scholarly journals Cycle-consistent Adversarial Adaptation Network and its application to machine fault diagnosis

2021 ◽  
Author(s):  
Jinyang Jiao ◽  
Jing Lin ◽  
Ming Zhao ◽  
Kaixuan Liang ◽  
Chuancang Ding
2011 ◽  
Vol 141 ◽  
pp. 244-250
Author(s):  
Jian Wan ◽  
Tai Yong Wang ◽  
Jing Chuan Dong ◽  
Pan Zhang ◽  
Yan Hao

To insure that sampling signal integrity, accuracy and real-time performance can adapt to the development of rotating machine fault diagnosis technology, a master-slave architecture handheld rotating machine fault diagnosis instrument was developed based on S3C2410 ARM IC and TMS320VC5509A DSP IC. It provided an effective method for the field monitoring and diagnosis of the large rotating machine. The whole design idea and the structure of the hardware and the software were systematically introduced. The paper focused on the master-slave architecture design of the hardware, the communication methods between the master and the slave processor, and the signal pretreatment module design. Put into practice, the practicability, reliability and stability of the instrument were confirmed.


2005 ◽  
Vol 19 (2) ◽  
pp. 357-370 ◽  
Author(s):  
S. Zhang ◽  
J. Mathew ◽  
L. Ma ◽  
Y. Sun

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