30 citations · 35 across the 2 of their papers we have counts for
7 papers
Understanding electricity prices beyond the merit order principle using explainable AI
Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo +2
Electricity prices in liberalized markets are determined by the supply and demand for electric power, which are in turn driven by various external influences that vary strongly in…
Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid
Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut +2
Monitoring and modelling the power grid frequency is key to ensuring stability in the electrical power system. Many tools exist to investigate the detailed deterministic dynamics a…
Arbitrary-order finite-time corrections for the Kramers-Moyal operator
Leonardo Rydin Gorjão, Dirk Witthaut, Klaus Lehnertz +1
With the aim of improving the reconstruction of stochastic evolution equations from empirical time-series data, we derive a full representation of the generator of the Kramers-Moya…
Spatio-temporal complexity of power-grid frequency fluctuations
Leonardo Rydin Gorjão, Benjamin Schäfer, Dirk Witthaut +1
Power-grid systems constitute one of the most complex man-made spatially extended structures. These operate with strict operational bounds to ensure synchrony across the grid. This…
kramersmoyal: Kramers--Moyal coefficients for stochastic processes
Leonardo Rydin Gorjão, Francisco Meirinhos
kramersmoyal is a python library to extract the Kramers--Moyal coefficients from timeseries of any dimension and to any desired order. This package employs a non-parametric Nadaray…
Data-driven model of the power-grid frequency dynamics
Leonardo Rydin Gorjão, Mehrnaz Anvari, Holger Kantz +4
The energy system is rapidly changing to accommodate the increasing number of renewable generators and the general transition towards a more sustainable future. Simultaneously, bus…