LMD Method and Multi-Class RWSVM of Fault Diagnosis for Rotating Machinery Using Condition Monitoring Information

LMD Method and Multi-Class RWSVM of Fault Diagnosis for Rotating Machinery Using Condition Monitoring Information

Timely and accurate condition monitoring and fault diagnosis of rotating machinery are very important to maintain a high degree of availability, reliability and operational safety. This paper presents a novel intelligent method based on local mean decomposition (LMD) and multi-class reproducing wave...

Full description

Bibliographic Details
Main Authors: Zhongjie Shen, Zhengjia He, Xuefeng Chen, Zhiwen Liu
Format: Article
Language:English
Published: MDPI AG 2013-07-01
Series:Sensors
Subjects:
local mean decomposition
reproducing wavelet kernel support vector machines
fault diagnosis
sensor-based vibration signals
rotating machinery
Online Access:http://www.mdpi.com/1424-8220/13/7/8679

Similar Items

Similar Items