Diagnostics and prognostics of planetary gearbox using CWT, auto regression (AR) and K-means algorithm

Imthiyas Manarikkal; Faris Elasha; David Mba

doi:10.1016/j.apacoust.2021.108314

Diagnostics and prognostics of planetary gearbox using CWT, auto regression (AR) and K-means algorithm

Imthiyas Manarikkal^*
, Faris Elasha
, David Mba

^*Corresponding author for this work

Coventry University
De Montfort University

Research output: Contribution to journal › Article › peer-review

45 Citations (SciVal)

Original language	English
Article number	108314
Journal	Applied Acoustics
Volume	184
DOIs	https://doi.org/10.1016/j.apacoust.2021.108314
Publication status	Published (VoR) - 15 Dec 2021

Keywords

Auto regression modelling
Condition monitoring
Continuous wavelet transforms
Diagnostics
Fault classification
Prognostics

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10.1016/j.apacoust.2021.108314

Cite this

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title = "Diagnostics and prognostics of planetary gearbox using CWT, auto regression (AR) and K-means algorithm",

keywords = "Auto regression modelling, Condition monitoring, Continuous wavelet transforms, Diagnostics, Fault classification, Prognostics",

author = "Imthiyas Manarikkal and Faris Elasha and David Mba",

note = "Publisher Copyright: {\textcopyright} 2021 Elsevier Ltd",

year = "2021",

month = dec,

day = "15",

doi = "10.1016/j.apacoust.2021.108314",

language = "English",

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journal = "Applied Acoustics",

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TY - JOUR

T1 - Diagnostics and prognostics of planetary gearbox using CWT, auto regression (AR) and K-means algorithm

AU - Manarikkal, Imthiyas

AU - Elasha, Faris

AU - Mba, David

PY - 2021/12/15

Y1 - 2021/12/15

KW - Auto regression modelling

KW - Condition monitoring

KW - Continuous wavelet transforms

KW - Diagnostics

KW - Fault classification

KW - Prognostics

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UR - https://www.scopus.com/pages/publications/85112687095#tab=citedBy

U2 - 10.1016/j.apacoust.2021.108314

DO - 10.1016/j.apacoust.2021.108314

M3 - Article

AN - SCOPUS:85112687095

SN - 0003-682X

VL - 184

JO - Applied Acoustics

JF - Applied Acoustics

M1 - 108314

ER -

Diagnostics and prognostics of planetary gearbox using CWT, auto regression (AR) and K-means algorithm

Keywords

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