Comparison of domestic lifestyle energy consumption clustering approaches

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

The need to promote energy conservation measures in residential buildings has been widely acknowledged. However, policies supporting such measures may be inadequate unless they recognize and address the effect of individuals and households lifestyle on energy consumption. This study compares two clustering approaches to segmenting a population by lifestyle using hierarchical cluster analysis: electricity use behavior (EUB) and household characteristics (HCH). The method was demonstrated in the dry Mediterranean city of Beer Sheva, Israel. The HCH approach appeared better than EUB at classifying households into distinct sub-groups of similar size, with significantly distinct annual electricity consumption. The results demonstrate the importance of selecting appropriate criteria for analysis, as they impact the identification of clusters and the policies that could be drafted based upon such research in the general case.

Original languageEnglish
Article number111537
JournalEnergy and Buildings
Volume253
DOIs
StatePublished - 15 Dec 2021

Keywords

  • Cluster analysis
  • Demand side management policy
  • Household electricity consumption
  • Lifestyle

Fingerprint

Dive into the research topics of 'Comparison of domestic lifestyle energy consumption clustering approaches'. Together they form a unique fingerprint.

Cite this