Matches in SemOpenAlex for { <https://semopenalex.org/work/W2037694842> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2037694842 abstract "In fault diagnosis practice of recent years, the neural networks obtain many harvests, but it has a lot of questions in network structure selecting and network training. In the paper, the power spectrum of fault signals are decomposed by wavelet analysis, which predigests choosing method of fault eigenvectors, and a fault diagnosis model based on least squares support vector machine (LSSVM) is presented. Via structural risk minimization principle to enhance extensive ability, the model preferably solves many practical problems, such as small sample, non-linear, high dimension number and local minimum points. In the model, the non-sensitive loss function is replaced by quadratic loss function and the inequality constraints are replaced by equality constraints. The parameter of kernel function is chosen on dynamic to enhance the preciseness rate of diagnosis. The simulation results show the validity of the LSSVM model" @default.
- W2037694842 created "2016-06-24" @default.
- W2037694842 creator A5012585076 @default.
- W2037694842 creator A5056634550 @default.
- W2037694842 date "2006-09-01" @default.
- W2037694842 modified "2023-09-24" @default.
- W2037694842 title "Machinery Fault Diagnosis Using Improved LSSVM Method" @default.
- W2037694842 cites W1986702797 @default.
- W2037694842 cites W2119821739 @default.
- W2037694842 cites W2123737232 @default.
- W2037694842 cites W2149997435 @default.
- W2037694842 cites W2153290280 @default.
- W2037694842 cites W2172000360 @default.
- W2037694842 cites W2364672535 @default.
- W2037694842 cites W2387458013 @default.
- W2037694842 doi "https://doi.org/10.1109/wicom.2006.189" @default.
- W2037694842 hasPublicationYear "2006" @default.
- W2037694842 type Work @default.
- W2037694842 sameAs 2037694842 @default.
- W2037694842 citedByCount "2" @default.
- W2037694842 countsByYear W20376948422013 @default.
- W2037694842 crossrefType "proceedings-article" @default.
- W2037694842 hasAuthorship W2037694842A5012585076 @default.
- W2037694842 hasAuthorship W2037694842A5056634550 @default.
- W2037694842 hasConcept C114614502 @default.
- W2037694842 hasConcept C121332964 @default.
- W2037694842 hasConcept C12267149 @default.
- W2037694842 hasConcept C126255220 @default.
- W2037694842 hasConcept C127313418 @default.
- W2037694842 hasConcept C129844170 @default.
- W2037694842 hasConcept C145828037 @default.
- W2037694842 hasConcept C147764199 @default.
- W2037694842 hasConcept C154507838 @default.
- W2037694842 hasConcept C154945302 @default.
- W2037694842 hasConcept C158693339 @default.
- W2037694842 hasConcept C165205528 @default.
- W2037694842 hasConcept C175551986 @default.
- W2037694842 hasConcept C202444582 @default.
- W2037694842 hasConcept C2524010 @default.
- W2037694842 hasConcept C2775924081 @default.
- W2037694842 hasConcept C33676613 @default.
- W2037694842 hasConcept C33923547 @default.
- W2037694842 hasConcept C41008148 @default.
- W2037694842 hasConcept C47446073 @default.
- W2037694842 hasConcept C50644808 @default.
- W2037694842 hasConcept C62520636 @default.
- W2037694842 hasConcept C74193536 @default.
- W2037694842 hasConceptScore W2037694842C114614502 @default.
- W2037694842 hasConceptScore W2037694842C121332964 @default.
- W2037694842 hasConceptScore W2037694842C12267149 @default.
- W2037694842 hasConceptScore W2037694842C126255220 @default.
- W2037694842 hasConceptScore W2037694842C127313418 @default.
- W2037694842 hasConceptScore W2037694842C129844170 @default.
- W2037694842 hasConceptScore W2037694842C145828037 @default.
- W2037694842 hasConceptScore W2037694842C147764199 @default.
- W2037694842 hasConceptScore W2037694842C154507838 @default.
- W2037694842 hasConceptScore W2037694842C154945302 @default.
- W2037694842 hasConceptScore W2037694842C158693339 @default.
- W2037694842 hasConceptScore W2037694842C165205528 @default.
- W2037694842 hasConceptScore W2037694842C175551986 @default.
- W2037694842 hasConceptScore W2037694842C202444582 @default.
- W2037694842 hasConceptScore W2037694842C2524010 @default.
- W2037694842 hasConceptScore W2037694842C2775924081 @default.
- W2037694842 hasConceptScore W2037694842C33676613 @default.
- W2037694842 hasConceptScore W2037694842C33923547 @default.
- W2037694842 hasConceptScore W2037694842C41008148 @default.
- W2037694842 hasConceptScore W2037694842C47446073 @default.
- W2037694842 hasConceptScore W2037694842C50644808 @default.
- W2037694842 hasConceptScore W2037694842C62520636 @default.
- W2037694842 hasConceptScore W2037694842C74193536 @default.
- W2037694842 hasLocation W20376948421 @default.
- W2037694842 hasOpenAccess W2037694842 @default.
- W2037694842 hasPrimaryLocation W20376948421 @default.
- W2037694842 hasRelatedWork W1504369531 @default.
- W2037694842 hasRelatedWork W169774068 @default.
- W2037694842 hasRelatedWork W2019313770 @default.
- W2037694842 hasRelatedWork W2020188201 @default.
- W2037694842 hasRelatedWork W2080277544 @default.
- W2037694842 hasRelatedWork W2099829505 @default.
- W2037694842 hasRelatedWork W2355927362 @default.
- W2037694842 hasRelatedWork W2375607835 @default.
- W2037694842 hasRelatedWork W2377856740 @default.
- W2037694842 hasRelatedWork W2995770952 @default.
- W2037694842 isParatext "false" @default.
- W2037694842 isRetracted "false" @default.
- W2037694842 magId "2037694842" @default.
- W2037694842 workType "article" @default.