Recurrence-based diagnostics of rotary systems

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

Rotary mechanisms are commonly used for transferring rotational movement in diverse industrial applications in mechanical engineering. Components such as gears and rolling bearings have found their purpose in various automotive, machinery or agriculture systems. During operation in mechanisms, they are subjected to defects or changes of their key parameters. This paper considers the application of recurrence plots (RP) and recurrence quantification analysis (RQA) in the detection of teeth crack in a planetary gear system and radial internal clearance (RIC) in a double row self-aligning ball bearing. Raw signals are obtained from accelerometers installed in test rigs. The analysis consists of a statistical analysis approach and calculations of basic RQA parameters i.e. recurrence rate, determinism and length of the longest diagonal. In the paper, we extract information about the fault detection in one of the rotary systems and about bearing operational parameters with nonlinear dynamics identification.
Original languageEnglish
Title of host publicationIOP Conference Series : Materials Science and Engineering
Number of pages8
Volume710
Place of PublicationBristol
PublisherIOP Publishing Ltd
Publication date19.12.2019
Edition1
Article number012014
DOIs
Publication statusPublished - 19.12.2019
EventInternational Conference of Computational Methods in Engineering Science - CMES 2019 - Dom Dziennikarza Hotel , Kazimierz Dolny, Poland
Duration: 21.11.201923.11.2019
Conference number: 4
https://cmes.pl/

Bibliographical note

Publisher Copyright:
© Published under licence by IOP Publishing Ltd.

    Research areas

  • Engineering - rotary systems, recurrence plots, Bearing, clearance

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