Skip to main content

Table 2 Virous transfer task

From: A dynamic-model-based fault diagnosis method for a wind turbine planetary gearbox using a deep learning network

Class

Transfer task

Source domain

Target domain

Healthy conditions

1

A1 → B1, B1 → A1

1200 rpm

1200 rpm

NC,

CTF,

MTF,

SWF

A2 → B2, B2 → A2

1800 rpm

1800 rpm

2

A1 → B2, B1 → A2

1200 rpm

1800 rpm

B2 → A1, A2 → B1

1800 rpm

1200 rpm

3

C1 → A1, C1 → B1

1200 rpm

1200 rpm

C2 → A2, C2 → B2

1800 rpm

1800 rpm

4

C1 → A2, C1 → B2

1200 rpm

1800 rpm

C2 → A1, C2 → B2

1800 rpm

1200 rpm