Clustering residential electricity consumption data to create archetypes that capture household behaviour in south africa

W Toussaint, D Moodley - South African Computer Journal, 2020 - journals.co.za
Clustering is frequently used in the energy domain to identify dominant electricity
consumption patterns of households, which can be used to construct customer archetypes …

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

LW Yerbury, RJGB Campello, GC Livingston Jr… - arxiv preprint arxiv …, 2024 - arxiv.org
The widespread adoption of smart meters for monitoring energy consumption has generated
vast quantities of high-resolution time series data which remains underutilised. While …

[PDF][PDF] Design Patterns for Detecting and Mitigating Bias in Edge AI

W Hutiri - 2023 - pure.tudelft.nl
Prof. dr. ME Warnier Delft University of Technology Prof. dr. ir. N. Meratnia Eindhoven
University of Technology Prof. dr. CM Jonker Delft University of Technology Prof. dr. JA …