Model-Based and Data-Driven HVAC Control Strategies for Residential Demand Response

Model-Based and Data-Driven HVAC Control Strategies for Residential Demand Response

The implementations of residential demand response (DR) based on heating, ventilation, and air conditioning (HVAC) are inseparable from effective control algorithms for coordinating the operating schedules of multiple HVAC devices. In this work, both model-based and data-driven HVAC control strategi...

Full description

Bibliographic Details
Main Authors: Xiao Kou, Yan Du, Fangxing Li, Hector Pulgar-Painemal, Helia Zandi, Jin Dong, Mohammed M. Olama
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Open Access Journal of Power and Energy
Subjects:
Alternating direction method of multipliers (ADMM)
deep deterministic policy gradient (DDPG)
heating
ventilation
air conditioning (HVAC) system
home energy management system (HEMS)
Online Access:https://ieeexplore.ieee.org/document/9437347/

Internet

https://ieeexplore.ieee.org/document/9437347/

Similar Items