Digital twin-supported deep learning for fault diagnosis

Time seriesIntroduced 2024-11-02

This is a dataset used to test deep learning-supported deep learning for fault diagnosis:

  • A digital twin model for a robot.
  • A synthetic data from the digital twin to train a deep learning-based fault diagnosis model.
  • A real dataset collected from the real robot to test the sim-to-real performance. Download the dataset from: https://nextcloud.centralesupelec.fr/s/7AR6aamBZNXcRM8/download