Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation

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Bibliographic Details
Main Authors: Van-Trang Nguyen, Quoc Bao Diep
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12233905/?tool=EBI
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author Van-Trang Nguyen
Quoc Bao Diep
author_facet Van-Trang Nguyen
Quoc Bao Diep
author_sort Van-Trang Nguyen
collection DOAJ
format Article
id doaj-art-3121c52791d543068f10fa96cca61409
institution Kabale University
issn 1932-6203
language English
publishDate 2025-01-01
publisher Public Library of Science (PLoS)
record_format Article
series PLoS ONE
spelling doaj-art-3121c52791d543068f10fa96cca614092025-08-20T03:50:07ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01207Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenationVan-Trang NguyenQuoc Bao Diephttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC12233905/?tool=EBI
spellingShingle Van-Trang Nguyen
Quoc Bao Diep
Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation
PLoS ONE
title Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation
title_full Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation
title_fullStr Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation
title_full_unstemmed Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation
title_short Vibration-based gearbox fault diagnosis using a multi-scale convolutional neural network with depth-wise feature concatenation
title_sort vibration based gearbox fault diagnosis using a multi scale convolutional neural network with depth wise feature concatenation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12233905/?tool=EBI
work_keys_str_mv AT vantrangnguyen vibrationbasedgearboxfaultdiagnosisusingamultiscaleconvolutionalneuralnetworkwithdepthwisefeatureconcatenation
AT quocbaodiep vibrationbasedgearboxfaultdiagnosisusingamultiscaleconvolutionalneuralnetworkwithdepthwisefeatureconcatenation