Occupant-Oriented Demand Response with Model Predictive Heating Control in a Multi-Zone Residential Building
Abstract
This book introduces a framework for occupant-oriented demand response in residential buildings with distributed energy sources. Using model predictive control, it optimizes heat pump operation while integrating PV, batteries, and occupants’ thermal satisfaction. Results show over 20% cost savings and enhanced thermal satisfaction. PV integration further reduces costs by over 50%. The framework provides a practical, data-driven approach for versatile, energy-efficient building solutions.
Keywords
building control; multi-zone modeling; energy optimization; model predictive control; demand response; Gebäudesteuerung; Mehrzonenmodellierung; Energieoptimierung; modellprädiktive Regelung; Demand ResponseDOI
10.5445/KSP/1000174319ISBN
9783731513858Publisher
KIT Scientific PublishingPublisher website
https://www.ksp.kit.edu/index.php?link=shop&sort=allPublication date and place
2025Classification
Mechanical engineering and materials