Fault Diagnosis and Cause Analysis of Planetary Gear Trains in Gearboxes

Comprehensively utilizing various technical means, such as vibration signal analysis, endoscopy, macroscopic observation, metallographic analysis, scanning electron microscopy (SEM) analysis, energy dispersive spectroscopy (EDS) analysis, and mechanical performance experiments, a fault diagnosis and...

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Main Authors: Wang Zishun, Wang Yunlang, Zhao Donghui
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2024-09-01
Series:Jixie chuandong
Subjects:
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2024.09.017
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author Wang Zishun
Wang Yunlang
Zhao Donghui
author_facet Wang Zishun
Wang Yunlang
Zhao Donghui
author_sort Wang Zishun
collection DOAJ
description Comprehensively utilizing various technical means, such as vibration signal analysis, endoscopy, macroscopic observation, metallographic analysis, scanning electron microscopy (SEM) analysis, energy dispersive spectroscopy (EDS) analysis, and mechanical performance experiments, a fault diagnosis and cause analysis were conducted for the radial cracking phenomenon along the tooth groove of a certain type of wind power gearboxes. The abnormal vibration was revealed through vibration signal analysis, and the characteristics of abnormal vibration was determined through spectrum analysis and time domain feature extraction. The fault location was confirmed through endoscopic inspection. After disassembly, SEM inspection were used to confirm the presence of a large-sized inclusion at the crack source, and the composition of the inclusion was determined through EDS, further analyzing and determining the entire process of gear penetration cracking. By comprehensive analysis, the cause and location of the fault were determined, which provides scientific basis for equipment maintenance, and improves production efficiency and equipment life, while reducing fault loss and maintenance costs.
format Article
id doaj-art-93d47a134ba94b4d9160e66bccbf9635
institution Kabale University
issn 1004-2539
language zho
publishDate 2024-09-01
publisher Editorial Office of Journal of Mechanical Transmission
record_format Article
series Jixie chuandong
spelling doaj-art-93d47a134ba94b4d9160e66bccbf96352025-01-10T15:01:33ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392024-09-014812813872500304Fault Diagnosis and Cause Analysis of Planetary Gear Trains in GearboxesWang ZishunWang YunlangZhao DonghuiComprehensively utilizing various technical means, such as vibration signal analysis, endoscopy, macroscopic observation, metallographic analysis, scanning electron microscopy (SEM) analysis, energy dispersive spectroscopy (EDS) analysis, and mechanical performance experiments, a fault diagnosis and cause analysis were conducted for the radial cracking phenomenon along the tooth groove of a certain type of wind power gearboxes. The abnormal vibration was revealed through vibration signal analysis, and the characteristics of abnormal vibration was determined through spectrum analysis and time domain feature extraction. The fault location was confirmed through endoscopic inspection. After disassembly, SEM inspection were used to confirm the presence of a large-sized inclusion at the crack source, and the composition of the inclusion was determined through EDS, further analyzing and determining the entire process of gear penetration cracking. By comprehensive analysis, the cause and location of the fault were determined, which provides scientific basis for equipment maintenance, and improves production efficiency and equipment life, while reducing fault loss and maintenance costs.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2024.09.017Wind turbinesFault diagnosisCause analysisFault closed-loopGear cracking
spellingShingle Wang Zishun
Wang Yunlang
Zhao Donghui
Fault Diagnosis and Cause Analysis of Planetary Gear Trains in Gearboxes
Jixie chuandong
Wind turbines
Fault diagnosis
Cause analysis
Fault closed-loop
Gear cracking
title Fault Diagnosis and Cause Analysis of Planetary Gear Trains in Gearboxes
title_full Fault Diagnosis and Cause Analysis of Planetary Gear Trains in Gearboxes
title_fullStr Fault Diagnosis and Cause Analysis of Planetary Gear Trains in Gearboxes
title_full_unstemmed Fault Diagnosis and Cause Analysis of Planetary Gear Trains in Gearboxes
title_short Fault Diagnosis and Cause Analysis of Planetary Gear Trains in Gearboxes
title_sort fault diagnosis and cause analysis of planetary gear trains in gearboxes
topic Wind turbines
Fault diagnosis
Cause analysis
Fault closed-loop
Gear cracking
url http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2024.09.017
work_keys_str_mv AT wangzishun faultdiagnosisandcauseanalysisofplanetarygeartrainsingearboxes
AT wangyunlang faultdiagnosisandcauseanalysisofplanetarygeartrainsingearboxes
AT zhaodonghui faultdiagnosisandcauseanalysisofplanetarygeartrainsingearboxes