Authors:
R. P. van Leeuwen
1
;
J. Fink
2
and
G. J. M. Smit
2
Affiliations:
1
University of Twente and Saxion University of Applied Sciences, Netherlands
;
2
University of Twente, Netherlands
Keyword(s):
Heat Pump, Smart Grid Control, Domestic Hot Water, Floor Heating, Thermal Storage, Model Predictive Control, Optimization.
Related
Ontology
Subjects/Areas/Topics:
Energy and Economy
;
Energy Management Systems (EMS)
;
Energy-Aware Systems and Technologies
;
Load Balancing in Smart Grids
;
Optimization Techniques for Efficient Energy Consumption
;
Scheduling and Switching Power Supplies
;
Smart Grids
Abstract:
In this paper we investigate optimal control of a group of heat pumps. Each heat pump provides space heating and domestic hot water to a single household. Besides a heat pump, each house has a buffer for domestic hot water and a floor heating system for space heating. The paper describes models and algorithms used for the prediction and planning steps in order to obtain a planning for the heat pumps. The optimization algorithm minimizes the maximum peak electricity demand of the district. Simulated results demonstrate the resulting aggregated electricity demand, the obtained thermal comfort and the state of charge of the domestic hot water storage for an example house. Our results show that a model predictive control outperforms conventional control of individual heat pumps based on feedback control principles.