Frequency control with aggregated heat pumps in buildings: A comparison of complex and simple control strategies

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Authors: Manuel Koch, Paul Scharnhorst, Parantapa Sawant, Colin Neil Jones
Cited by: 1
References: 35

Abstract

• Frequency control with 1000 aggregated heat pumps in simulated buildings. • Comparison of four different control schemes with different levels of complexity. • Total flexibility provided between 59 % to 76 % of the baseline energy consumption. • Simple control schemes show better cost-effectiveness, despite inferior performance. • Expected net profit only positive for larger buildings with current remunerations. As the share of electricity generation from non-dispatchable sources like wind and photovoltaics grows, so does the need for active grid stabilization. For this purpose, we use aggregated heat pumps in buildings as a virtual power plant. Unlike other technologies used to stabilize the grid, such as pumped hydro or natural gas power plants, the aggregation of buildings is not hindered by geography, nor does it incur any additional strain on the environment. However, a large number of buildings is required to reach a substantial level of deployable power. The right trade-off between cost and performance in the aggregation method is essential to be competitive with the more established technologies in this field. To this end, we evaluate simple and complex frameworks for frequency control with a simulated cluster of 1000 buildings, based on real data, and estimate their respective cost-effectiveness. The most complex methods, using full data access and bi-level optimization, yield the highest total flexibility provided and the lowest tracking error. However, the lower system costs of the less complex methods, relying on limited data and simplified formulations of the optimization problem, outweigh their inferior performance in terms of expected profitability. With the assumed tariffs, we only expect a net profit when using the more cost-effective methods with large buildings. To achieve profitability with small buildings within the specifics of our simulations, the remunerations would have to increase by a factor of two to seven.

Fields of Study & Subjects

Smart Grid Energy Management Integrated Energy Systems Optimization Building Energy and Comfort Optimization

Publication details

Journal / source
Energy and Buildings
Publisher
Elsevier BV
Volume
354
Pages
116975–116975
Publication date
11 January 2026
Language
EN