Non-parallel bounded support matrix machine and its application in roller bearing fault diagnosis

•A novel non-parallel bounded support matrix machine (NPBSMM) is proposed.•A constraint norm group (CNG) is constructed, which can suppress negative influence of outliers and enhance robustness.•The dual problem of NPBSMM avoids the calculation of matrix inversion.•Multi-rank left and right projecti...

Full description

Bibliographic Details

Published in:	Information sciences Vol. 624; pp. 395 - 415
Main Authors:	Pan, Haiyang, Xu, Haifeng, Zheng, Jinde, Tong, Jinyu
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.05.2023
Subjects:	Constraint norm group Fault diagnosis Multi-rank left and right projection matrix Non-parallel bounded support matrix machine Roller bearing Fault diagnosis Roller bearing Non-parallel bounded support matrix machine Multi-rank left and right projection matrix Constraint norm group
ISSN:	0020-0255, 1872-6291
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!