5 citations · 9 across the 6 of their papers we have counts for
3 papers · 1 filter
Frequency dynamics of the Northern European AC/DC power system: a look-ahead study
Matas Dijokas, Danilo Obradovic, Georgios Misyris +2
A large share of renewable energy sources integrated into the national grids and an increased interconnection capacity with asynchronous networks, are the main contributors in redu…
Transient Stability Analysis with Physics-Informed Neural Networks
Jochen Stiasny, Georgios S. Misyris, Spyros Chatzivasileiadis
We explore the possibility to use physics-informed neural networks to drastically accelerate the solution of ordinary differential-algebraic equations that govern the power system…
Capturing Power System Dynamics by Physics-Informed Neural Networks and Optimization
Georgios S. Misyris, Jochen Stiasny, Spyros Chatzivasileiadis
This paper proposes a tractable framework to determine key characteristics of non-linear dynamic systems by converting physics-informed neural networks to a mixed integer linear pr…