LAPSE:2023.7088
Published Article
LAPSE:2023.7088
Who Produces the Peaks? Household Variation in Peak Energy Demand for Space Heating and Domestic Hot Water
Anders Rhiger Hansen, Daniel Leiria, Hicham Johra, Anna Marszal-Pomianowska
February 24, 2023
Abstract
Extensive research demonstrates the importance of user practices in understanding variations in residential heating demand. Whereas previous studies have investigated variations in aggregated data, e.g., yearly heating consumption, the recent deployment of smart heat meters enables the analysis of households’ energy use with a higher temporal resolution. Such analysis might provide knowledge crucial for managing peak demand in district heating systems with decentralized production units and increased shares of intermittent energy sources, such as wind and solar. This study exploits smart meter heating consumption data from a district heating network combined with socio-economic information for 803 Danish households. To perform this study, a multiple regression analysis was employed to understand the correlations between heat consumption and socio-economical characteristics. Furthermore, this study analyzed the various households’ daily profiles to quantify the differences between the groups. During an average day, the higher-income households consume more energy, especially during the evening peak (17:00−20:00). Blue-collar and unemployed households use less during the morning peak (5:00−9:00). Despite minor differences, household groups have similar temporal patterns that follow institutional rhythms, like working hours. We therefore suggest that attempts to control the timing of heating demand do not rely on individual households’ ability to time-shift energy practices, but instead address the embeddedness in stable socio-temporal structures.
Keywords
district heating, energy demand, energy flexibility, energy practices, occupant behavior, peak energy usage, smart heat meters
Suggested Citation
Hansen AR, Leiria D, Johra H, Marszal-Pomianowska A. Who Produces the Peaks? Household Variation in Peak Energy Demand for Space Heating and Domestic Hot Water. (2023). LAPSE:2023.7088
Author Affiliations
Hansen AR: Department of the Built Environment, Aalborg University, 2450 Copenhagen, Denmark [ORCID]
Leiria D: Department of the Built Environment, Aalborg University, 2450 Copenhagen, Denmark
Johra H: Department of the Built Environment, Aalborg University, 2450 Copenhagen, Denmark
Marszal-Pomianowska A: Department of the Built Environment, Aalborg University, 2450 Copenhagen, Denmark [ORCID]
Journal Name
Energies
Volume
15
Issue
24
First Page
9505
Year
2022
Publication Date
2022-12-14
ISSN
1996-1073
Version Comments
Original Submission
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PII: en15249505, Publication Type: Journal Article
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LAPSE:2023.7088
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https://doi.org/10.3390/en15249505
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