The Application of CI-based Virtual Instrument in Gear Fault Diagnosis

被引：0

作者：

Shao, Renping ^{[1
]}

Li, Yonglong ^{[1
]}

Cao, Jingming ^{[1
]}

机构：

[1] Northwestern Polytech Univ, Sch Mechatron, Xian 710072, Peoples R China

来源：

2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 3, PROCEEDINGS | 2009年

关键词：

Virtual Instrument (VI); Computational Intelligence (CI); fault diagnosis; feature extraction; gear system;

D O I：

10.1109/IITA.2009.342

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A gear fault detection system, Virtual Instrument Diagnostic System, is developed by combining both advantages of VC++ and MATLAB and using the two hybrid programming method. The interface is designed by VC++ and the calculation of test data, signal processing and graphical display are completed by MATLAB. After conversion program converted in VC-F from *. m file is completed by interface software, a various multi-functional gear fault diagnosis software system is successfully designed. The software system, one possesses various functions including the introduction of gear vibration signals, signal processing, graphics display, fault detection and diagnosis, detecting and monitoring, which has the ability of diagnosing gear faults primely, has a considerable application foreground in the field of fault diagnosis.

引用

页码：190 / 193

页数：4

共 7 条

[1]

CHEN X, 2007, J WUT INFORM MANAGEM, V19, P41

[2]

[何勇 He Yong], 2003, [浙江大学学报. 农业与生命科学版, Journal of Zhejiang University], V29, P119

[3]

LV Y, 2002, J WUHAN U SEI TECH N, V25, P135

[4] Intelligent condition monitoring of a gearbox using artificial neural network [J].

Rafiee, J. ;

Arvani, F. ;

Harifi, A. ;

Sadeghi, M. H. .

MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2007, 21 (04) :1746-1754

[5]

Shao Renping, 2008, Chinese Journal of Mechanical Engineering, V44, P161, DOI 10.3901/JME.2008.06.161

[6] Fault detection using transient machine signals [J].

Timusk, Markus ;

Lipsett, Mike ;

Mechefske, Chris K. .

MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2008, 22 (07) :1724-1749

[7]

Zhang MH, 2007, PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, P1343

← 1 →