New evaluation method for defects propagation in toroidal roller bearings using dominant frequency of acoustic emission

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dc.contributor.authorMohammad, Housamcs
dc.contributor.authorVlašic, Františekcs
dc.contributor.authorMaya, Baraahcs
dc.contributor.authorShehadeh, Mhd Alics
dc.contributor.authorMazal, Pavelcs
dc.coverage.issue8cs
dc.coverage.volume40cs
dc.date.issued2024-09-05cs
dc.description.abstractThe increased use of roller bearings in recent years has made it vital to develop techniques for Condition Monitoring (CM) of these valuable assets. Toroidal Roller Bearings (TRB) are one of the recent inventions that has revolutionised some industries because of its unique design. In this study, newly produced TRBs were tested using Acoustic Emission (AE), vibration and temperature, on a specially designed test rig. The AE signal was recorded, processed, and analysed using FFT-based methods to transform from the time domain to the frequency domain, and to specify the Dominant Frequency (DF) of each hit in the signal. The result of the analysis was a layout on the time domain of the DFs of all AE hits along with RMSAE and other parameters, this layout was called DF map. The test was divided into three phases, and the DF bands were divided horizontally into three band groups. The aim is to establish a correlation between the phases and DF bands. Knowing the type of defects that are typical for each phase in the test provided insights to what are the DFs of that type. Promising results can be achieved using this measuring method on other types of bearings.en
dc.description.abstractThe increased use of roller bearings in recent years has made it vital to develop techniques for Condition Monitoring (CM) of these valuable assets. Toroidal Roller Bearings (TRB) are one of the recent inventions that has revolutionised some industries because of its unique design. In this study, newly produced TRBs were tested using Acoustic Emission (AE), vibration and temperature, on a specially designed test rig. The AE signal was recorded, processed, and analysed using FFT-based methods to transform from the time domain to the frequency domain, and to specify the Dominant Frequency (DF) of each hit in the signal. The result of the analysis was a layout on the time domain of the DFs of all AE hits along with RMSAE and other parameters, this layout was called DF map. The test was divided into three phases, and the DF bands were divided horizontally into three band groups. The aim is to establish a correlation between the phases and DF bands. Knowing the type of defects that are typical for each phase in the test provided insights to what are the DFs of that type. Promising results can be achieved using this measuring method on other types of bearings.en
dc.formattextcs
dc.format.extent3399-3423cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationNondestructive Testing and Evaluation. 2024, vol. 40, issue 8, p. 3399-3423.en
dc.identifier.doi10.1080/10589759.2024.2402885cs
dc.identifier.issn1058-9759cs
dc.identifier.orcid0000-0003-2955-7112cs
dc.identifier.orcid0000-0002-5283-2461cs
dc.identifier.orcid0000-0002-9868-2358cs
dc.identifier.orcid0000-0001-5550-4650cs
dc.identifier.orcid0000-0003-1766-4666cs
dc.identifier.other189766cs
dc.identifier.researcheridAAY-2128-2020cs
dc.identifier.researcheridE-9838-2012cs
dc.identifier.researcheridAAZ-5618-2020cs
dc.identifier.researcheridCAG-1272-2022cs
dc.identifier.researcheridG-3199-2012cs
dc.identifier.scopus58029524300cs
dc.identifier.scopus55607120100cs
dc.identifier.scopus58022110700cs
dc.identifier.urihttp://hdl.handle.net/11012/255409
dc.language.isoencs
dc.publisherTaylor & Franciscs
dc.relation.ispartofNondestructive Testing and Evaluationcs
dc.relation.urihttps://www.tandfonline.com/doi/full/10.1080/10589759.2024.2402885cs
dc.rightsCreative Commons Attribution 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.sherpahttp://www.sherpa.ac.uk/romeo/issn/1058-9759/cs
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/cs
dc.subjectAcoustic emissionen
dc.subjecttoroidal roller bearingsen
dc.subjectdominant frequencyen
dc.subjectfrequency domainen
dc.subjectcondition monitoringen
dc.subjectAcoustic emission
dc.subjecttoroidal roller bearings
dc.subjectdominant frequency
dc.subjectfrequency domain
dc.subjectcondition monitoring
dc.titleNew evaluation method for defects propagation in toroidal roller bearings using dominant frequency of acoustic emissionen
dc.title.alternativeNew evaluation method for defects propagation in toroidal roller bearings using dominant frequency of acoustic emissionen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.grantNumberinfo:eu-repo/grantAgreement/TA0/TN/TN02000010cs
sync.item.dbidVAV-189766en
sync.item.dbtypeVAVen
sync.item.insts2025.10.14 14:53:16en
sync.item.modts2025.10.14 10:43:28en
thesis.grantorVysoké učení technické v Brně. Fakulta strojního inženýrství. NCK MESTEC - sekce průmyslové automatizace a digitalizacecs
thesis.grantorVysoké učení technické v Brně. Fakulta strojního inženýrství. ÚK-odbor technické diagnostikycs
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