Remote online machine condition monitoring system

被引：31

作者：

Pan, Min-Chun ^{[1
]}

Li, Po-Ching ^{[1
]}

Cheng, Yong-Ren ^{[2
]}

机构：

[1] Natl Cent Univ, Dept Mech Engn, Jhongli 320, Taoyuan County, Taiwan

[2] Ind Technol Res Inst, Energy & Environm Res Lab, Hsinchu, Taiwan

来源：

MEASUREMENT | 2008年 / 41卷 / 08期

关键词：

Remote monitoring; Machine condition monitoring; Fault diagnosis; Signal-processing;

D O I：

10.1016/j.measurement.2008.01.004

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

The study aims at realizing a remote online machine condition monitoring system built up in the architecture of both the Borland C++ Builder (BCB) software-developing environment and Internet transmission communication. Various signal-processing computation schemes such as time-frequency analysis and order tracking for signal analysis and pattern recognition purposes are implemented based upon the Borland C++ Builder graphical user interface. Thus machine fault diagnostic capability can be extended by using the socket application program interface as the transmission control protocol/Internet protocol (TCP/IP). In the study, the effectiveness of the developed remote diagnostic system is justified by monitoring a transmission-element test rig. A complete monitoring cycle including data acquisition, signal-processing, feature extraction, pattern recognition through the artificial neural networks, and online video surveillance, is demonstrated. Crown Copyright (C) 2008 Published by Elsevier Ltd. All rights reserved.

引用

页码：912 / 921

页数：10

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