Visual predictive maintenance tool based on SOM projection techniques

I Diaz Blanco; A.A. Cuadrado Vega; . Diez Gonzalez; L. Rodriguez Loredo; F. Obeso Carrera; J.A. Rodriguez

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Visual predictive maintenance tool based on SOM projection techniques

机译：基于SOM投影技术的视觉预测性维护工具

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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.

机译：本文介绍了一种名为MAPREX的便携式状态监测系统，该系统是由奥维耶多大学和Aceralia之间在ECSC Steel RTD计划资助的一项研究项目中合作开发的。该系统基于自组织图（SOM）算法集成了强大的监视和数据可视化技术。本文详细描述了系统架构和性能，实现的可视化技术以及显示来自热轧机轧机机架的6,000 kW直流电动机的真实数据的示例。

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来源
《Revue de Metallurgie》 |2003年第3期|p.307-315|共9页
作者
I Diaz Blanco; A.A. Cuadrado Vega; . Diez Gonzalez; L. Rodriguez Loredo; F. Obeso Carrera; J.A. Rodriguez;
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作者单位

University of Oviedo;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类冶金工业;
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1. Visual predictive maintenance tool based on SOM projection techniques [J] . I. Diaz Blanco, A. A. Cuadrado Vega, A. Diez Gonzalez Revue de Metallurgie: Cahiers d'Informations Techniques . 2003,第3期

机译：基于SOM投影技术的视觉预测性维护工具
2. Predictive Maintenance of Machine Tool Systems Using Artificial Intelligence Techniques Applied to Machine Condition Data [J] . Wo Jae Lee, Haiyue Wu, Huitaek Yun, Procedia CIRP . 2019,第5期

机译：使用人工智能技术对机床状态数据进行机床系统的预测维护
3. A knowledge based machine tool maintenance planning system using case- based reasoning techniques [J] . Shan Wan, Li Dongbo, Gao James, Robotics and Computer Integrated Manufacturing . 2019,第AUGa期

机译：使用基于案例的推理技术的基于知识的机床维修计划系统
4. Visual Predictive Maintenance Tool based on SOM Projection Techniques [C] . lgnacio Diaz Blanco, Abel A. Cuadrado Vega, Alberto Diez Gonzalez International Steelmaking Days of ATS . 2002

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7. Visual predictive maintenance tool based on SOM projection techniques [O] . Díaz Blanco Ignacio, Cuadrado Vega Abel Alberto, Díez González Alberto Benjamín, 2003

机译：基于SOM投影技术的视觉预测性维护工具

Visual predictive maintenance tool based on SOM projection techniques

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