Gear fault detection by unsupervised deep learning of autoencoder

Brief description

The repository contains some of the code used in the project aiming at designing a method for gear fault detection based on its vibrational signal. More details can be found here and in publication: doi: 10.3390/app14125282.

List of files

• data_stats_and_visu.py - data preprocessing, statistics and visualisation
• train_test_model.py - model of autoencoder, training, testing and metrics