Domain Knowledge Aids in Signal Disaggregation; the Example of the Cumulative Water Heater

Alexander Belikov, Guillaume Matheron, Johan Sassi

In this article we present an unsupervised low-frequency method aimed at detecting and disaggregating the power used by Cumulative Water Heaters (CWH) in residential homes. Our mod…