A Sparsity-Promoted Method Based on Majorization-Minimization for Weak Fault Feature Enhancement

A Sparsity-Promoted Method Based on Majorization-Minimization for Weak Fault Feature Enhancement

Fault transient impulses induced by faulty components in rotating machinery usually contain substantial interference. Fault features are comparatively weak in the initial fault stage, which renders fault diagnosis more difficult. In this case, a sparse representation method based on the Majorzation-...

Full description

Bibliographic Details
Main Authors: Bangyue Ren, Yansong Hao, Huaqing Wang, Liuyang Song, Gang Tang, Hongfang Yuan
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Sensors
Subjects:
rotating machinery
sparse representation
feature enhancing
Majorzation-Minimization
fault detection
Online Access:http://www.mdpi.com/1424-8220/18/4/1003

Internet

http://www.mdpi.com/1424-8220/18/4/1003

Similar Items