FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385518063> ?p ?o ?g. }

• W4385518063 endingPage "108894" @default.
• W4385518063 startingPage "108894" @default.
• W4385518063 abstract "The continuous and online monitoring of the condition of electrical machines is key to their safe operation. This study introduces a novel fault detection and diagnosis technique for continuous monitoring of faults in permanent magnet synchronous motors (PMSM). The proposed method relies solely on built-in sensors (stator phase currents only) to detect three types of faults: inter-turn short circuit, partial demagnetisation, and static eccentricity. Our fault detection and diagnosis strategy was developed by combining variational mode decomposition (VMD), the Hilbert-Huang transform (HHT) and a convolutional neural network (CNN). The VMD is first applied to the stator phase current signals to analyse the characteristic behaviour of the current signals by decomposing the current signals into several intrinsic mode functions. The intrinsic mode functions of the healthy and faulty signals are compared, and that with the frequency shift characteristics is selected. HHT is then applied to extract the fault feature by calculating the instantaneous frequency. Finally, the instantaneous frequency feature is fed into the CNN, which is designed to detect and classify motor faults. Experimental results clearly show that the variation of the instantaneous frequency of the PMSM, working at different operating states, can be utilised for condition monitoring and fault detection." @default.
• W4385518063 created "2023-08-04" @default.
• W4385518063 creator A5041923224 @default.
• W4385518063 creator A5051416995 @default.
• W4385518063 creator A5065678056 @default.
• W4385518063 creator A5067038545 @default.
• W4385518063 creator A5083469677 @default.
• W4385518063 creator A5089375416 @default.
• W4385518063 date "2023-09-01" @default.
• W4385518063 modified "2023-10-18" @default.
• W4385518063 title "Autonomous fault detection and diagnosis for permanent magnet synchronous motors using combined variational mode decomposition, the Hilbert-Huang transform, and a convolutional neural network" @default.
• W4385518063 cites W2167403880 @default.
• W4385518063 cites W2284876258 @default.
• W4385518063 cites W2585397683 @default.
• W4385518063 cites W2767634046 @default.
• W4385518063 cites W2901246454 @default.
• W4385518063 cites W2945870846 @default.
• W4385518063 cites W2965635245 @default.
• W4385518063 cites W2989544315 @default.
• W4385518063 cites W3008309516 @default.
• W4385518063 cites W3008742617 @default.
• W4385518063 cites W3010877614 @default.
• W4385518063 cites W3043650873 @default.
• W4385518063 cites W3044003250 @default.
• W4385518063 cites W3100087300 @default.
• W4385518063 cites W3133192086 @default.
• W4385518063 cites W3177472232 @default.
• W4385518063 cites W3184858403 @default.
• W4385518063 cites W3200145035 @default.
• W4385518063 cites W4214526929 @default.
• W4385518063 cites W4284977914 @default.
• W4385518063 cites W4285271556 @default.
• W4385518063 doi "https://doi.org/10.1016/j.compeleceng.2023.108894" @default.
• W4385518063 hasPublicationYear "2023" @default.
• W4385518063 type Work @default.
• W4385518063 citedByCount "1" @default.
• W4385518063 crossrefType "journal-article" @default.
• W4385518063 hasAuthorship W4385518063A5041923224 @default.
• W4385518063 hasAuthorship W4385518063A5051416995 @default.
• W4385518063 hasAuthorship W4385518063A5065678056 @default.
• W4385518063 hasAuthorship W4385518063A5067038545 @default.
• W4385518063 hasAuthorship W4385518063A5083469677 @default.
• W4385518063 hasAuthorship W4385518063A5089375416 @default.
• W4385518063 hasBestOaLocation W43855180631 @default.
• W4385518063 hasConcept C106131492 @default.
• W4385518063 hasConcept C119599485 @default.
• W4385518063 hasConcept C127313418 @default.
• W4385518063 hasConcept C127413603 @default.
• W4385518063 hasConcept C133731056 @default.
• W4385518063 hasConcept C137798554 @default.
• W4385518063 hasConcept C152745839 @default.
• W4385518063 hasConcept C154945302 @default.
• W4385518063 hasConcept C165205528 @default.
• W4385518063 hasConcept C172707124 @default.
• W4385518063 hasConcept C175551986 @default.
• W4385518063 hasConcept C24326235 @default.
• W4385518063 hasConcept C25570617 @default.
• W4385518063 hasConcept C2775846686 @default.
• W4385518063 hasConcept C2775924081 @default.
• W4385518063 hasConcept C2776529397 @default.
• W4385518063 hasConcept C28799612 @default.
• W4385518063 hasConcept C31972630 @default.
• W4385518063 hasConcept C41008148 @default.
• W4385518063 hasConcept C47446073 @default.
• W4385518063 hasConcept C81363708 @default.
• W4385518063 hasConceptScore W4385518063C106131492 @default.
• W4385518063 hasConceptScore W4385518063C119599485 @default.
• W4385518063 hasConceptScore W4385518063C127313418 @default.
• W4385518063 hasConceptScore W4385518063C127413603 @default.
• W4385518063 hasConceptScore W4385518063C133731056 @default.
• W4385518063 hasConceptScore W4385518063C137798554 @default.
• W4385518063 hasConceptScore W4385518063C152745839 @default.
• W4385518063 hasConceptScore W4385518063C154945302 @default.
• W4385518063 hasConceptScore W4385518063C165205528 @default.
• W4385518063 hasConceptScore W4385518063C172707124 @default.
• W4385518063 hasConceptScore W4385518063C175551986 @default.
• W4385518063 hasConceptScore W4385518063C24326235 @default.
• W4385518063 hasConceptScore W4385518063C25570617 @default.
• W4385518063 hasConceptScore W4385518063C2775846686 @default.
• W4385518063 hasConceptScore W4385518063C2775924081 @default.
• W4385518063 hasConceptScore W4385518063C2776529397 @default.
• W4385518063 hasConceptScore W4385518063C28799612 @default.
• W4385518063 hasConceptScore W4385518063C31972630 @default.
• W4385518063 hasConceptScore W4385518063C41008148 @default.
• W4385518063 hasConceptScore W4385518063C47446073 @default.
• W4385518063 hasConceptScore W4385518063C81363708 @default.
• W4385518063 hasFunder F4320310833 @default.
• W4385518063 hasLocation W43855180631 @default.
• W4385518063 hasOpenAccess W4385518063 @default.
• W4385518063 hasPrimaryLocation W43855180631 @default.
• W4385518063 hasRelatedWork W1966229404 @default.
• W4385518063 hasRelatedWork W1991001811 @default.
• W4385518063 hasRelatedWork W2079586901 @default.
• W4385518063 hasRelatedWork W2142720995 @default.
• W4385518063 hasRelatedWork W2148755265 @default.
• W4385518063 hasRelatedWork W2377493815 @default.
• W4385518063 hasRelatedWork W2930563906 @default.
• W4385518063 hasRelatedWork W3006423267 @default.

• next