Artikkelit

Julkaisun nimiA business model taxonomy for smart demand response in the residential sector
KirjoittajatKangas, H.-L., Ruggiero, S. & Annala, S.
JulkaisijaEnergy
ISBN/DOIhttps://doi.org/10.1016/j.energy.2026.140567
Julkaisupäivä24.2.2026

Abstract

This study develops a taxonomy of business models for smart demand response (DR) in the residential sector, focusing on a Nordic country: Finland. The research addresses the growing need for innovative DR solutions to enhance energy system flexibility as renewable energy sources become more prevalent. Through 18 qualitative interviews with Finnish DR companies, the study identifies and categorises business models into four distinct types: smart building services, energy company demand response, solar power demand response, and the Airbnb equivalent for electric appliances. Each model reflects different strategies for integrating DR technologies and services with existing market structures. The taxonomy provides a systematic framework for understanding and comparing these business models, highlighting their potential for market upscaling and contributing to the sustainable development of smart energy solutions in the residential sector.

Julkaisun nimiHousehold heterogeneity in valuation of heating energy costs
KirjoittajatRuokamo, E. & Sahari, A.
JulkaisijaEnergy Efficiency
ISBN/DOIhttps://doi.org/10.1007/s12053-025-10301-9
Julkaisupäivä3.2.2025

Abstract

This study analyses household heterogeneity in the valuation of lifetime heating energy costs. The valuation is estimated from the willingness to pay higher upfront costs at the moment of installing a residential heating system to obtain savings in heating costs over its lifetime. We combine extensive administrative register data on new houses built in Finland during 2010-2011 with local electricity prices and engineering estimates of heat consumption and estimate a mixed logit model of heating system choice. The data allow defining the valuation as a function of several observable household characteristics. On average, households are willing to pay €7 more in upfront costs to obtain annual savings of €1 in heating costs over the lifetime of the heating system. However, we find considerable heterogeneity across households and a valuation ranging from €2 to €15 in higher upfront costs. The relatively low valuation indicates policy measures could be needed to accelerate energy efficiency investments in the detached housing stock. Furthermore, the notable heterogeneity suggests the cost-effectiveness of policy measures can be improved by targeting the households with lowest valuations.