Leonardo Rydin Gorjão

According to our database, Leonardo Rydin Gorjão authored at least 21 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Data-Driven Modeling of Frequency Dynamics Observed in Operating Microgrids: A South African University Campus Case Study.

Jacques M. Maritz, Leonardo Rydin Gorjão, P. Armand Bester, Nicolaas Esterhuysen, Stefaans Erasmus, Stephanus Riekert, Reuben Immelman, Tiaan Geldenhuys, Alexandra Viljoen, Charl Bodenstein

IEEE Access, 2024

Identifying Complex Dynamics of Power Grid Frequency.

Xinyi Wen, Ulrich Oberhofer, Leonardo Rydin Gorjão, G. Cigdem Yalcin, Veit Hagenmeyer, Benjamin Schäfer

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

2023

jumpdiff: A <i>Python</i> Library for Statistical Inference of Jump-Diffusion Processes in Observational or Experimental Data Sets.

Leonardo Rydin Gorjão, Dirk Witthaut, Pedro G. Lind

J. Stat. Softw., 2023

Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows.

Hannes Hilger, Dirk Witthaut, Manuel Dahmen, Leonardo Rydin Gorjão, Julius Trebbien, Eike Cramer

CoRR, 2023

Non-standard power grid frequency statistics in Asia, Australia, and Europe.

Xinyi Wen, Mehrnaz Anvari, Leonardo Rydin Gorjão, G. Cigdem Yalcin, Veit Hagenmeyer, Benjamin Schäfer

CoRR, 2023

Non-linear, bivariate stochastic modelling of power-grid frequency applied to islands.

Ulrich Oberhofer, Leonardo Rydin Gorjão, G. Cigdem Yalcin, Oliver Kamps, Veit Hagenmeyer, Benjamin Schäfer

CoRR, 2023

Microscopic Fluctuations in Power-Grid Frequency Recordings at the Subsecond Scale.

Benjamin Schäfer, Leonardo Rydin Gorjão, G. Cigdem Yalcin, Ellen Förstner, Richard Jumar, Heiko Maaß, Uwe G. Kühnapfel, Veit Hagenmeyer

Complex., 2023

Stability Bounds of Droop-Controlled Inverters in Power Grid Networks.

Philipp C. Böttcher, Leonardo Rydin Gorjão, Dirk Witthaut

IEEE Access, 2023

Probabilistic Forecasting of Day-Ahead Electricity Prices and their Volatility with LSTMs.

Julius Trebbien, Sebastian Pütz, Benjamin Schäfer, Heidi S. Nygård, Leonardo Rydin Gorjão, Dirk Witthaut

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

MFDFA: Efficient multifractal detrended fluctuation analysis in python.

Leonardo Rydin Gorjão, Galib Hassan, Jürgen Kurths, Dirk Witthaut

Comput. Phys. Commun., 2022

Understanding electricity prices beyond the merit order principle using explainable AI.

Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut

CoRR, 2022

The stochastic nature of power-grid frequency in South Africa.

Leonardo Rydin Gorjão, Jacques M. Maritz

CoRR, 2022

Microscopic fluctuations in power-grid frequency recordings at the sub-second scale.

Benjamin Schäfer, Leonardo Rydin Gorjão, G. Cigdem Yalcin, Ellen Förstner, Richard Jumar, Heiko Maaß, Uwe G. Kühnapfel, Veit Hagenmeyer

CoRR, 2022

Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe.

Philipp C. Böttcher, Leonardo Rydin Gorjão, Christian Beck, Richard Jumar, Heiko Maaß, Veit Hagenmeyer, Dirk Witthaut, Benjamin Schäfer

CoRR, 2022

Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid.

Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer

IEEE Access, 2022

Validation Methods for Energy Time Series Scenarios From Deep Generative Models.

Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen

IEEE Access, 2022

2021

Arbitrary-Order Finite-Time Corrections for the Kramers-Moyal Operator.

Leonardo Rydin Gorjão, Dirk Witthaut, Klaus Lehnertz, Pedro G. Lind

Entropy, 2021

Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid.

Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer

CoRR, 2021

2020

Power grid frequency data base.

Richard Jumar, Heiko Maaß, Benjamin Schäfer, Leonardo Rydin Gorjão, Veit Hagenmeyer

CoRR, 2020

Data-Driven Model of the Power-Grid Frequency Dynamics.

Leonardo Rydin Gorjão, Mehrnaz Anvari, Holger Kantz, Christian Beck, Dirk Witthaut, Marc Timme, Benjamin Schäfer

IEEE Access, 2020

2019

kramersmoyal: Kramers-Moyal coefficients for stochastic processes.

Leonardo Rydin Gorjão, Francisco Meirinhos

J. Open Source Softw., 2019