Research and Development of Early Faults Diagnosis of Planetary Gear Trains

Fan Zhifeng; Zhang Rong; Wang Ting; Zhang Wei

doi:10.16578/j.issn.1004.2539.2023.03.021

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Research and Development of Early Faults Diagnosis of Planetary Gear Trains

Review | 更新时间：2023-03-29

- Research and Development of Early Faults Diagnosis of Planetary Gear Trains
- Journal of Mechanical Transmission Vol. 47, Issue 3, Pages: 156-164(2023)
- 作者机构：
  
  1.武昌工学院智能制造学院，湖北武汉 430065
  2.绿色风机制造湖北省协同创新中心，湖北武汉 430065
- 作者简介：
- 基金信息：
- DOI：10.16578/j.issn.1004.2539.2023.03.021
  CLC：
- Published：15 March 2023，
  
  Received：22 February 2022，
  
  Revised：13 April 2022，
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范志锋,张融,王婷等.行星轮系早期故障诊断的研究与进展[J].机械传动,2023,47(03):156-164.

Fan Zhifeng,Zhang Rong,Wang Ting,et al.Research and Development of Early Faults Diagnosis of Planetary Gear Trains[J].Journal of Mechanical Transmission,2023,47(03):156-164.
范志锋,张融,王婷等.行星轮系早期故障诊断的研究与进展[J].机械传动,2023,47(03):156-164. DOI： 10.16578/j.issn.1004.2539.2023.03.021.

Fan Zhifeng,Zhang Rong,Wang Ting,et al.Research and Development of Early Faults Diagnosis of Planetary Gear Trains[J].Journal of Mechanical Transmission,2023,47(03):156-164. DOI： 10.16578/j.issn.1004.2539.2023.03.021.

摘要

行星轮系是重要的旋转机械部件，对其早期故障进行诊断是避免重大事故发生的重要手段。行星轮系早期故障诊断已经成为学者研究的焦点。分析了行星轮系早期故障信号的特点，梳理了行星轮系早期故障机理、信号获取方法、故障特征提取与识别的研究现状；归纳总结了早期故障诊断研究存在的主要问题，提出了开展基于动力学模型的早期复合故障机理研究、基于多传感器的早期故障信号获取方法研究、基于多域分析的早期故障特征指标研究、基于数值模型驱动的早期故障诊断研究等方面的建议；为进一步开展行星轮系早期故障诊断的研究提供依据。

Abstract

The planetary gear train is an important rotating mechanical component

and its early faults diagnosis is an important means to avoid major accidents. Early faults diagnosis of planetary gear trains is bound to become the focus of scholars. The characteristics of early faults signals of planetary gear trains are analyzed

the research status of the early faults mechanism

signal acquisition methods

faults feature extraction and identification of planetary gear trains are combed

and the main problems in early faults diagnosis are summarized. Some suggestions are put forward

such as the research of early compound faults mechanism based on the dynamic model

the research of early faults signal acquisition method based on the multi-sensor

the research of early faults characteristic index based on multi-domain analysis

the research of early faults diagnosis based on numerical model and so on. It can be used as a reference for further research on early faults diagnosis of planetary gear trains.

关键词

行星轮系早期故障动力学建模信号分析与识别现状与发展

Keywords

Planetary gear trainEarly faultsDynamic modelingSignal analysis and recognitionStatus and development

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