Search Results for author: Evelyn Heylen

Found 2 papers, 0 papers with code

Computationally Efficient Electromagnetic Transient Power System Studies using Bayesian Optimization

no code implementations20 Oct 2023 Willem Leterme, Evelyn Heylen

The power system of the future will be governed by complex interactions and non-linear phenomena, that should be studied more and more through computationally expensive software simulations.

Bayesian Optimization

Benchmarking Explanatory Models for Inertia Forecasting using Public Data of the Nordic Area

no code implementations14 Jul 2023 Jemima Graham, Evelyn Heylen, Yuankai Bian, Fei Teng

This paper investigates the performance of a day-ahead explanatory model for inertia forecasting based on field data in the Nordic system, which achieves a 43% reduction in mean absolute percentage error (MAPE) against a state-of-the-art time-series forecast model.

Benchmarking Time Series

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