Fault detection and diagnosis of gear transmission systems with sensorless variable speed drives

S. Abusaad, F. Gu, R. Zhang, A. Benghozzi, A.D. Ball

Research output: Contribution to journalArticle

Abstract

Observer based approaches are commonly embedded in sensorless variable speed drives for the purpose of speed control. It estimates system variables to produce errors or residual signals in conjunction with corresponding measurements. The residual signals then are relied to tune control parameters to maintain operational performance even if there are considerable disturbances such as noises and component faults. Obviously, this control strategy outcomes robust control performances. However, it may produce adverse consequences to the system when faults progress to high severity. To prevent the occurrences of such consequences, this research proposes the utilisation of residual signals as detection features to raise alerts for incipient faults on mechanical systems. Based on a gear transmission system with a sensorless variable speed drive (VSD), observers for speed, flux and torque are developed for examining their residuals under two mechanical faults: tooth breakage with different degrees of severities and lubricant shortage at different levels are investigated. It shows that power residual signals can be based on to indicate different faults, showing that the observer based approaches are effective for monitoring VSD based mechanical systems. Moreover, it also shows that these two types fault can be separated based on the dynamic components in the voltage signals.
LanguageEnglish
Pages13-17
Number of pages5
JournalInternational Journal of COMADEM
Volume19
Issue number3
Publication statusPublished - Jul 2016
Event30th International Congress & Exhibition on Condition Monitoring and Diagnostic Engineering Management - University of Central Lancashire, Preston, United Kingdom
Duration: 10 Jul 201713 Jul 2017
Conference number: 30
http://www.comadem2017.com/ (Link to Conference Website)

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Variable speed drives
Fault detection
Failure analysis
Gears
Speed control
Robust control
Lubricants
Torque
Fluxes
Monitoring
Electric potential
Fault
Fault diagnosis
Observer

Cite this

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Fault detection and diagnosis of gear transmission systems with sensorless variable speed drives. / Abusaad, S.; Gu, F.; Zhang, R.; Benghozzi, A.; Ball, A.D.

In: International Journal of COMADEM, Vol. 19, No. 3, 07.2016, p. 13-17.

Research output: Contribution to journalArticle

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