Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis

Qin Wang, Cees Taal, Olga Fink

Data-driven fault diagnosis methods often require abundant labeled examples for each fault type. On the contrary, real-world data is often unlabeled and consists of mostly healthy…