Matches in SemOpenAlex for { <https://semopenalex.org/work/W4309686983> ?p ?o ?g. }
- W4309686983 endingPage "103810" @default.
- W4309686983 startingPage "103810" @default.
- W4309686983 abstract "The faults from the spindle motor of CNC machines result in excessive vibration affecting the manufacturing quality. In-situ signals of intact motors are complex and nonlinear due to coupling of multiple subsystems. The manufacturing and assembly errors lead to individual differences resulting in more challenging fault detection of motor systems compared with detection of disassembly parts in an experimental environment. In this paper, an in-situ fault diagnosis method via the multi-stage residual fusion convolution neural networks (MSRFCNN) model is proposed. The MSRFCNN with excellent generalization is specially designed for the cross-individual detection of the motor systems, which can extract comprehensive individual-irrelevant features from in-situ multi-channel signals with industrial noise. Integrated experiments are performed on real industrial motor datasets for assessing and analyzing the effectiveness of the proposed method. The experiment results show that the MSRFCNN is superior to classical and some state-of-the-art DL methods." @default.
- W4309686983 created "2022-11-29" @default.
- W4309686983 creator A5019778989 @default.
- W4309686983 creator A5049341927 @default.
- W4309686983 creator A5059273157 @default.
- W4309686983 creator A5062524393 @default.
- W4309686983 date "2023-02-01" @default.
- W4309686983 modified "2023-10-18" @default.
- W4309686983 title "In-situ fault detection for the spindle motor of CNC machines via multi-stage residual fusion convolution neural networks" @default.
- W4309686983 cites W2088883866 @default.
- W4309686983 cites W2120847449 @default.
- W4309686983 cites W243674440 @default.
- W4309686983 cites W2461729787 @default.
- W4309686983 cites W2744790985 @default.
- W4309686983 cites W2810591976 @default.
- W4309686983 cites W2922122525 @default.
- W4309686983 cites W2963318411 @default.
- W4309686983 cites W3090225347 @default.
- W4309686983 cites W3090238656 @default.
- W4309686983 cites W3106650808 @default.
- W4309686983 cites W3114862845 @default.
- W4309686983 cites W3115630438 @default.
- W4309686983 cites W3116250684 @default.
- W4309686983 cites W3125831023 @default.
- W4309686983 cites W3131362139 @default.
- W4309686983 cites W3167255032 @default.
- W4309686983 cites W3168640669 @default.
- W4309686983 cites W3194428200 @default.
- W4309686983 cites W3200394591 @default.
- W4309686983 cites W3204781343 @default.
- W4309686983 cites W3209915120 @default.
- W4309686983 cites W4200297686 @default.
- W4309686983 cites W4200435622 @default.
- W4309686983 cites W4205608352 @default.
- W4309686983 cites W4205772240 @default.
- W4309686983 cites W4213018270 @default.
- W4309686983 cites W4214579459 @default.
- W4309686983 cites W4214806870 @default.
- W4309686983 doi "https://doi.org/10.1016/j.compind.2022.103810" @default.
- W4309686983 hasPublicationYear "2023" @default.
- W4309686983 type Work @default.
- W4309686983 citedByCount "3" @default.
- W4309686983 countsByYear W43096869832023 @default.
- W4309686983 crossrefType "journal-article" @default.
- W4309686983 hasAuthorship W4309686983A5019778989 @default.
- W4309686983 hasAuthorship W4309686983A5049341927 @default.
- W4309686983 hasAuthorship W4309686983A5059273157 @default.
- W4309686983 hasAuthorship W4309686983A5062524393 @default.
- W4309686983 hasConcept C11413529 @default.
- W4309686983 hasConcept C115961682 @default.
- W4309686983 hasConcept C127313418 @default.
- W4309686983 hasConcept C127413603 @default.
- W4309686983 hasConcept C131584629 @default.
- W4309686983 hasConcept C133731056 @default.
- W4309686983 hasConcept C134306372 @default.
- W4309686983 hasConcept C152745839 @default.
- W4309686983 hasConcept C154945302 @default.
- W4309686983 hasConcept C155512373 @default.
- W4309686983 hasConcept C165205528 @default.
- W4309686983 hasConcept C172707124 @default.
- W4309686983 hasConcept C175551986 @default.
- W4309686983 hasConcept C177148314 @default.
- W4309686983 hasConcept C33923547 @default.
- W4309686983 hasConcept C41008148 @default.
- W4309686983 hasConcept C45347329 @default.
- W4309686983 hasConcept C50644808 @default.
- W4309686983 hasConcept C78519656 @default.
- W4309686983 hasConcept C81363708 @default.
- W4309686983 hasConcept C99498987 @default.
- W4309686983 hasConceptScore W4309686983C11413529 @default.
- W4309686983 hasConceptScore W4309686983C115961682 @default.
- W4309686983 hasConceptScore W4309686983C127313418 @default.
- W4309686983 hasConceptScore W4309686983C127413603 @default.
- W4309686983 hasConceptScore W4309686983C131584629 @default.
- W4309686983 hasConceptScore W4309686983C133731056 @default.
- W4309686983 hasConceptScore W4309686983C134306372 @default.
- W4309686983 hasConceptScore W4309686983C152745839 @default.
- W4309686983 hasConceptScore W4309686983C154945302 @default.
- W4309686983 hasConceptScore W4309686983C155512373 @default.
- W4309686983 hasConceptScore W4309686983C165205528 @default.
- W4309686983 hasConceptScore W4309686983C172707124 @default.
- W4309686983 hasConceptScore W4309686983C175551986 @default.
- W4309686983 hasConceptScore W4309686983C177148314 @default.
- W4309686983 hasConceptScore W4309686983C33923547 @default.
- W4309686983 hasConceptScore W4309686983C41008148 @default.
- W4309686983 hasConceptScore W4309686983C45347329 @default.
- W4309686983 hasConceptScore W4309686983C50644808 @default.
- W4309686983 hasConceptScore W4309686983C78519656 @default.
- W4309686983 hasConceptScore W4309686983C81363708 @default.
- W4309686983 hasConceptScore W4309686983C99498987 @default.
- W4309686983 hasLocation W43096869831 @default.
- W4309686983 hasOpenAccess W4309686983 @default.
- W4309686983 hasPrimaryLocation W43096869831 @default.
- W4309686983 hasRelatedWork W1995530058 @default.
- W4309686983 hasRelatedWork W2159622820 @default.
- W4309686983 hasRelatedWork W2610482638 @default.
- W4309686983 hasRelatedWork W2766634277 @default.
- W4309686983 hasRelatedWork W2939136205 @default.