hdy-daniel / bearing-fault-diagnosis

domain adaption with LSGAN for bearing fault diagnosis

bearing-fault-diagnosis

deep learning methods for bearing fault diagnosis.

Data

bearing fault datasets are arranged in Dataset Object and packaged in *.pkl files.
Download in this link:https://pan.baidu.com/s/1rw-yfPTspuwcY7W1i5imLQ password：7kxc

Detail description of these datset is below
CWRU:http://csegroups.case.edu/bearingdatacenter/home
GERMAN:https://mb.uni-paderborn.de/kat/forschung/datacenter/bearing-datacenter/
ours:
8 bearings are tested (2 healthy, 3 inner race fault and 3 outer race fault)


　　　　EMD　　　　　　　drilling　　　　　　　natural

Project 1. domain adaption with advers