FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312581666> ?p ?o ?g. }

• W4312581666 abstract "This work presents an investigation for a number of mechanical conditions (healthy, imbalance, misalignment, gear fault, bearing fault). The vibration conditions are simulated and based on real-time vibration data that are acquired from a Machinery Fault Simulator (MFS). The diagnosis process passes through two main stages after the data acquisition, where then the Continuous Wavelet Transform (CWT) method is applied to preprocess the obtained datasets (signals), and extract the features based on five statistical parameters namely: RMS, Kurtosis, Peak, Impulse Factor and Shape Factor. Then Artificial Intelligence (AI) based classification is applied using the Multilayer Feed-Forward Perceptron Neural Network (MLP) using different cases, where different number of neurons for the hidden layer and two different datasets of the input features with 250 features for each condition and also 2000 features for each condition once with normalized and also with non-normalized features to investigate the best cases for the performance classification in terms of neurons and features number, and also the impact of features normalization. The obtained results based on the classification performance using MLP-NN with the different cases are comparable, where the normalized features with less number of features and moderate neurons have shown better classification performance. Moreover, the results have shown the advantage of integrating CWT with the MLP-NN by providing significant classification rates for the different mechanical conditions." @default.
• W4312581666 created "2023-01-05" @default.
• W4312581666 creator A5002194441 @default.
• W4312581666 creator A5007667145 @default.
• W4312581666 creator A5010331784 @default.
• W4312581666 creator A5056500570 @default.
• W4312581666 creator A5065904280 @default.
• W4312581666 creator A5066080138 @default.
• W4312581666 date "2022-07-22" @default.
• W4312581666 modified "2023-09-25" @default.
• W4312581666 title "Machinery Fault Diagnosis using Continuous Wavelet Transform and Artificial Intelligence based classification" @default.
• W4312581666 cites W1977020076 @default.
• W4312581666 cites W2005934359 @default.
• W4312581666 cites W2036037031 @default.
• W4312581666 cites W2584994008 @default.
• W4312581666 cites W2607505546 @default.
• W4312581666 cites W2734401432 @default.
• W4312581666 cites W2744604411 @default.
• W4312581666 cites W2907781804 @default.
• W4312581666 cites W2911418581 @default.
• W4312581666 cites W2946159658 @default.
• W4312581666 cites W2953655522 @default.
• W4312581666 cites W2987532329 @default.
• W4312581666 cites W3000357022 @default.
• W4312581666 cites W3013482090 @default.
• W4312581666 cites W3048922233 @default.
• W4312581666 cites W3085543912 @default.
• W4312581666 cites W3116250684 @default.
• W4312581666 cites W3128985787 @default.
• W4312581666 cites W3203564148 @default.
• W4312581666 cites W4206166171 @default.
• W4312581666 cites W4235878591 @default.
• W4312581666 doi "https://doi.org/10.1145/3560453.3560463" @default.
• W4312581666 hasPublicationYear "2022" @default.
• W4312581666 type Work @default.
• W4312581666 citedByCount "0" @default.
• W4312581666 crossrefType "proceedings-article" @default.
• W4312581666 hasAuthorship W4312581666A5002194441 @default.
• W4312581666 hasAuthorship W4312581666A5007667145 @default.
• W4312581666 hasAuthorship W4312581666A5010331784 @default.
• W4312581666 hasAuthorship W4312581666A5056500570 @default.
• W4312581666 hasAuthorship W4312581666A5065904280 @default.
• W4312581666 hasAuthorship W4312581666A5066080138 @default.
• W4312581666 hasConcept C105795698 @default.
• W4312581666 hasConcept C119599485 @default.
• W4312581666 hasConcept C121332964 @default.
• W4312581666 hasConcept C127313418 @default.
• W4312581666 hasConcept C127413603 @default.
• W4312581666 hasConcept C136886441 @default.
• W4312581666 hasConcept C144024400 @default.
• W4312581666 hasConcept C153180895 @default.
• W4312581666 hasConcept C154945302 @default.
• W4312581666 hasConcept C155032097 @default.
• W4312581666 hasConcept C165205528 @default.
• W4312581666 hasConcept C166963901 @default.
• W4312581666 hasConcept C175551986 @default.
• W4312581666 hasConcept C179717631 @default.
• W4312581666 hasConcept C19165224 @default.
• W4312581666 hasConcept C196216189 @default.
• W4312581666 hasConcept C198394728 @default.
• W4312581666 hasConcept C2775846686 @default.
• W4312581666 hasConcept C33923547 @default.
• W4312581666 hasConcept C41008148 @default.
• W4312581666 hasConcept C46286280 @default.
• W4312581666 hasConcept C47432892 @default.
• W4312581666 hasConcept C50644808 @default.
• W4312581666 hasConcept C52622490 @default.
• W4312581666 hasConcept C60908668 @default.
• W4312581666 hasConcept C62520636 @default.
• W4312581666 hasConcept C95722684 @default.
• W4312581666 hasConceptScore W4312581666C105795698 @default.
• W4312581666 hasConceptScore W4312581666C119599485 @default.
• W4312581666 hasConceptScore W4312581666C121332964 @default.
• W4312581666 hasConceptScore W4312581666C127313418 @default.
• W4312581666 hasConceptScore W4312581666C127413603 @default.
• W4312581666 hasConceptScore W4312581666C136886441 @default.
• W4312581666 hasConceptScore W4312581666C144024400 @default.
• W4312581666 hasConceptScore W4312581666C153180895 @default.
• W4312581666 hasConceptScore W4312581666C154945302 @default.
• W4312581666 hasConceptScore W4312581666C155032097 @default.
• W4312581666 hasConceptScore W4312581666C165205528 @default.
• W4312581666 hasConceptScore W4312581666C166963901 @default.
• W4312581666 hasConceptScore W4312581666C175551986 @default.
• W4312581666 hasConceptScore W4312581666C179717631 @default.
• W4312581666 hasConceptScore W4312581666C19165224 @default.
• W4312581666 hasConceptScore W4312581666C196216189 @default.
• W4312581666 hasConceptScore W4312581666C198394728 @default.
• W4312581666 hasConceptScore W4312581666C2775846686 @default.
• W4312581666 hasConceptScore W4312581666C33923547 @default.
• W4312581666 hasConceptScore W4312581666C41008148 @default.
• W4312581666 hasConceptScore W4312581666C46286280 @default.
• W4312581666 hasConceptScore W4312581666C47432892 @default.
• W4312581666 hasConceptScore W4312581666C50644808 @default.
• W4312581666 hasConceptScore W4312581666C52622490 @default.
• W4312581666 hasConceptScore W4312581666C60908668 @default.
• W4312581666 hasConceptScore W4312581666C62520636 @default.
• W4312581666 hasConceptScore W4312581666C95722684 @default.
• W4312581666 hasLocation W43125816661 @default.
• W4312581666 hasOpenAccess W4312581666 @default.
• W4312581666 hasPrimaryLocation W43125816661 @default.

• next