Analysis and Classification of Air Disc Brake Sounds in Time and Frequency Domain
| dc.contributor.author | Zeynep Ertekin | |
| dc.contributor.author | Nalan Ozkurt | |
| dc.contributor.author | Cem Yilmaz | |
| dc.contributor.author | Yilmaz, Cem | |
| dc.contributor.author | Ertekin, Zeynep | |
| dc.contributor.author | Ozkurt, Nalan | |
| dc.coverage.spatial | Izmir TURKEY | |
| dc.date.accessioned | 2025-10-06T16:20:28Z | |
| dc.date.issued | 2018 | |
| dc.description.abstract | In this study analysis and classification of audio data collected from faulty air disc brakes has been carried out by Fourier Transform (FT). The sound data have been recorded by 2 identical Norsonic Type 1228 microphones in the laboratory of Ege Fren A.S. on a vehicle. The recorded data set which has been transferred into computer by a data acquisition board has been analyzed in Matlab. Number of zero crossings, mean variance entropy and spectral rolloff of Fourier coefficients have been used as features in order to distinguish normal and faulty brakes. These features have been classified with 10x10 crossvalidation by using kth nearest neighbour algorithm with a success rate of 96.23 % | |
| dc.description.sponsorship | Aselsan; et al.; Huawei; IEEE Signal Processing Society; IEEE Turkey Section; Netas | |
| dc.identifier.doi | 10.1109/SIU.2018.8404267 | |
| dc.identifier.isbn | 978-1-5386-1501-0 | |
| dc.identifier.isbn | 9781538615010 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-85050820468 | |
| dc.identifier.uri | https://gcris.yasar.edu.tr/handle/123456789/6404 | |
| dc.identifier.uri | https://doi.org/10.1109/SIU.2018.8404267 | |
| dc.language.iso | Turkish | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 26th IEEE Signal Processing and Communications Applications Conference (SIU) | |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.source | 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | |
| dc.subject | Fourier Transform, Air Disc Brake System, Sound Analysis, Classification | |
| dc.subject | FAULT-DIAGNOSIS, VIBRATION | |
| dc.subject | Sound Analysis | |
| dc.subject | Air Disc Brake System | |
| dc.subject | Classification | |
| dc.subject | Fourier Transform | |
| dc.title | Analysis and Classification of Air Disc Brake Sounds in Time and Frequency Domain | |
| dc.type | Conference Object | |
| dspace.entity.type | Publication | |
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| gdc.author.wosid | Ozkurt, Nalan/AAW-2921-2020 | |
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| gdc.description.department | ||
| gdc.description.departmenttemp | [Ertekin, Zeynep; Ozkurt, Nalan] Yasar Univ, Elekt & Elekt Muhendisligi Bolumu, Izmir, Turkey; [Yilmaz, Cem] Ege Fren, Makine Muhendisligi, Izmir, Turkey | |
| gdc.description.endpage | 4 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.startpage | 1 | |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
| gdc.identifier.openalex | W2833386582 | |
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| gdc.oaire.sciencefields | 0209 industrial biotechnology | |
| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
| gdc.oaire.sciencefields | 02 engineering and technology | |
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| gdc.virtual.author | Ertekin, Zeynep | |
| gdc.virtual.author | Özkurt, Nalan | |
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| person.identifier.orcid | OZKURT- NALAN/0000-0002-7970-198X, Ertekin- Zeynep/0000-0001-9162-1790 | |
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