26 citations · 29 across the 4 of their papers we have counts for
6 papers
Assessment of the regionalised demand response potential in Germany using an open source tool and dataset
Wilko Heitkoetter, Bruno U. Schyska, Danielle Schmidt +3
With the expansion of renewable energies in Germany, imminent grid congestion events occur more often. One approach for avoiding curtailment of renewable energies is to cover exces…
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…
A Forecast Based Load Management Approach For Commercial Buildings -- Comparing LSTM And Standardized Load Profile Techniques
Thomas Steens, Jan-Simon Telle, Benedikt Hanke +5
Load-forecasting problems have already been widely addressed with different approaches, granularities and objectives. Recent studies focus not only on deep learning methods but als…
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…
Regionalised heat demand and power-to-heat capacities in Germany -- An open data set for assessing renewable energy integration
Wilko Heitkoetter, Wided Medjroubi, Thomas Vogt +1
Higher shares of fluctuating generation from renewable energy sources in the power system lead to an increase in grid balancing demand. One approach for avoiding curtailment of ren…
Time delay effects in the control of synchronous electricity grids
Philipp C. Böttcher, Andreas Otto, Stefan Kettemann +1
The expansion of inverter-connected generation facilities (i.e. wind and photovoltaics) and the removal of conventional power plants is necessary to mitigate the impacts of climate…