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Vibration spectrum analysis based condition monitoring system
Yang Z.; Wong S.F.; Novo F.F.
2006-12-01
Conference NameThe 36th International Conference on Computers and Industrial Engineering (ICCIE2006)
Source Publication36th International Conference on Computers and Industrial Engineering, ICC and IE 2006
Pages1024-1034
Conference DateJune 2006
Conference PlaceTaipei, Taiwan
Abstract

In modern industry, with the expanding of business level and capacity, the maintenance cost and workplace hazards increase dramatically. Condition-based Monitoring (CM) method is a proving technology that is capable to determine an optimized checking point for maintenance to be carried out prior to the failure occurrence, which results in reduced maintenance cost and improved system performance. This paper proposes a signal analysis technique which evaluates vibration levels with spectrum analysis to discriminate normal random variations from abnormal signatures trends. Firstly, the critical components are determined based on a weighted factor comparison to system failure, failure rate, maintenance cost, the difficulty of acquisition monitoring data. Secondly, vibration data will be collected, classified and stored into database. Thirdly, vibration levels are evaluated by applying FFT spectrum analysis to digitize the running condition of the system. The spectrum patterns are recognized and matched for the frequency grade of defects. The monitoring result will be used to determine an immediate maintenance to be undertaken, or predict time to failure. The proposed CM system has been implemented on various equipments and its successfully application in the local company has been discussed as a case study.

KeywordEquipment Condition Monitoring Spectrum Analysis Vibrations
URLView the original
Language英語English
Fulltext Access
Document TypeConference paper
CollectionDEPARTMENT OF ELECTROMECHANICAL ENGINEERING
Faculty of Science and Technology
AffiliationUniversidade de Macau
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Yang Z.,Wong S.F.,Novo F.F.. Vibration spectrum analysis based condition monitoring system[C], 2006, 1024-1034.
APA Yang Z.., Wong S.F.., & Novo F.F. (2006). Vibration spectrum analysis based condition monitoring system. 36th International Conference on Computers and Industrial Engineering, ICC and IE 2006, 1024-1034.
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