Power-based modeling of power grids

26 May 2025, 17:10
1h 50m
Faculty of Mathematics

Faculty of Mathematics

TU Berlin

Speaker

Jakob Niehues (Potsdam Institute for Climate Impact Research)

Description

Renewable energy sources such as wind turbines and solar cells are connected to the power grid via grid-forming inverters (GFIs), which can contribute to grid stability and synchronization. Their rollout presents a significant modeling challenge, as GFIs are a relatively new and complex technology, of which there is a limited practical and theoretical understanding. In fact, physics-based modeling is often not feasible.

The so-called normal form of GFIs is a technology-neutral formulation of power grid dynamics that encompasses the space of all plausible GFIs, including established models for conventional generators. It has proven itself to be suited for grey-box modeling, system identification from data, and stability analysis of heterogeneous mixes of technologies. In the normal form approach, GFIs are voltage sources reacting to a collocated current, with the aim of providing a specified amount of power (voltage times current). Therefore, a connection to energy-based modeling lies at hand.

Energy-based modeling is often associated with a bottom-up approach, starting at the underlying physics, while the normal form is a top-down approach starting at the design goal. This contribution explores whether these two complementary approaches can be brought together.

Author

Jakob Niehues (Potsdam Institute for Climate Impact Research)

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