A multi-layer approach to DN 50 electric valve fault diagnosis using shallow-deep intelligent models

A multi-layer approach to DN 50 electric valve fault diagnosis using shallow-deep intelligent models

Timely fault identification is important for safe and reliable operation of the electric valve system. Many research works have utilized different data-driven approach for fault diagnosis in complex systems. However, they do not consider specific characteristics of critical control components such a...

Full description

Bibliographic Details
Main Authors: Yong-kuo Liu, Wen Zhou, Abiodun Ayodeji, Xin-qiu Zhou, Min-jun Peng, Nan Chao
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Nuclear Engineering and Technology
Subjects:
Electric valve
Vibration and acoustic signal
Support vector machine
Particle swarm optimization
Deep belief network
Online Access:http://www.sciencedirect.com/science/article/pii/S1738573320300279

Similar Items

Similar Items