Long-term experimental study of price responsive predictive control in a real occupied single-family house with heat pump

Simon Thorsteinsson*, Alex Arash Sand Kalaee, Pierre Vogler-Finck, Henrik Lund Stærmose, Ivan Katic, Jan Dimon Bendtsen

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

2 Citations (Scopus)

Abstract

The continuous introduction of renewable electricity and increased consumption through electrification of the transport and heating sector challenges grid stability. This study investigates load shifting through demand side management as a solution. We present a four-month experimental study of a low-complexity, hierarchical Model Predictive Control approach for demand side management in a near-zero emission occupied single-family house in Denmark. The control algorithm uses a price signal, weather forecast, a single-zone building model, and a non-linear heat pump efficiency model to generate a space-heating schedule. The weather-compensated, commercial heat pump is made to act smart grid-ready through outdoor temperature input override to enable heat boosting and forced stops to accommodate the heating schedule. The cost reduction from the controller ranged from 2-17% depending on the chosen comfort level. The experiment demonstrates that load shifting is feasible and cost-effective, even without energy storage, and that the current price scheme provides an incentive for Danish end-consumers to shift heating loads. However, issues related to controlling the heat pump through input-manipulation were identified, and the authors propose a more promising path forward involving coordination with manufacturers and regulators to make commercial heat pumps truly smart grid-ready.

Original languageEnglish
Article number121398
JournalApplied Energy
Volume347
ISSN0306-2619
DOIs
Publication statusPublished - 1 Oct 2023

Bibliographical note

Publisher Copyright:
© 2023 The Author(s)

Keywords

  • Demand side management
  • Heat pump
  • Hierarchical model predictive control
  • Load shifting
  • Real experiment
  • Retrofit building control

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