FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200437718> ?p ?o ?g. }

• W4200437718 endingPage "055108" @default.
• W4200437718 startingPage "055108" @default.
• W4200437718 abstract "Abstract Considering that the vibration signals are easily contaminated by strong and highly nonstationary noise, extracting more sensitive and effective features from the noised vibration signals is still a great challenge for intelligent fault diagnosis of rotating machinery. This paper proposes a multi-scale kernel-based network with an improved attention mechanism (IA-MKNet) to overcome this challenge. In the proposed method, an improved attention mechanism (IAM) for multi-scale convolution is firstly developed to adaptively extract the meaningful fault features and automatically suppress noise. Then, due to the inherent multiple time characteristics of vibration signals, an adaptive multi-scale kernel-based residual block with IAM is designed to capture fault features in multi-time scales of vibration signals. Finally, a combination strategy based on an adaptive ensemble learner is proposed to increase the diversity of features by fusing the outputs of multiple IA-MKNets, which further improves diagnostic s accuracy and stability. The experimental results, verified by two bearing data sets with noise interference, confirm that the proposed method improves the fault diagnosis accuracy of rotating machinery under noisy environments, whose performance is superior to the other five benchmark methods." @default.
• W4200437718 created "2021-12-31" @default.
• W4200437718 creator A5026474942 @default.
• W4200437718 creator A5044431314 @default.
• W4200437718 creator A5078061607 @default.
• W4200437718 date "2022-02-15" @default.
• W4200437718 modified "2023-09-30" @default.
• W4200437718 title "A multi-scale kernel-based network with improved attention mechanism for rotating machinery fault diagnosis under noisy environments" @default.
• W4200437718 cites W2035134571 @default.
• W4200437718 cites W2046641793 @default.
• W4200437718 cites W2057577134 @default.
• W4200437718 cites W2094625209 @default.
• W4200437718 cites W2112796928 @default.
• W4200437718 cites W2160815625 @default.
• W4200437718 cites W2194775991 @default.
• W4200437718 cites W2404692435 @default.
• W4200437718 cites W243674440 @default.
• W4200437718 cites W2480364715 @default.
• W4200437718 cites W2584994008 @default.
• W4200437718 cites W2595657631 @default.
• W4200437718 cites W2692693673 @default.
• W4200437718 cites W2744790985 @default.
• W4200437718 cites W2746111230 @default.
• W4200437718 cites W2762355244 @default.
• W4200437718 cites W2791697444 @default.
• W4200437718 cites W2808496542 @default.
• W4200437718 cites W2919115771 @default.
• W4200437718 cites W2922509574 @default.
• W4200437718 cites W2947583263 @default.
• W4200437718 cites W2962949934 @default.
• W4200437718 cites W2969596529 @default.
• W4200437718 cites W2973424371 @default.
• W4200437718 cites W2977117446 @default.
• W4200437718 cites W2987246358 @default.
• W4200437718 cites W2989818023 @default.
• W4200437718 cites W2990308728 @default.
• W4200437718 cites W2991632793 @default.
• W4200437718 cites W2998506103 @default.
• W4200437718 cites W3005695061 @default.
• W4200437718 cites W3015173390 @default.
• W4200437718 cites W3042203953 @default.
• W4200437718 cites W3090682168 @default.
• W4200437718 cites W3097068663 @default.
• W4200437718 cites W3108519006 @default.
• W4200437718 cites W3137617768 @default.
• W4200437718 cites W3155047271 @default.
• W4200437718 cites W3174232357 @default.
• W4200437718 doi "https://doi.org/10.1088/1361-6501/ac4598" @default.
• W4200437718 hasPublicationYear "2022" @default.
• W4200437718 type Work @default.
• W4200437718 citedByCount "7" @default.
• W4200437718 countsByYear W42004377182022 @default.
• W4200437718 countsByYear W42004377182023 @default.
• W4200437718 crossrefType "journal-article" @default.
• W4200437718 hasAuthorship W4200437718A5026474942 @default.
• W4200437718 hasAuthorship W4200437718A5044431314 @default.
• W4200437718 hasAuthorship W4200437718A5078061607 @default.
• W4200437718 hasConcept C111472728 @default.
• W4200437718 hasConcept C112972136 @default.
• W4200437718 hasConcept C11413529 @default.
• W4200437718 hasConcept C114614502 @default.
• W4200437718 hasConcept C115961682 @default.
• W4200437718 hasConcept C119857082 @default.
• W4200437718 hasConcept C121332964 @default.
• W4200437718 hasConcept C127313418 @default.
• W4200437718 hasConcept C13280743 @default.
• W4200437718 hasConcept C138885662 @default.
• W4200437718 hasConcept C153180895 @default.
• W4200437718 hasConcept C154945302 @default.
• W4200437718 hasConcept C155512373 @default.
• W4200437718 hasConcept C165205528 @default.
• W4200437718 hasConcept C175551986 @default.
• W4200437718 hasConcept C185798385 @default.
• W4200437718 hasConcept C198394728 @default.
• W4200437718 hasConcept C205649164 @default.
• W4200437718 hasConcept C24890656 @default.
• W4200437718 hasConcept C2524010 @default.
• W4200437718 hasConcept C2777210771 @default.
• W4200437718 hasConcept C33923547 @default.
• W4200437718 hasConcept C41008148 @default.
• W4200437718 hasConcept C45347329 @default.
• W4200437718 hasConcept C50644808 @default.
• W4200437718 hasConcept C74193536 @default.
• W4200437718 hasConcept C89611455 @default.
• W4200437718 hasConcept C99498987 @default.
• W4200437718 hasConceptScore W4200437718C111472728 @default.
• W4200437718 hasConceptScore W4200437718C112972136 @default.
• W4200437718 hasConceptScore W4200437718C11413529 @default.
• W4200437718 hasConceptScore W4200437718C114614502 @default.
• W4200437718 hasConceptScore W4200437718C115961682 @default.
• W4200437718 hasConceptScore W4200437718C119857082 @default.
• W4200437718 hasConceptScore W4200437718C121332964 @default.
• W4200437718 hasConceptScore W4200437718C127313418 @default.
• W4200437718 hasConceptScore W4200437718C13280743 @default.
• W4200437718 hasConceptScore W4200437718C138885662 @default.
• W4200437718 hasConceptScore W4200437718C153180895 @default.
• W4200437718 hasConceptScore W4200437718C154945302 @default.
• W4200437718 hasConceptScore W4200437718C155512373 @default.

• next