516 citations · 578 across the 9 of their papers we have counts for
10 papers
Local versus global stability in dynamical systems with consecutive Hopf-Bifurcations
Philipp C. Böttcher, Benjamin Schäfer, Stefan Kettemann +2
Quantifying the stability of an equilibrium is central in the theory of dynamical systems as well as in engineering and control. A comprehensive picture must include the response t…
Simultaneous optimisation of temperature and energy in linear energy system models
Patrik Schönfeldt, Adrian Grimm, Bhawana Neupane +6
Linear programming is used as a standard tool for optimising unit commitment or power flows in energy supply systems. For heat supply systems, however, it faces a relevant limitati…
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…