computational efficiency 1energy storage modeling 1markov transition matrix 1representative periods 1time series aggregation 1
From the 1 of 3 linked papers with an AI index.
3 papers
math.OC2026
Connecting Representative Periods in Energy System Optimization Models using Markov Transition Matrices
Felix C. A. Auer, Robert Gaugl, Thomas Klatzer +2
The paper introduces a method that uses Markov transition matrices to probabilistically link representative periods in energy system optimization models, improving the accuracy of…
eess.SY2026
Surrogate Modeling of Interconnector Flows: A Machine Learning Alternative to Full-Scale Power System Simulations with Application to Cross-Border Electricity Exchange
Robert Gaugl, Eloy Insunza, José Portela +1
Cross-border electricity exchanges are crucial for operating and planning highly renewable power systems. Many studies reduce spatial granularity to keep the models tractable and p…
math.OC2025
Implementing Dynamic Power Feed-In Limitations of Photovoltaic Systems in Distribution Grids for Generation Expansion Planning
Alexander Konrad, Robert Gaugl, Christoph Maier +1
The rapid growth of photovoltaic (PV) systems in Austria's medium- and low-voltage grids has intensified challenges in grid access, with technical limits increasingly leading to re…