[O12-9] Controls and Drives of Electric Machines

8:50 AM - 9:10 AM JST(11:50 PM - 12:10 AM UTC)

[O12-9-02] Deep Transfer Learning-based Fault Diagnosis Scheme for Auxiliary Inverter Drive Systems in Unmanned Ships with Multi-source Signal Monitoring

*Dengjie Lu¹, Shan Li^2,1, Jiayu Zhang¹, Shan Jiang¹, Zhi Yang¹ (1. Shanghai Marine Equipment Research Institute (SMERI) (China), 2. College of Electrical Engineering,Zhejiang University (China))

Keywords:

Fault Diagnosis,Unmanned Ships,Power Electronics,Inverter,Deep Transfer Learning,Domain Adaptation,Multi-sensor Monitoring