FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3213315512> ?p ?o ?g. }

• W3213315512 endingPage "16" @default.
• W3213315512 startingPage "1" @default.
• W3213315512 abstract "For the fault diagnosis of rolling bearings in the liquid rocket engine(LRE), the fault data is scarce due to the high cost of doing experiments, and lacks labels due to the unsure occurrence time of faults. Aiming at the above problem, in this paper, an unsupervised fault diagnosis method based on quick self-attention convolutional generative adversarial network(QSCGAN) is proposed. QSCGAN consists of three convolutional sub-networks: a generator(G), a discriminator(D), and a classifier(C). G-D pair can map the noise distribution to the actual data distribution and then generate raw mechanical signals to enhance the training dataset of C. Finally, well-trained C finishes the task of fault diagnosis. By adding a self-attention layer to D and G, the network acquires a solid ability to mine features of the sample deeply. The spectral normalization (SN) to each layer parameter of G and D improves the stability and the convergence rate of the model. The experimental results on three cases of bearing fault diagnosis(CWRU, SQ, and the data of bearings in liquid rocket engines) evaluate the effectiveness of the proposed method for fault diagnosis under small sample: get average accuracy of 99.73% and 98.74%, 95.47%, respectively. The superiority of the proposed method is showed and discussed via comparing with related researches." @default.
• W3213315512 created "2021-11-22" @default.
• W3213315512 creator A5034340146 @default.
• W3213315512 creator A5040367016 @default.
• W3213315512 creator A5054345791 @default.
• W3213315512 creator A5059740830 @default.
• W3213315512 creator A5063728331 @default.
• W3213315512 date "2021-01-01" @default.
• W3213315512 modified "2023-10-15" @default.
• W3213315512 title "QSCGAN: An Un-Supervised Quick Self-Attention Convolutional GAN for LRE Bearing Fault Diagnosis Under Limited Label-Lacked Data" @default.
• W3213315512 cites W1647609603 @default.
• W3213315512 cites W2126584714 @default.
• W3213315512 cites W2155513250 @default.
• W3213315512 cites W2255388164 @default.
• W3213315512 cites W2277064738 @default.
• W3213315512 cites W243674440 @default.
• W3213315512 cites W2601590138 @default.
• W3213315512 cites W2731516742 @default.
• W3213315512 cites W2740570963 @default.
• W3213315512 cites W2746111230 @default.
• W3213315512 cites W2756878118 @default.
• W3213315512 cites W2778924750 @default.
• W3213315512 cites W280292566 @default.
• W3213315512 cites W2803978172 @default.
• W3213315512 cites W2910881901 @default.
• W3213315512 cites W2940589124 @default.
• W3213315512 cites W2957568672 @default.
• W3213315512 cites W2959353218 @default.
• W3213315512 cites W2967115638 @default.
• W3213315512 cites W2979417040 @default.
• W3213315512 cites W3001242017 @default.
• W3213315512 cites W3014615236 @default.
• W3213315512 cites W3025967384 @default.
• W3213315512 cites W3092600489 @default.
• W3213315512 cites W3111843301 @default.
• W3213315512 cites W3154924178 @default.
• W3213315512 cites W3165603617 @default.
• W3213315512 doi "https://doi.org/10.1109/tim.2021.3125973" @default.
• W3213315512 hasPublicationYear "2021" @default.
• W3213315512 type Work @default.
• W3213315512 sameAs 3213315512 @default.
• W3213315512 citedByCount "13" @default.
• W3213315512 countsByYear W32133155122022 @default.
• W3213315512 countsByYear W32133155122023 @default.
• W3213315512 crossrefType "journal-article" @default.
• W3213315512 hasAuthorship W3213315512A5034340146 @default.
• W3213315512 hasAuthorship W3213315512A5040367016 @default.
• W3213315512 hasAuthorship W3213315512A5054345791 @default.
• W3213315512 hasAuthorship W3213315512A5059740830 @default.
• W3213315512 hasAuthorship W3213315512A5063728331 @default.
• W3213315512 hasConcept C124101348 @default.
• W3213315512 hasConcept C127313418 @default.
• W3213315512 hasConcept C136886441 @default.
• W3213315512 hasConcept C144024400 @default.
• W3213315512 hasConcept C153180895 @default.
• W3213315512 hasConcept C154945302 @default.
• W3213315512 hasConcept C165205528 @default.
• W3213315512 hasConcept C175551986 @default.
• W3213315512 hasConcept C19165224 @default.
• W3213315512 hasConcept C2779803651 @default.
• W3213315512 hasConcept C41008148 @default.
• W3213315512 hasConcept C76155785 @default.
• W3213315512 hasConcept C94915269 @default.
• W3213315512 hasConcept C95623464 @default.
• W3213315512 hasConceptScore W3213315512C124101348 @default.
• W3213315512 hasConceptScore W3213315512C127313418 @default.
• W3213315512 hasConceptScore W3213315512C136886441 @default.
• W3213315512 hasConceptScore W3213315512C144024400 @default.
• W3213315512 hasConceptScore W3213315512C153180895 @default.
• W3213315512 hasConceptScore W3213315512C154945302 @default.
• W3213315512 hasConceptScore W3213315512C165205528 @default.
• W3213315512 hasConceptScore W3213315512C175551986 @default.
• W3213315512 hasConceptScore W3213315512C19165224 @default.
• W3213315512 hasConceptScore W3213315512C2779803651 @default.
• W3213315512 hasConceptScore W3213315512C41008148 @default.
• W3213315512 hasConceptScore W3213315512C76155785 @default.
• W3213315512 hasConceptScore W3213315512C94915269 @default.
• W3213315512 hasConceptScore W3213315512C95623464 @default.
• W3213315512 hasFunder F4320321001 @default.
• W3213315512 hasFunder F4320321543 @default.
• W3213315512 hasFunder F4320322768 @default.
• W3213315512 hasLocation W32133155121 @default.
• W3213315512 hasOpenAccess W3213315512 @default.
• W3213315512 hasPrimaryLocation W32133155121 @default.
• W3213315512 hasRelatedWork W1991269640 @default.
• W3213315512 hasRelatedWork W2016839265 @default.
• W3213315512 hasRelatedWork W2167582322 @default.
• W3213315512 hasRelatedWork W2563096758 @default.
• W3213315512 hasRelatedWork W2742991909 @default.
• W3213315512 hasRelatedWork W2972035100 @default.
• W3213315512 hasRelatedWork W4321441197 @default.
• W3213315512 hasRelatedWork W4386053843 @default.
• W3213315512 hasRelatedWork W2508457823 @default.
• W3213315512 hasRelatedWork W3158004940 @default.
• W3213315512 hasVolume "70" @default.
• W3213315512 isParatext "false" @default.
• W3213315512 isRetracted "false" @default.
• W3213315512 magId "3213315512" @default.

• next