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A review of prognostics and health management of machine tools
The International Journal of Advanced Manufacturing Technology ( IF 2.9 ) Pub Date : 2020-03-28 , DOI: 10.1007/s00170-020-05202-3
Marco Baur , Paolo Albertelli , Michele Monno

Abstract

This paper presents a survey of the applications of prognostics and health management maintenance strategy to machine tools. A complete perspective on this Industry 4.0 cutting-edge maintenance policy, through the analysis of all its preliminary phases, is given as an introduction. Then, attention is given to prognostics, whose different approaches are briefly classified and explained, pointing out their advantages and shortcomings. After that, all the works on prognostics of machine tools and their main subsystem are reviewed, highlighting current open research areas for improvement.



中文翻译:

机床的预后和健康管理综述

摘要

本文介绍了预测学和健康管理维护策略在机床中的应用。通过对所有工业初步阶段的分析,可以全面了解此工业4.0前沿维护策略。然后,对预测学给予了关注,对它们的不同方法进行了简要分类和解释,指出了它们的优点和缺点。之后,对机床及其主要子系统的预测学的所有工作进行了回顾,突出了当前尚待改进的开放研究领域。

更新日期:2020-03-28
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