Publications

(2021). Probabilistic Short-Term Low-Voltage Load Forecasting using Bernstein-Polynomial Normalizing Flows. Workshop Tackling Climate Change with Machine Learning at ICML.

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(2021). Review of Low-Voltage Load Forecasting: Methods, Applications, and Recommendations. arXiv:2106.00006v1.

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(2021). DIN SPEC 91410-2:2021-05: Energieflexibilität – Teil 2: Identifizierung und Bewertung von Flexibilität in Gebäuden und Quartieren. Beuth Verlag.

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(2020). Integration of Building Inertia Thermal Energy Storage into Smart Grid Control. In SEST 2020.

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(2020). Generalized Additive Modeling of Building Inertia Thermal Energy Storage for Integration into Smart Grid Control. In IEEE Access.

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(2020). Sector-Coupled District Energy Management with Heating and Bi-Directional EV-Charging. In IEEE PowerTech 2021.

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(2019). Subgradient Methods for Averaging Household Load Profiles under Local Permutations. In PowerTech 2020.

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(2018). Residential short-term load forecasting using convolutional neural networks. In 2018 IEEE SmartGridComm.

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(2018). The Impact of Electric Vehicles on Low Voltage Grids: A Case Study of Berlin. In 2018 PSCC.

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