Vibration fault diagnosis method based on gray level-gradient co-occurrence matrix for rotating machinery

Wei Dou; Zhan Sheng Liu; Zheng Xian Wang

Vibration fault diagnosis method based on gray level-gradient co-occurrence matrix for rotating machinery

Wei Dou^*
, Zhan Sheng Liu
, Zheng Xian Wang

^*Corresponding author for this work

School of Energy Science and Engineering, Harbin Institute of Technology

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Abstract

A diagnosis method based on gray level-gradient co-occurrence matrix was researched in this paper. This method was used to directly extract the features from graphics of rotating machinery by gray level-gradient co-occurrence matrix. And, fault diagnosis of rotating machinery was achieved by using artificial immune system. The test proves that this method can get high diagnosis accuracy.

Original language	English
Pages (from-to)	1939-1943
Number of pages	5
Journal	Hangkong Dongli Xuebao/Journal of Aerospace Power
Volume	23
Issue number	10
State	Published - Oct 2008
Externally published	Yes

Keywords

Fault diagnosis
Gray-gradient co-occurrence matrix
Parameters image
Rotating machinery
Texture feature

Cite this

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title = "Vibration fault diagnosis method based on gray level-gradient co-occurrence matrix for rotating machinery",

abstract = "A diagnosis method based on gray level-gradient co-occurrence matrix was researched in this paper. This method was used to directly extract the features from graphics of rotating machinery by gray level-gradient co-occurrence matrix. And, fault diagnosis of rotating machinery was achieved by using artificial immune system. The test proves that this method can get high diagnosis accuracy.",

keywords = "Fault diagnosis, Gray-gradient co-occurrence matrix, Parameters image, Rotating machinery, Texture feature",

author = "Wei Dou and Liu, \{Zhan Sheng\} and Wang, \{Zheng Xian\}",

year = "2008",

month = oct,

language = "英语",

volume = "23",

pages = "1939--1943",

journal = "Hangkong Dongli Xuebao/Journal of Aerospace Power",

issn = "1000-8055",

publisher = "BUAA Press",

number = "10",

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T1 - Vibration fault diagnosis method based on gray level-gradient co-occurrence matrix for rotating machinery

AU - Dou, Wei

AU - Liu, Zhan Sheng

AU - Wang, Zheng Xian

PY - 2008/10

Y1 - 2008/10

N2 - A diagnosis method based on gray level-gradient co-occurrence matrix was researched in this paper. This method was used to directly extract the features from graphics of rotating machinery by gray level-gradient co-occurrence matrix. And, fault diagnosis of rotating machinery was achieved by using artificial immune system. The test proves that this method can get high diagnosis accuracy.

AB - A diagnosis method based on gray level-gradient co-occurrence matrix was researched in this paper. This method was used to directly extract the features from graphics of rotating machinery by gray level-gradient co-occurrence matrix. And, fault diagnosis of rotating machinery was achieved by using artificial immune system. The test proves that this method can get high diagnosis accuracy.

KW - Fault diagnosis

KW - Gray-gradient co-occurrence matrix

KW - Parameters image

KW - Rotating machinery

KW - Texture feature

UR - https://www.scopus.com/pages/publications/55649109597

M3 - 文章

AN - SCOPUS:55649109597

SN - 1000-8055

VL - 23

SP - 1939

EP - 1943

JO - Hangkong Dongli Xuebao/Journal of Aerospace Power

JF - Hangkong Dongli Xuebao/Journal of Aerospace Power

IS - 10

ER -

Vibration fault diagnosis method based on gray level-gradient co-occurrence matrix for rotating machinery

Abstract

Keywords

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