2 papers
eess.SY2024
Physics-informed Actor-Critic for Coordination of Virtual Inertia from Power Distribution Systems
Simon Stock, Davood Babazadeh, Sari Eid +1
The vanishing inertia of synchronous generators in transmission systems requires the utilization of renewables for inertial support. These are often connected to the distribution s…
eess.SY2024
Bayesian Physics-informed Neural Networks for System Identification of Inverter-dominated Power Systems
Simon Stock, Davood Babazadeh, Christian Becker +1
While the uncertainty in generation and demand increases, accurately estimating the dynamic characteristics of power systems becomes crucial for employing the appropriate control a…