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Publikation An Agent-based Model for Simulating Smart Grid Innovations(Hochschule für Wirtschaft FHNW, 2017) Schädler, Philippe; Wache, HolgerThe supply and demand of electricity grids has to be in balance at every time, otherwise devices may break or even blackouts will occur. The main objective of the Swiss EnergyStrategy 2050 is to deactivate the nuclear power plants and replace its energy production with more distributed renewable alternative energy sources. This transition will notonly have an impact on the electricity grid, but also on the energy markets. Renewable energy occurs on occasion and thus solutions for basic supply are still required. If the suppliers of basic supply are not able to produce economically, the balance is endangered. Due to the lack of data, it is impossible to predict the impact of future inuencers to the stability of the electricity grid and market. Furthermore, changing behaviour of customers and alternative markets models increase this uncertainty. Agent-based models enable simulations of scenarios where no historical data is available and have been successfully applied for studying different behaviour of electricity market and largescalesimulations, but without focusing on the grid and market stability of future energymixes. Applying the Design Science Research approach, an agent-based model has been designedto address this issue. The agents market, bookkeeper, grid, grid-region, representthe electricity market, the settlement with its regulations and the infrastructure onwhich consumers and suppliers act. Consumers demand energy based on seasonal orprice variations and the suppliers' production depends on seasonal variations, on thelocal solar irradiation or its exibility. The exibility describes the ability to react toa received order; some suppliers react instantly, others do not react at all or are onlyable to react limited and therefore have to pro-actively change their behaviour. Finally,prosumers that buy, store and sell energy have been implemented to represent smarthomes with batteries or hydro-storage power-plants....11 - Studentische ArbeitPublikation An Agent-based Model for Simulating Smart Grid Innovations(IEEE, 2018) Schädler, Philippe; Wache, Holger; Merelli, Emanuela; Mielczarski, Władysław; Wierzbowski, Michał; Olek, BłażejIn order to derive indicators for the future grid and market stability, in this paper an agent-based model is intro- duced, to simulate various scenarios. This includes new market designs, market mixes, emerging technological inventions and new regulations. Consumers demand energy based on seasonal variations or changing prices. The suppliers’ production might also depend on seasonal variations, on the local solar irradiation or its flexibility; the ability to react to the market requests. The model introduced in this paper has been used to describe an example scenario of the year 2035, representing a market mix that includes a variety different consumers and suppliers. Eventually it shows, how the model can be applied to model various scenarios and how the resulting grids frequency, the market prices and suppliers profit can be used as indicators for the grid and market stability.04B - Beitrag KonferenzschriftPublikation A Distance-Based Pareto Evolutionary Algorithm Based on SPEA for Combinatorial Problems(05.09.2016) Schädler, Philippe; Berdugo Valenzuela, Juan David; Hanne, Thomas; Dornberger, Rolf06 - Präsentation