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Found 2 papers, 2 papers with code
ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series
The experimental results with two large real datasets show that the proposed approach outperforms current solutions, including state-of-the-art time series classifiers applied to appliance detection.
Appliance Detection Using Very Low-Frequency Smart Meter Time Series
This paper presents an in-depth evaluation and comparison of state-of-the-art time series classifiers applied to detecting the presence/absence of diverse appliances in very low-frequency smart meter data.
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