Deep Belief Network-Based Gas Path Fault Diagnosis for Turbofan Engines

Deep Belief Network-Based Gas Path Fault Diagnosis for Turbofan Engines

A gas path fault diagnosis scheme for turborfan engines based on deep belief network (DBN) is presented. The scheme is constructed according to the diagnosis principles of gas path faults and is composed of a turbofan engine reference model and a DBN diagnosis model. The DBN diagnosis model is a sta...

Full description

Bibliographic Details
Main Authors: Jianguo Xu, Xingyi Liu, Binbin Wang, Jiaqi Lin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Turbofan engine
gas path
fault diagnosis
deep belief network
orthogonal test
Online Access:https://ieeexplore.ieee.org/document/8896878/

Internet

https://ieeexplore.ieee.org/document/8896878/

Similar Items