Sequential Learning-Based Physics-Informed Neural Network Modeling for Parameter Estimation on a Power Converter

Samuela Rokocakau, Panagiotis Kakosimos, Giulia Tresca +1

A staged physics-informed neural network (PINN) is proposed for identifying the inductance, capacitance and parasitic resistances of a DC buck converter from time-domain data. Grad…