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27425 A predictive model for smart control of a domestic heat pump and thermal storage
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van Leeuwen, R.P. and Gebhardt, I. and de Wit, J.B. and Smit, G.J.M. (2016) A predictive model for smart control of a domestic heat pump and thermal storage. In: Proceedings of SMARTGREENS 2016, 23-25 Apr 2016, Rome, Italy. pp. 136-145. SCITEPRESS digital library. ISBN 978-989-758-184-7

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Official URL: http://dx.doi.org/10.5220/0005762201360145

Abstract

The purpose of this paper is to develop and validate a predictive model of a thermal storage which is charged by a heat pump and used for domestic hot water supply. The model is used for smart grid control purposes and requires measurement signals of flow and temperature at the inlet and outlet of the storage to determine charged and discharged thermal energy, and electrical energy consumption of the heat pump. The paper reviews possible simulation models and describes a predictive model for the state of charge and for the heat pump power consumption during charging based on experimental data. Simulations are carried out and results are compared with experiments. The model is applied in a case of domestic smart energy control for which results are shown.

Item Type:Conference or Workshop Paper (Full Paper, Other)
Research Group:EWI-CAES: Computer Architecture for Embedded Systems, EWI-DMMP: Discrete Mathematics and Mathematical Programming
Research Program:CTIT-General
Research Project:Smart Grid Meppel Energie, iCARE: Personal Climate And Ambience Control For Zero Energy Buildings
Uncontrolled Keywords:Smart Energy Storage, Energy Profiling and Measurement, Smart Grid, Optimal Heat Pump Control, Energy Management Systems, Load Balancing
ID Code:27425
Status:Published
Deposited On:29 November 2016
Refereed:Yes
International:Yes
More Information:statistics

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