26 citations · 52 across the 13 of their papers we have counts for
4 papers · 1 filter
A concise introduction to Koopman operator theory and the Extended Dynamic Mode Decomposition
Christophe Patyn, Geert Deconinck
The framework of Koopman operator theory is discussed along with its connections to Dynamic Mode Decomposition (DMD) and (Kernel) Extended Dynamic Mode Decomposition (EDMD). This p…
Improved Physics-Informed Neural Network based AC Power Flow for Distribution Networks
Victor Eeckhout, Hossein Fani, Md Umar Hashmi +1
Power flow analysis plays a critical role in the control and operation of power systems. The high computational burden of traditional solution methods led to a shift towards data-d…
Impact of Dynamic Operating Envelopes on Distribution Network Hosting Capacity for Electric Vehicles
Hossein Fani, Md Umar Hashmi, Emilio J. Palacios-Garcia +1
The examination of the maximum number of electric vehicles (EVs) that can be integrated into the distribution network (DN) without causing any operational incidents has become incr…
Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting
Yi Dong, Yingjie Wang, Mariana Gama +3
In the realm of power systems, the increasing involvement of residential users in load forecasting applications has heightened concerns about data privacy. Specifically, the load d…