Diagnostics of Local Tooth Damage in Gears by the Wavelet Technology

L. Gelman, I. Petrunin, I. K. Jennions, M. Walters

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)


The chipped gear tooth appearance is normally a result of the initial fatigue damage in a tooth. It is a special gear failure mode and differs from local fatigue damage of gear teeth. Therefore, diagnosis of chipped gear tooth requires a special investigation. Recently, the novel gear damage diagnosis technology, based on the wavelet transform was proposed and successfully applied for diagnosis of the early stage fatigue damage. The proposed technology is applied in this study for diagnostics of a partly-missing (chipped) tooth in a gear of the Machine Fault Simulator (MFS). The advanced automatic technology for the time synchronous averaging of the raw gear vibrations has been employed in this study; this technology does not require speed data. An advanced decision making technique based on use of the likelihood ratio allowed for the continuous correct diagnosis of chipped teeth throughout the recorded data without false alarms and missed detections. The likelihood ratio was obtained using the Gaussian models of the data for classes "undamaged" and "damaged".

Original languageEnglish
Article number005
Number of pages7
JournalInternational Journal of Prognostics and Health Management
Issue number2
Publication statusPublished - 2012
Externally publishedYes


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