems
- average reward
- data mining
- artificial neural networks
- control strategies
- machine learning
- control method
- optimal control
- control strategy