Incorporating bearing flexibility into a digital twin for supervised machine learning-based ball bearing diagnostics

IF 2.9 3区工程技术 Q2 MECHANICS

Mechanics Based Design of Structures and Machines Pub Date : 2024-09-01 DOI:10.1080/15397734.2024.2397453

Souleymane Sow, Xavier Chiementin, Lanto Rasolofondraibe, Olivier Cousinard

引用次数: 0

Abstract

Vibration analysis remains the most used technique for the maintenance of rotating machines, despite requiring their availability. However, with the emergence of Industry 4.0, digital twins provide...

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将轴承柔性纳入基于监督机器学习的滚珠轴承诊断数字孪生中

尽管需要对旋转机器进行可用性分析，但振动分析仍然是旋转机器维护中使用最多的技术。然而，随着工业 4.0 的出现，数字孪生提供了...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Mechanics Based Design of Structures and Machines 物理-力学

CiteScore

8.80

自引率

10.30%

发文量

111

审稿时长

5.3 months

期刊介绍： Emphasizing contemporary research of immediate and potential application to mechanical, civil, aerospace, and automotive engineering as well as naval architecture, Mechanics Based Design of Structures and Machines contains analytical, numerical, and experimental contributions of permanent interest to research engineers. In addition to classical applications such as structures and machine analysis and design, the journal encourages submission of new fundamental and interdisciplinary contributions of mechanics and mechanics-based design in emerging application areas such as robotics, automotive, space structures, smart structures, and micromachines. Other technical areas of interest include high-speed computing, numerical methods, structural optimization, variational methods, stability, fatigue and fracture mechanics, plasticity, and related basic applied mechanics and mechanics-based design.