FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3083789190> ?p ?o ?g. }

• W3083789190 endingPage "5112" @default.
• W3083789190 startingPage "5112" @default.
• W3083789190 abstract "Real-time acquisition of large amounts of machine operating data is now increasingly common due to recent advances in Industry 4.0 technologies. A key benefit to factory operators of this large scale data acquisition is in the ability to perform real-time condition monitoring and early-stage fault detection and diagnosis on industrial machinery—with the potential to reduce machine down-time and thus operating costs. The main contribution of this work is the development of an intelligent fault diagnosis method capable of operating on these real-time data streams to provide early detection of developing problems under variable operating conditions. We propose a novel dual-path recurrent neural network with a wide first kernel and deep convolutional neural network pathway (RNN-WDCNN) capable of operating on raw temporal signals such as vibration data to diagnose rolling element bearing faults in data acquired from electromechanical drive systems. RNN-WDCNN combines elements of recurrent neural networks (RNNs) and convolutional neural networks (CNNs) to capture distant dependencies in time series data and suppress high-frequency noise in the input signals. Experimental results on the benchmark Case Western Reserve University (CWRU) bearing fault dataset show RNN-WDCNN outperforms current state-of-the-art methods in both domain adaptation and noise rejection tasks." @default.
• W3083789190 created "2020-09-14" @default.
• W3083789190 creator A5023238883 @default.
• W3083789190 creator A5078743663 @default.
• W3083789190 date "2020-09-08" @default.
• W3083789190 modified "2023-09-29" @default.
• W3083789190 title "A Novel Deep Learning Model for the Detection and Identification of Rolling Element-Bearing Faults" @default.
• W3083789190 cites W1689711448 @default.
• W3083789190 cites W1974543974 @default.
• W3083789190 cites W1985969430 @default.
• W3083789190 cites W2007201636 @default.
• W3083789190 cites W2027176154 @default.
• W3083789190 cites W2030598869 @default.
• W3083789190 cites W2040070030 @default.
• W3083789190 cites W2063789075 @default.
• W3083789190 cites W2064675550 @default.
• W3083789190 cites W2107878631 @default.
• W3083789190 cites W2112796928 @default.
• W3083789190 cites W2136848157 @default.
• W3083789190 cites W2296077894 @default.
• W3083789190 cites W243674440 @default.
• W3083789190 cites W2485614840 @default.
• W3083789190 cites W2584994008 @default.
• W3083789190 cites W2593479727 @default.
• W3083789190 cites W2618530766 @default.
• W3083789190 cites W2734669076 @default.
• W3083789190 cites W2740956509 @default.
• W3083789190 cites W2754051771 @default.
• W3083789190 cites W2768753204 @default.
• W3083789190 cites W2916370975 @default.
• W3083789190 cites W2943439651 @default.
• W3083789190 cites W2967115638 @default.
• W3083789190 cites W4237335638 @default.
• W3083789190 cites W4253290211 @default.
• W3083789190 doi "https://doi.org/10.3390/s20185112" @default.
• W3083789190 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7570750" @default.
• W3083789190 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32911771" @default.
• W3083789190 hasPublicationYear "2020" @default.
• W3083789190 type Work @default.
• W3083789190 sameAs 3083789190 @default.
• W3083789190 citedByCount "57" @default.
• W3083789190 countsByYear W30837891902020 @default.
• W3083789190 countsByYear W30837891902021 @default.
• W3083789190 countsByYear W30837891902022 @default.
• W3083789190 countsByYear W30837891902023 @default.
• W3083789190 crossrefType "journal-article" @default.
• W3083789190 hasAuthorship W3083789190A5023238883 @default.
• W3083789190 hasAuthorship W3083789190A5078743663 @default.
• W3083789190 hasBestOaLocation W30837891901 @default.
• W3083789190 hasConcept C108583219 @default.
• W3083789190 hasConcept C111919701 @default.
• W3083789190 hasConcept C115961682 @default.
• W3083789190 hasConcept C119857082 @default.
• W3083789190 hasConcept C121332964 @default.
• W3083789190 hasConcept C127313418 @default.
• W3083789190 hasConcept C13280743 @default.
• W3083789190 hasConcept C147168706 @default.
• W3083789190 hasConcept C153180895 @default.
• W3083789190 hasConcept C154945302 @default.
• W3083789190 hasConcept C163985040 @default.
• W3083789190 hasConcept C165205528 @default.
• W3083789190 hasConcept C175551986 @default.
• W3083789190 hasConcept C185798385 @default.
• W3083789190 hasConcept C198394728 @default.
• W3083789190 hasConcept C205649164 @default.
• W3083789190 hasConcept C2780155820 @default.
• W3083789190 hasConcept C41008148 @default.
• W3083789190 hasConcept C50644808 @default.
• W3083789190 hasConcept C62520636 @default.
• W3083789190 hasConcept C79403827 @default.
• W3083789190 hasConcept C81363708 @default.
• W3083789190 hasConcept C99498987 @default.
• W3083789190 hasConceptScore W3083789190C108583219 @default.
• W3083789190 hasConceptScore W3083789190C111919701 @default.
• W3083789190 hasConceptScore W3083789190C115961682 @default.
• W3083789190 hasConceptScore W3083789190C119857082 @default.
• W3083789190 hasConceptScore W3083789190C121332964 @default.
• W3083789190 hasConceptScore W3083789190C127313418 @default.
• W3083789190 hasConceptScore W3083789190C13280743 @default.
• W3083789190 hasConceptScore W3083789190C147168706 @default.
• W3083789190 hasConceptScore W3083789190C153180895 @default.
• W3083789190 hasConceptScore W3083789190C154945302 @default.
• W3083789190 hasConceptScore W3083789190C163985040 @default.
• W3083789190 hasConceptScore W3083789190C165205528 @default.
• W3083789190 hasConceptScore W3083789190C175551986 @default.
• W3083789190 hasConceptScore W3083789190C185798385 @default.
• W3083789190 hasConceptScore W3083789190C198394728 @default.
• W3083789190 hasConceptScore W3083789190C205649164 @default.
• W3083789190 hasConceptScore W3083789190C2780155820 @default.
• W3083789190 hasConceptScore W3083789190C41008148 @default.
• W3083789190 hasConceptScore W3083789190C50644808 @default.
• W3083789190 hasConceptScore W3083789190C62520636 @default.
• W3083789190 hasConceptScore W3083789190C79403827 @default.
• W3083789190 hasConceptScore W3083789190C81363708 @default.
• W3083789190 hasConceptScore W3083789190C99498987 @default.
• W3083789190 hasFunder F4320334629 @default.
• W3083789190 hasIssue "18" @default.
• W3083789190 hasLocation W30837891901 @default.

• next