Residual-Informed Learning of Solutions to Algebraic Loops

Felix Brandt, Andreas Heuermann, Philip Hannebohm +1

This paper presents a residual-informed machine learning approach for replacing algebraic loops in equation-based Modelica models with neural network surrogates. A feedforward neur…