摘要
为了满足刀具故障远程监控的要求,提出一种基于Matlab的全新远程故障监控系统,通过RS485总线实现远程的数据采集和控制,通过Matlab Web Server实现与Internet进行通信,而Matlab把采集的数据进行小波神经网络分析处理和图形绘制。从硬件和软件两个方面进行了论述。该系统充分论述了利用Matlab小波、神经网络工具箱函数实现故障分析和Matlab在PC机环境下实现与单片机的RS485总线通信以及Matlab Web Server网络通信。测试结果表明方案可行、实用。
In order to meet the demand of remote monitoring, a new remote faults monitoring system based on Matlab is introduced. RS485 bus realizes remote data collection and control, and Matlab Web Server realizes INTERNET communication. Matlab realizes data analysis, disposal and plotting based on wavelet Neural -Networks. Both hardware and software are discussed in this paper. This system discusses on the tool＇s faults analysis based on wavelet Neural - Networks toolbox and the RS485 bus communication and Matlab Web Server internet communication between PC and MCU based on Matlab in detail. The testing result shows that the scheme is reliable and practical.
出处
《制造技术与机床》
CSCD
北大核心
2008年第3期28-31,共4页
Manufacturing Technology & Machine Tool
基金
2006年四川省教育厅青年基金(项目名称:基于网络的机器设备故障智能诊断监测系统研究,编号:2006B043)
