A review of distribution network applications based on smart meter data analytics

CL Athanasiadis, TA Papadopoulos… - … and Sustainable Energy …, 2024 - Elsevier
The large-scale roll-out of smart meters allows the collection of a vast amount of fine-grained
electricity consumption data. Once analyzed, such data can enable cutting-edge data-driven …

[HTML][HTML] Comparing four machine learning algorithms for household non-intrusive load monitoring

TL Young, J Gopsill, M Valero, S Eikvåg, B Hicks - Energy and AI, 2024 - Elsevier
Abstract The combination of Machine Learning (ML), smart energy meters, and availability of
household appliance energy profile data has opened new opportunities for Non-Intrusive …