PHM综述:轴承和齿轮箱监测信号处理方法的实现

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
A. Soualhi, Y. Hawwari, K. Medjaher, G. Clerc, Razik Hubert, F. Guillet
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引用次数: 11

摘要

工业设备的可靠性和安全性是公司在成本和安全性方面越来越紧迫的行业中保持竞争力的主要目标之一。因此,意外关闭可能会导致人身伤害和经济后果。本文旨在展示行业中出现的预测和健康管理(PHM)概念,并描述它如何补充不同的维护策略。它描述了在健康监测中实施信号处理、诊断和预后方法所预期的好处。更具体地说,本文提供了可用于PHM策略的现有信号处理技术的最新状态。本文允许展示各种可能的技术,并从中选择一种技术,为工业监控轴承和齿轮箱等敏感部件定义一个框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PHM Survey : Implementation of Signal Processing Methods for Monitoring Bearings and Gearboxes
The reliability and safety of industrial equipments are one of the main objectives of companies to remain competitive in sectors that are more and more exigent in terms of cost and security. Thus, an unexpected shutdown can lead to physical injury as well as economic consequences. This paper aims to show the emergence of the Prognostics and Health Management (PHM) concept in the industry and to describe how it comes to complement the different maintenance strategies. It describes the benefits to be expected by the implementation of signal processing, diagnostic and prognostic methods in health-monitoring. More specifically, this paper provides a state of the art of existing signal processing techniques that can be used in the PHM strategy. This paper allows showing the diversity of possible techniques and choosing among them the one that will define a framework for industrials to monitor sensitive components like bearings and gearboxes.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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