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07/24/2023
Identifying drivers and mitigators for congestion and redispatch in the German electric power system with explainable AI
The transition to a sustainable energy supply challenges the operation o...
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12/09/2022
Understanding electricity prices beyond the merit order principle using explainable AI
Electricity prices in liberalized markets are determined by the supply a...
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10/17/2022
Predicting Dynamic Stability from Static Features in Power Grid Models using Machine Learning
A reliable supply with electric power is vital for our society. Transmis...
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09/27/2022
Predicting the power grid frequency of European islands
Modelling, forecasting and overall understanding of the dynamics of the ...
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05/27/2022
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows
Electricity is traded on various markets with different time horizons an...
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04/22/2022
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI
The energy transition introduces more volatile energy sources into the p...
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10/27/2021
Validation Methods for Energy Time Series Scenarios from Deep Generative Models
The design and operation of modern energy systems are heavily influenced...
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09/10/2021
Secondary control activation analysed and predicted with explainable AI
The transition to a renewable energy system poses challenges for power g...
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06/14/2021
Exploring deterministic frequency deviations with explainable AI
Deterministic frequency deviations (DFDs) critically affect power grid f...
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04/17/2020