Aversarial-Multiple-Domain-Adaptation-for-Fault-Diagnosis
This is an implementation of single source multiple target domain adaptation for fault diagnosis
- 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:
- Clone the repository
- Download the fault diagnosis datsets.
- Use the provided datapreprocessing codes to process the data.
- Run AMDA (1SmT).