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clustering 1consumer segmentation 1demand response 1energy consumption 1set-to-set distance 1smart meter data 1

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stat.AP2025

Comparing Clustering Approaches for Smart Meter Time Series: Investigating the Influence of Dataset Properties on Performance

Luke W. Yerbury, Ricardo J. G. B. Campello, G. C. Livingston +2

The widespread adoption of smart meters for monitoring energy consumption has generated vast quantities of high-resolution time series data which remains underutilised. While clust…