no code implementations • 23 Jul 2020 • Karoline Brucke, Stefan Arens, Jan-Simon Telle, Thomas Steens, Benedikt Hanke, Karsten von Maydell, Carsten Agert
The granularity of data is 1 s. In this work, 52 device profiles are extracted from the aggregate power data.
no code implementations • 23 Jun 2020 • Karoline Brucke, Stefan Arens, Jan-Simon Telle, Sunke~Schlüters, Benedikt Hanke, Karsten von Maydell, Carsten Agert
This paper provides a formalization of the energy disaggregation problem for particle swarm optimization and shows the successful application of particle swarm optimization for disaggregation in a multi-tenant commercial building.