2 citations · 2 across the 2 of their papers we have counts for
3 papers
e-Values for Real-Time Residential Electricity Demand Forecast Model Selection
Fabian Backhaus, Karoline Brucke, Peter Ruckdeschel +1
With the growing number of forecasting techniques and the increasing significance of forecast-based operation - particularly in the rapidly evolving energy sector - selecting the m…
A Non-Intrusive Load Monitoring Approach for Very Short Term Power Predictions in Commercial Buildings
Karoline Brucke, Stefan Arens, Jan-Simon Telle +4
This paper presents a new algorithm to extract device profiles fully unsupervised from three phases reactive and active aggregate power measurements. The extracted device profiles…
Particle Swarm Optimization for Energy Disaggregation in Industrial and Commercial Buildings
Karoline Brucke, Stefan Arens, Jan-Simon Telle +4
This paper provides a formalization of the energy disaggregation problem for particle swarm optimization and shows the successful application of particle swarm optimization for dis…