Matches in SemOpenAlex for { <https://semopenalex.org/work/W4299932995> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4299932995 abstract "The hydraulic loading system is the system that simulates the operation of the aircraft airborne pump by extracting the power of the aero-engine during the altitude simulation test, and its safety and stability is very important during operation. Aiming at the shortcomings of traditional fault diagnosis in feature extraction, the intelligent method based on deep learning combines feature extraction and classification to automatically isolate faults. In this paper, a method based on multi-channel one-dimensional convolutional neural network(1D-CNN) for fault diagnosis of hydraulic loading system is proposed. First, the four sequential sensor signals are preprocessed to form the input of the multi-channel 1D-CNN. Then, Multi-channel CNN extracts complex features from sensor signals and fuses features deeply. Finally, fully connected layer uses extracted features for fault classification. This paper uses indicators such as precision rate, recall rate and confusion matrix to analyze the effect of fault diagnosis. Compared with the multi-layer perceptron-based fault diagnosis method, the multi-channel 1D-CNN has higher accuracy and solves the problem of misjudging the health state as a fault. Experiments show that the method based on multi-channel 1D-CNN can effectively and accurately identify faults of the hydraulic loading system of altitude simulation test platform (HLS-ASTF)." @default.
- W4299932995 created "2022-10-03" @default.
- W4299932995 creator A5004035609 @default.
- W4299932995 creator A5006943333 @default.
- W4299932995 creator A5045086221 @default.
- W4299932995 creator A5062298067 @default.
- W4299932995 creator A5064414647 @default.
- W4299932995 date "2022-07-20" @default.
- W4299932995 modified "2023-09-27" @default.
- W4299932995 title "Fault Diagnosis for Hydraulic Loading System of Altitude Simulation Test Facility Based on Multichannel 1D-CNN" @default.
- W4299932995 cites W2076063813 @default.
- W4299932995 cites W2081102568 @default.
- W4299932995 cites W2332466666 @default.
- W4299932995 cites W2502944399 @default.
- W4299932995 cites W2623438765 @default.
- W4299932995 cites W2807980128 @default.
- W4299932995 cites W2971623692 @default.
- W4299932995 cites W2971742729 @default.
- W4299932995 cites W2972636972 @default.
- W4299932995 cites W3189254468 @default.
- W4299932995 cites W3197829552 @default.
- W4299932995 doi "https://doi.org/10.1109/icmae56000.2022.9852514" @default.
- W4299932995 hasPublicationYear "2022" @default.
- W4299932995 type Work @default.
- W4299932995 citedByCount "0" @default.
- W4299932995 crossrefType "proceedings-article" @default.
- W4299932995 hasAuthorship W4299932995A5004035609 @default.
- W4299932995 hasAuthorship W4299932995A5006943333 @default.
- W4299932995 hasAuthorship W4299932995A5045086221 @default.
- W4299932995 hasAuthorship W4299932995A5062298067 @default.
- W4299932995 hasAuthorship W4299932995A5064414647 @default.
- W4299932995 hasConcept C11394606 @default.
- W4299932995 hasConcept C127162648 @default.
- W4299932995 hasConcept C127313418 @default.
- W4299932995 hasConcept C127413603 @default.
- W4299932995 hasConcept C138885662 @default.
- W4299932995 hasConcept C152745839 @default.
- W4299932995 hasConcept C153180895 @default.
- W4299932995 hasConcept C154945302 @default.
- W4299932995 hasConcept C165205528 @default.
- W4299932995 hasConcept C172707124 @default.
- W4299932995 hasConcept C175551986 @default.
- W4299932995 hasConcept C2776401178 @default.
- W4299932995 hasConcept C31258907 @default.
- W4299932995 hasConcept C41008148 @default.
- W4299932995 hasConcept C41895202 @default.
- W4299932995 hasConcept C50644808 @default.
- W4299932995 hasConcept C52622490 @default.
- W4299932995 hasConcept C60908668 @default.
- W4299932995 hasConcept C78519656 @default.
- W4299932995 hasConcept C79403827 @default.
- W4299932995 hasConcept C81363708 @default.
- W4299932995 hasConceptScore W4299932995C11394606 @default.
- W4299932995 hasConceptScore W4299932995C127162648 @default.
- W4299932995 hasConceptScore W4299932995C127313418 @default.
- W4299932995 hasConceptScore W4299932995C127413603 @default.
- W4299932995 hasConceptScore W4299932995C138885662 @default.
- W4299932995 hasConceptScore W4299932995C152745839 @default.
- W4299932995 hasConceptScore W4299932995C153180895 @default.
- W4299932995 hasConceptScore W4299932995C154945302 @default.
- W4299932995 hasConceptScore W4299932995C165205528 @default.
- W4299932995 hasConceptScore W4299932995C172707124 @default.
- W4299932995 hasConceptScore W4299932995C175551986 @default.
- W4299932995 hasConceptScore W4299932995C2776401178 @default.
- W4299932995 hasConceptScore W4299932995C31258907 @default.
- W4299932995 hasConceptScore W4299932995C41008148 @default.
- W4299932995 hasConceptScore W4299932995C41895202 @default.
- W4299932995 hasConceptScore W4299932995C50644808 @default.
- W4299932995 hasConceptScore W4299932995C52622490 @default.
- W4299932995 hasConceptScore W4299932995C60908668 @default.
- W4299932995 hasConceptScore W4299932995C78519656 @default.
- W4299932995 hasConceptScore W4299932995C79403827 @default.
- W4299932995 hasConceptScore W4299932995C81363708 @default.
- W4299932995 hasFunder F4320329860 @default.
- W4299932995 hasLocation W42999329951 @default.
- W4299932995 hasOpenAccess W4299932995 @default.
- W4299932995 hasPrimaryLocation W42999329951 @default.
- W4299932995 hasRelatedWork W2059299633 @default.
- W4299932995 hasRelatedWork W2518599539 @default.
- W4299932995 hasRelatedWork W2546942002 @default.
- W4299932995 hasRelatedWork W2732542196 @default.
- W4299932995 hasRelatedWork W2760085659 @default.
- W4299932995 hasRelatedWork W2940977206 @default.
- W4299932995 hasRelatedWork W2969680539 @default.
- W4299932995 hasRelatedWork W2977314777 @default.
- W4299932995 hasRelatedWork W2995914718 @default.
- W4299932995 hasRelatedWork W3156786002 @default.
- W4299932995 isParatext "false" @default.
- W4299932995 isRetracted "false" @default.
- W4299932995 workType "article" @default.