43 citations · 51 across the 6 of their papers we have counts for
6 papers
Countries across the world use more land for golf courses than wind or solar energy
Jann Weinand, Tristan Pelser, Max Kleinebrahm +1
Land use is a critical factor in the siting of renewable energy facilities and is often scrutinized due to perceived conflicts with other land demands. Meanwhile, substantial areas…
Pareto local search for a multi-objective demand response problem in residential areas with heat pumps and electric vehicles
Thomas Dengiz, Andrea Raith, Max Kleinebrahm +2
In future energy systems characterized by significant shares of fluctuating renewable energy sources, there is a need for a fundamental change in electricity consumption. The energ…
Imitation learning with artificial neural networks for demand response with a heuristic control approach for heat pumps
Thomas Dengiz, Max Kleinebrahm
The flexibility of electrical heating devices can help address the issues arising from the growing presence of unpredictable renewable energy sources in the energy system. In parti…
Optimal system design for energy communities in multi-family buildings: the case of the German Tenant Electricity Law
Fritz Braeuer, Max Kleinebrahm, Elias Naber +2
Involving residential actors in the energy transition is crucial for its success. Local energy generation, consumption and trading are identified as desirable forms of involvement,…
Using attention to model long-term dependencies in occupancy behavior
Max Kleinebrahm, Jacopo Torriti, Russell McKenna +2
Models simulating household energy demand based on different occupant and household types and their behavioral patterns have received increasing attention over the last years due t…
Research trends in combinatorial optimisation
Jann Michael Weinand, Kenneth Sörensen, Pablo San Segundo +2
Real-world problems are becoming highly complex and, therefore, have to be solved with combinatorial optimisation (CO) techniques. Motivated by the strong increase of publications…