Visual predictive maintenance tool based on SOM projection techniques

被引：0

作者：

Blanco, ID ^{[1
]}

Vega, AAC ^{[1
]}

González, AD ^{[1
]}

Loredo, LR ^{[1
]}

Carrera, FO ^{[1
]}

Rodríguez, JA ^{[1
]}

机构：

[1] Univ Oviedo, Oviedo, Spain

来源：

REVUE DE METALLURGIE-CAHIERS D INFORMATIONS TECHNIQUES | 2003年 / 100卷 / 03期

关键词：

D O I：

暂无

中图分类号：

TF [冶金工业];

学科分类号：

0806 ;

摘要：

This paper presents a portable condition monitoring system named MAPREX, which was developed as a result of the cooperation between the University of Oviedo and Aceralia inside of a research project funded by the ECSC Steel RTD program. The system integrates powerful monitoring and data visualization techniques based on the Self Organizing Map (SOM) algorithm. This paper describes in details the system architecture and performances, visualization techniques implemented and an example displaying real data from a 6,000 kW DC motor of a hot strip mill rolling stand.

引用

页码：307 / 315

页数：9