ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series

17 December 2023

Papers citing "ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series"

3 / 3 papers shown

Title
DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time SeriesIEEE International Conference on Data Engineering (ICDE), 2025 Adrien Petralia Paul Boniol Philippe Charpentier Themis Palpanas 132 1 0 06 Jun 2025
Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter SeriesIEEE International Conference on Data Engineering (ICDE), 2025 Adrien Petralia Paul Boniol Philippe Charpentier Themis Palpanas 157 3 0 06 Jun 2025
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity Adrien Petralia Philippe Charpentier Youssef Kadhi Themis Palpanas 174 1 0 06 Jun 2025