hanxuhhh / machine-learning-of-arx-models-of-dynamical-systems-using-keras-and-mlp

Machine Learning of ARX Models of Dynamical Systems Using Keras and MLP networks

This project deals with learning the ARX model of a dynamical system. We use an MLP network to estimate the ARX model. There are two files: 1.- "system_identification_ARX.py" - is the main file 2.- "backward_euler.py" - is the file called from the first file, this file is used to simulate the system

I wrote a detailed post about this project. It can be found here:

https://aleksandarhaber.github.io/machine_learning/2018/12/20/mlp-sys-identification.html