Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382204082> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4382204082 abstract "Tool condition monitoring in high-speed cutting machining is essential to ensure the machining surface accuracy requirements, improve the tool utilization and extend the machine tool life. However, it is challenging to screen and process the data of each stage of feed-path. Moreover, how to utilize the massive unlabeled data of different machining parameters in the actual machining process is an open problem. To address these challenges, this paper proposes the TCM-U2PL model, comprising a teacher model and a student model, which can adaptively extract the data of cutting stages with tool condition features and improve model performance using unlabeled data. First, the teacher model consists of two independent classifiers in a multi-branch classification model, which can adaptively extract and classify the tool condition features in the cutting stage and can label part of the unlabeled data as positive samples and negative samples. Then, the student model identifies the tool condition with high accuracy by minimizing the marginal distribution discrepancy and maximizing the conditional distribution alignment. The model was validated on the tool condition dataset, and TCM-U2PL achieved a classification accuracy of 85.7%, significantly outperforming CNN, DA-DBN, and NSVDD models." @default.
- W4382204082 created "2023-06-28" @default.
- W4382204082 creator A5029546261 @default.
- W4382204082 creator A5038702382 @default.
- W4382204082 creator A5055401422 @default.
- W4382204082 creator A5078737459 @default.
- W4382204082 date "2023-05-01" @default.
- W4382204082 modified "2023-09-27" @default.
- W4382204082 title "Online Tool Condition Monitoring Using Unreliable Pseudo-Labels" @default.
- W4382204082 cites W2056601507 @default.
- W4382204082 cites W2191010711 @default.
- W4382204082 cites W2416955957 @default.
- W4382204082 cites W2576411330 @default.
- W4382204082 cites W2607803041 @default.
- W4382204082 cites W2748579033 @default.
- W4382204082 cites W2788555221 @default.
- W4382204082 cites W2803411422 @default.
- W4382204082 cites W2964294029 @default.
- W4382204082 cites W2972227710 @default.
- W4382204082 cites W2997905955 @default.
- W4382204082 cites W3004205097 @default.
- W4382204082 cites W3012040475 @default.
- W4382204082 cites W3083826468 @default.
- W4382204082 cites W3084798171 @default.
- W4382204082 cites W3088834512 @default.
- W4382204082 cites W3092326056 @default.
- W4382204082 cites W3136408793 @default.
- W4382204082 cites W3190646162 @default.
- W4382204082 cites W3197111027 @default.
- W4382204082 cites W4200370649 @default.
- W4382204082 doi "https://doi.org/10.1109/phm58589.2023.00061" @default.
- W4382204082 hasPublicationYear "2023" @default.
- W4382204082 type Work @default.
- W4382204082 citedByCount "0" @default.
- W4382204082 crossrefType "proceedings-article" @default.
- W4382204082 hasAuthorship W4382204082A5029546261 @default.
- W4382204082 hasAuthorship W4382204082A5038702382 @default.
- W4382204082 hasAuthorship W4382204082A5055401422 @default.
- W4382204082 hasAuthorship W4382204082A5078737459 @default.
- W4382204082 hasConcept C111919701 @default.
- W4382204082 hasConcept C119599485 @default.
- W4382204082 hasConcept C119857082 @default.
- W4382204082 hasConcept C124101348 @default.
- W4382204082 hasConcept C127413603 @default.
- W4382204082 hasConcept C153180895 @default.
- W4382204082 hasConcept C154945302 @default.
- W4382204082 hasConcept C2775846686 @default.
- W4382204082 hasConcept C2776450708 @default.
- W4382204082 hasConcept C2780383046 @default.
- W4382204082 hasConcept C41008148 @default.
- W4382204082 hasConcept C523214423 @default.
- W4382204082 hasConcept C78519656 @default.
- W4382204082 hasConcept C98045186 @default.
- W4382204082 hasConceptScore W4382204082C111919701 @default.
- W4382204082 hasConceptScore W4382204082C119599485 @default.
- W4382204082 hasConceptScore W4382204082C119857082 @default.
- W4382204082 hasConceptScore W4382204082C124101348 @default.
- W4382204082 hasConceptScore W4382204082C127413603 @default.
- W4382204082 hasConceptScore W4382204082C153180895 @default.
- W4382204082 hasConceptScore W4382204082C154945302 @default.
- W4382204082 hasConceptScore W4382204082C2775846686 @default.
- W4382204082 hasConceptScore W4382204082C2776450708 @default.
- W4382204082 hasConceptScore W4382204082C2780383046 @default.
- W4382204082 hasConceptScore W4382204082C41008148 @default.
- W4382204082 hasConceptScore W4382204082C523214423 @default.
- W4382204082 hasConceptScore W4382204082C78519656 @default.
- W4382204082 hasConceptScore W4382204082C98045186 @default.
- W4382204082 hasFunder F4320321001 @default.
- W4382204082 hasLocation W43822040821 @default.
- W4382204082 hasOpenAccess W4382204082 @default.
- W4382204082 hasPrimaryLocation W43822040821 @default.
- W4382204082 hasRelatedWork W2116907195 @default.
- W4382204082 hasRelatedWork W2131501756 @default.
- W4382204082 hasRelatedWork W2149664600 @default.
- W4382204082 hasRelatedWork W2321769079 @default.
- W4382204082 hasRelatedWork W2613292553 @default.
- W4382204082 hasRelatedWork W3003381082 @default.
- W4382204082 hasRelatedWork W3121520849 @default.
- W4382204082 hasRelatedWork W4226460000 @default.
- W4382204082 hasRelatedWork W4239747363 @default.
- W4382204082 hasRelatedWork W4293793777 @default.
- W4382204082 isParatext "false" @default.
- W4382204082 isRetracted "false" @default.
- W4382204082 workType "article" @default.