Aversarial-Multiple-Domain-Adaptation-for-Fault-Diagnosis

This is an implementation of “Adversarial Multiple-TargetDomain Adaptation for Fault Diagnosis" (Accepted at IEEE Transaction on Instrumentation and Measurements)

• We conducted the experiements on two real datasets for fault diagnosis problem: CWRU dataset and KAt dataset.
• You can download CWRU dataset from this link https://csegroups.case.edu/bearingdatacenter/pages/welcome-case-western-reserve-university-bearing-data-center-website
• You can download KAt dataset from this link https://mb.uni-paderborn.de/kat/forschung/datacenter/bearing-datacenter/data-sets-and-download/

Reprodunce the results:

1. Clone the repository
2. Download the fault diagnosis datsets.
3. Use the provided datapreprocessing codes to process the data.
4. Run AMDA (1SmT).