Ambitionierte europäische und nationale Zielvorgaben in der Energiepolitik führen in den letzten Jahren zu einem Umbruch der Energiewirtschaft, der vor allem durch den Ausbau von erneuerbaren Energien geprägt ist. Die Charakteristika dieser Energieträger bedingen, dass ihre Erschließung...

The motivation of this thesis is to develop a multi-energy residential service demand (MESD) model. The approach is based on earlier modelling concepts. Electricity is simulated by the help of a first-order Markov-chain approach simulating pseudorandom solar irradiation data as well as occupancy...

Energy systems based on renewable energy sources require increasing demand side flexibility. Also, changes in the underlying cost structure, i. e., decreasing variable costs and increasing infrastructure investments, and varying customer needs should be reflected in the setup of future markets,...

The trend towards decentralized energy systems with an emphasis on renewable energy sources (RES) causes increased fluctuations and non-negligible weather-related uncertainties on the future supply side. Stochastic modeling techniques enable an adequate consideration of uncertainties in the...

The optimization of decentralized energy systems is an important practical problem that can be modeled using stochastic programs and solved via their large-scale, deterministic equivalent formulations. Unfortunately, using this approach, even when leveraging a high degree of parallelism on large...