Federated learning fault diagnosis

This repository contains parts of code for the publication publication "Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis" by Hao et al.

Brief description of the provided code/data

Signal_processing.py: Python file for data preparation and signal processing.

The corresponding data repositories can be downloaded at: https://data.mendeley.com/datasets/ms2zktk6v9/draft?a=501aa5f7-ba1a-414e-ac59-4674cea70bc4

NOTE: Please contact Hao Lu, hlu1@iastate.edu, for any questions.