To main content

Striving for realism in analyses of building retrofit potential for the green energy system transition with agent-based modelling

Abstract

Analyses of the role of implementing energy efficiency measures for building mass upgrades in Norway suggest that there is a large extent of cost-efficient measures that can and should be implemented and would contribute to lowering the overall energy demand. Despite the available potential, upgrades are observed to be performed at considerably lower rates than cost-effective rates in practice. When including energy efficiency measures as investment decisions, results from energy systems models may thus be overly optimistic in suggesting that all cost-efficient measures will be implemented. We attempt to improve the realism of estimates of the realizable potential of building upgrades for Norwegian households based on existing behavioral research, where humans are not purely rational decision-makers, but rather act according to their values, motivations, barriers and mental shortcomings. The behavioral decision-making is modeled with an agent-based model (ABM) that incorporates both psychological factors of individual households as well as setting limits on how much agents can spend on upgrading the energy standard of their residence by different measures (insulation, changing windows/doors etc). In simulations, the households perform retrofits more gradually than cost-driven forecasts, consistent with survey results. The results from simulating different hypothetical policies to stimulate household retrofits suggest that households are sensitive to economic subsidies, and this can indeed increase the realized potential for energy efficiency in households. We combine the results from the ABM with IFE-TIMES-Norway to provide more realistic estimates of the savings achievable on a national scale through economic policies targeting Norwegian households.

Category

Conference lecture

Language

English

Author(s)

Affiliation

  • SINTEF Industry / Sustainable Energy Technology
  • Norwegian University of Science and Technology
  • Institute for Energy Technology

Presented at

Smart Energy Systems International Conference 2025

Place

Copenhagen

Date

15.09.2025 - 18.09.2025

Organizer

Aalborg University

Date

16.09.2025

Year

2025

View this publication at Norwegian Research Information Repository