Matches in SemOpenAlex for { <https://semopenalex.org/work/W2914787019> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2914787019 endingPage "76" @default.
- W2914787019 startingPage "67" @default.
- W2914787019 abstract "Fault diagnosis is vital for the health management of rotating machinery. The non-stationary working conditions is one of the major challenges in this field. The key is to extract working-condition-invariant but fault-discriminative features. Traditional methods use expert knowledge on the machines and signal processing to extract fault features from vibration signals manually. This paper regards this issue as a domain adaption problem and utilizes deep learning technique to learn fault discriminative features automatically. We teach deep Convolutional Neural Networks to pronounce diagnostic results from raw vibration data and propose a Rotating Speed Normalization method to improve the domain adaption ability of the neural network models. A case study of rotor crack diagnosis under non-stationary and ever-changing rotating speeds is presented. Using 95600 signal segments, we compare the diagnostic performance of ours and reported Convolutional Neural Network models. The results show that our model gives solid diagnostic accuracy from non-stationary vibration signals, and the proposed Rotating Speed Normalization method can successfully boost the performance of all investigated CNN models." @default.
- W2914787019 created "2019-02-21" @default.
- W2914787019 creator A5007988448 @default.
- W2914787019 creator A5040167578 @default.
- W2914787019 creator A5042043667 @default.
- W2914787019 creator A5043676611 @default.
- W2914787019 date "2019-01-01" @default.
- W2914787019 modified "2023-10-16" @default.
- W2914787019 title "Convolutional Neural Networks for Fault Diagnosis Using Rotating Speed Normalized Vibration" @default.
- W2914787019 cites W2022344229 @default.
- W2914787019 cites W2126584714 @default.
- W2914787019 cites W2165698076 @default.
- W2914787019 cites W2194775991 @default.
- W2914787019 cites W2219903032 @default.
- W2914787019 cites W2404692435 @default.
- W2914787019 cites W2461729787 @default.
- W2914787019 cites W2485614840 @default.
- W2914787019 cites W2515979703 @default.
- W2914787019 cites W2556013418 @default.
- W2914787019 cites W2579310174 @default.
- W2914787019 cites W2584994008 @default.
- W2914787019 cites W2589171657 @default.
- W2914787019 cites W2593479727 @default.
- W2914787019 cites W2605606145 @default.
- W2914787019 cites W2613053618 @default.
- W2914787019 cites W2731372149 @default.
- W2914787019 cites W2735326783 @default.
- W2914787019 cites W2741289421 @default.
- W2914787019 cites W2744790985 @default.
- W2914787019 cites W3105202226 @default.
- W2914787019 doi "https://doi.org/10.1007/978-3-030-11220-2_8" @default.
- W2914787019 hasPublicationYear "2019" @default.
- W2914787019 type Work @default.
- W2914787019 sameAs 2914787019 @default.
- W2914787019 citedByCount "7" @default.
- W2914787019 countsByYear W29147870192020 @default.
- W2914787019 countsByYear W29147870192021 @default.
- W2914787019 countsByYear W29147870192022 @default.
- W2914787019 countsByYear W29147870192023 @default.
- W2914787019 crossrefType "book-chapter" @default.
- W2914787019 hasAuthorship W2914787019A5007988448 @default.
- W2914787019 hasAuthorship W2914787019A5040167578 @default.
- W2914787019 hasAuthorship W2914787019A5042043667 @default.
- W2914787019 hasAuthorship W2914787019A5043676611 @default.
- W2914787019 hasConcept C103824480 @default.
- W2914787019 hasConcept C121332964 @default.
- W2914787019 hasConcept C127313418 @default.
- W2914787019 hasConcept C127413603 @default.
- W2914787019 hasConcept C136886441 @default.
- W2914787019 hasConcept C144024400 @default.
- W2914787019 hasConcept C153180895 @default.
- W2914787019 hasConcept C154945302 @default.
- W2914787019 hasConcept C165205528 @default.
- W2914787019 hasConcept C175551986 @default.
- W2914787019 hasConcept C19165224 @default.
- W2914787019 hasConcept C198394728 @default.
- W2914787019 hasConcept C24890656 @default.
- W2914787019 hasConcept C31972630 @default.
- W2914787019 hasConcept C41008148 @default.
- W2914787019 hasConcept C50644808 @default.
- W2914787019 hasConcept C81363708 @default.
- W2914787019 hasConcept C97931131 @default.
- W2914787019 hasConceptScore W2914787019C103824480 @default.
- W2914787019 hasConceptScore W2914787019C121332964 @default.
- W2914787019 hasConceptScore W2914787019C127313418 @default.
- W2914787019 hasConceptScore W2914787019C127413603 @default.
- W2914787019 hasConceptScore W2914787019C136886441 @default.
- W2914787019 hasConceptScore W2914787019C144024400 @default.
- W2914787019 hasConceptScore W2914787019C153180895 @default.
- W2914787019 hasConceptScore W2914787019C154945302 @default.
- W2914787019 hasConceptScore W2914787019C165205528 @default.
- W2914787019 hasConceptScore W2914787019C175551986 @default.
- W2914787019 hasConceptScore W2914787019C19165224 @default.
- W2914787019 hasConceptScore W2914787019C198394728 @default.
- W2914787019 hasConceptScore W2914787019C24890656 @default.
- W2914787019 hasConceptScore W2914787019C31972630 @default.
- W2914787019 hasConceptScore W2914787019C41008148 @default.
- W2914787019 hasConceptScore W2914787019C50644808 @default.
- W2914787019 hasConceptScore W2914787019C81363708 @default.
- W2914787019 hasConceptScore W2914787019C97931131 @default.
- W2914787019 hasLocation W29147870191 @default.
- W2914787019 hasOpenAccess W2914787019 @default.
- W2914787019 hasPrimaryLocation W29147870191 @default.
- W2914787019 hasRelatedWork W1617617605 @default.
- W2914787019 hasRelatedWork W2016839265 @default.
- W2914787019 hasRelatedWork W2024160000 @default.
- W2914787019 hasRelatedWork W2061273563 @default.
- W2914787019 hasRelatedWork W2285052147 @default.
- W2914787019 hasRelatedWork W2729514902 @default.
- W2914787019 hasRelatedWork W2743258233 @default.
- W2914787019 hasRelatedWork W2773500201 @default.
- W2914787019 hasRelatedWork W4287995534 @default.
- W2914787019 hasRelatedWork W4319301798 @default.
- W2914787019 isParatext "false" @default.
- W2914787019 isRetracted "false" @default.
- W2914787019 magId "2914787019" @default.
- W2914787019 workType "book-chapter" @default.