Matches in SemOpenAlex for { <https://semopenalex.org/work/W3035370767> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W3035370767 startingPage "001" @default.
- W3035370767 abstract "A method is proposed to detect structural damages in the presence of damping using noisy data. This method uses Frequency Response Function (FRF) and Mode-Shapes as the input parameters for a system of Couple Sparse Coding (CSC) to study the healthy state of the structure. To obtain appropriate patterns of FRF for CSC training, Principal Component Analysis (PCA) technique is adopted to reduce the full-size FRF to overcome over-fitting and convergence problems in machine-learning training. To verify the proposed method, a numerical two-story frame structure is employed. A system of individual CSCs is trained with FRFs and mode-shapes, and then termed ensemble to detect the health condition of the structure. The results demonstrate that the proposed method is accurate in damage identification even in presence of up to 20% noisy data and 5% unconsidered damping ratio. Furthermore, it can be concluded that CSC ensemble is highly efficient to detect the location and the severity of damages in comparison to the individual CSC trained only with FRF data." @default.
- W3035370767 created "2020-06-19" @default.
- W3035370767 creator A5004378042 @default.
- W3035370767 creator A5017558547 @default.
- W3035370767 creator A5049867522 @default.
- W3035370767 date "2018-01-01" @default.
- W3035370767 modified "2023-09-26" @default.
- W3035370767 title "Application of couple sparse coding ensembleon structural damage detection" @default.
- W3035370767 doi "https://doi.org/10.12989/sss.2018.21.1.001" @default.
- W3035370767 hasPublicationYear "2018" @default.
- W3035370767 type Work @default.
- W3035370767 sameAs 3035370767 @default.
- W3035370767 citedByCount "0" @default.
- W3035370767 crossrefType "journal-article" @default.
- W3035370767 hasAuthorship W3035370767A5004378042 @default.
- W3035370767 hasAuthorship W3035370767A5017558547 @default.
- W3035370767 hasAuthorship W3035370767A5049867522 @default.
- W3035370767 hasConcept C105795698 @default.
- W3035370767 hasConcept C11413529 @default.
- W3035370767 hasConcept C119599485 @default.
- W3035370767 hasConcept C127413603 @default.
- W3035370767 hasConcept C153180895 @default.
- W3035370767 hasConcept C154945302 @default.
- W3035370767 hasConcept C179518139 @default.
- W3035370767 hasConcept C27438332 @default.
- W3035370767 hasConcept C2776247918 @default.
- W3035370767 hasConcept C33923547 @default.
- W3035370767 hasConcept C41008148 @default.
- W3035370767 hasConcept C66938386 @default.
- W3035370767 hasConcept C77637269 @default.
- W3035370767 hasConcept C8590192 @default.
- W3035370767 hasConceptScore W3035370767C105795698 @default.
- W3035370767 hasConceptScore W3035370767C11413529 @default.
- W3035370767 hasConceptScore W3035370767C119599485 @default.
- W3035370767 hasConceptScore W3035370767C127413603 @default.
- W3035370767 hasConceptScore W3035370767C153180895 @default.
- W3035370767 hasConceptScore W3035370767C154945302 @default.
- W3035370767 hasConceptScore W3035370767C179518139 @default.
- W3035370767 hasConceptScore W3035370767C27438332 @default.
- W3035370767 hasConceptScore W3035370767C2776247918 @default.
- W3035370767 hasConceptScore W3035370767C33923547 @default.
- W3035370767 hasConceptScore W3035370767C41008148 @default.
- W3035370767 hasConceptScore W3035370767C66938386 @default.
- W3035370767 hasConceptScore W3035370767C77637269 @default.
- W3035370767 hasConceptScore W3035370767C8590192 @default.
- W3035370767 hasIssue "1" @default.
- W3035370767 hasLocation W30353707671 @default.
- W3035370767 hasOpenAccess W3035370767 @default.
- W3035370767 hasPrimaryLocation W30353707671 @default.
- W3035370767 hasRelatedWork W1508552726 @default.
- W3035370767 hasRelatedWork W1987735555 @default.
- W3035370767 hasRelatedWork W1997120816 @default.
- W3035370767 hasRelatedWork W2005325488 @default.
- W3035370767 hasRelatedWork W2011199152 @default.
- W3035370767 hasRelatedWork W2066765879 @default.
- W3035370767 hasRelatedWork W2075558401 @default.
- W3035370767 hasRelatedWork W2313261172 @default.
- W3035370767 hasRelatedWork W2318406442 @default.
- W3035370767 hasRelatedWork W2358971392 @default.
- W3035370767 hasRelatedWork W2507789957 @default.
- W3035370767 hasRelatedWork W2559365282 @default.
- W3035370767 hasRelatedWork W2600762685 @default.
- W3035370767 hasRelatedWork W2887661460 @default.
- W3035370767 hasRelatedWork W2922509388 @default.
- W3035370767 hasRelatedWork W2985072278 @default.
- W3035370767 hasRelatedWork W3107011271 @default.
- W3035370767 hasRelatedWork W3135695231 @default.
- W3035370767 hasRelatedWork W68967955 @default.
- W3035370767 hasRelatedWork W2621872165 @default.
- W3035370767 hasVolume "21" @default.
- W3035370767 isParatext "false" @default.
- W3035370767 isRetracted "false" @default.
- W3035370767 magId "3035370767" @default.
- W3035370767 workType "article" @default.