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

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

17 December 2023

Adrien Petralia

Philippe Charpentier

Themis Palpanas

ArXiv (abs)PDF HTML

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

3 / 3 papers shown

DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series

DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time SeriesIEEE International Conference on Data Engineering (ICDE), 2025

Adrien Petralia

Philippe Charpentier

Themis Palpanas

196

1

0

06 Jun 2025

Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series

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

Philippe Charpentier

Themis Palpanas

201

3

0

06 Jun 2025

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity

NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity

Adrien Petralia

Philippe Charpentier

Themis Palpanas

199

2

0

06 Jun 2025