Distributed fault detection in industrial system based on sensor wireless network

被引:28
作者
Tan, K. K. [1 ]
Huang, S. N. [1 ]
Zhang, Y. [1 ]
Lee, T. H. [1 ]
机构
[1] Natl Univ Singapore, Singapore 117576, Singapore
关键词
Distributed system; WSN; Fault detection; Observer; Tool wear; TOOL WEAR ESTIMATION; FEED-CUTTING FORCE; ADAPTIVE-OBSERVER; ACOUSTIC-EMISSION;
D O I
10.1016/j.csi.2008.03.024
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In metal cutting processes, an effective monitoring system, based on a suitably developed scheme or set of algorithms can maintain machine tools in good condition and delay the occurrence of tool wear. In this paper, an approach is developed for fault detection based on a distributed system. Firstly, identifying of sensor instrumentation system is responsible for the signal processing and the system fault information. Secondly, the sensor wireless networks are used to transmit the data (lower layer) to or receive the commands from the computer center (top layer). Thirdly. the computer center at the top layer will monitor the overall system and generate the alarm signals or the commands when the faults occur. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:573 / 578
页数:6
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