Matches in SemOpenAlex for { <https://semopenalex.org/work/W3111400368> ?p ?o ?g. }
- W3111400368 abstract "We present a simulation-based classification approach for large deployed structures with localized operational excitations. The method extends the two-level Port-Reduced Reduced-Basis Component (PR-RBC) technique to provide faster solution estimation to the hyperbolic partial differential equation of time-domain elastodynamics with a moving load. Time-domain correlation function-based features are built in order to train classifiers such as artificial neural networks and perform damage detection. The method is tested on a bridge example with a moving vehicle (playing the role of a digital twin) in order to detect cracks' existence. Such problem has $45$ parameters and shows the merits of the two-level PR-RBC approach and of the correlation function-based features in the context of operational excitations, other nuisance parameters and added noise. The quality of the classification task is enhanced by the sufficiently large synthetic training dataset and the accuracy of the numerical solutions, reaching test classification errors below $0.1%$ for disjoint training set of size $7times10^3$ and test set of size $3times10^3$." @default.
- W3111400368 created "2020-12-21" @default.
- W3111400368 creator A5061119252 @default.
- W3111400368 date "2020-12-15" @default.
- W3111400368 modified "2023-09-27" @default.
- W3111400368 title "Model-Order-Reduction Approach for Structural Health Monitoring of Large Deployed Structures with Localized Operational Excitations" @default.
- W3111400368 cites W1531340371 @default.
- W3111400368 cites W1554663460 @default.
- W3111400368 cites W1563088657 @default.
- W3111400368 cites W1582368210 @default.
- W3111400368 cites W1601411314 @default.
- W3111400368 cites W1606110203 @default.
- W3111400368 cites W1977654625 @default.
- W3111400368 cites W1989951672 @default.
- W3111400368 cites W1993010816 @default.
- W3111400368 cites W2003986068 @default.
- W3111400368 cites W2017745440 @default.
- W3111400368 cites W2021609073 @default.
- W3111400368 cites W2031841233 @default.
- W3111400368 cites W2038018222 @default.
- W3111400368 cites W2047591100 @default.
- W3111400368 cites W2048385740 @default.
- W3111400368 cites W2077009100 @default.
- W3111400368 cites W2085404581 @default.
- W3111400368 cites W2086259464 @default.
- W3111400368 cites W2104225554 @default.
- W3111400368 cites W2108311308 @default.
- W3111400368 cites W2119350139 @default.
- W3111400368 cites W2119821739 @default.
- W3111400368 cites W2122646361 @default.
- W3111400368 cites W2130175225 @default.
- W3111400368 cites W2131116400 @default.
- W3111400368 cites W2151191842 @default.
- W3111400368 cites W2151333427 @default.
- W3111400368 cites W2153201170 @default.
- W3111400368 cites W2167372317 @default.
- W3111400368 cites W2168970443 @default.
- W3111400368 cites W2310359731 @default.
- W3111400368 cites W2410810794 @default.
- W3111400368 cites W2479949979 @default.
- W3111400368 cites W2503277845 @default.
- W3111400368 cites W2534129575 @default.
- W3111400368 cites W2570186169 @default.
- W3111400368 cites W2591974832 @default.
- W3111400368 cites W2598457882 @default.
- W3111400368 cites W2767059224 @default.
- W3111400368 cites W277320927 @default.
- W3111400368 cites W2802256257 @default.
- W3111400368 cites W2811152444 @default.
- W3111400368 cites W2896129057 @default.
- W3111400368 cites W2904718489 @default.
- W3111400368 cites W2905467392 @default.
- W3111400368 cites W2908667960 @default.
- W3111400368 cites W2920633487 @default.
- W3111400368 cites W2956776634 @default.
- W3111400368 cites W2985571744 @default.
- W3111400368 cites W3021470593 @default.
- W3111400368 cites W3089074071 @default.
- W3111400368 cites W3092414588 @default.
- W3111400368 cites W348175411 @default.
- W3111400368 cites W49128507 @default.
- W3111400368 cites W656914949 @default.
- W3111400368 hasPublicationYear "2020" @default.
- W3111400368 type Work @default.
- W3111400368 sameAs 3111400368 @default.
- W3111400368 citedByCount "0" @default.
- W3111400368 crossrefType "posted-content" @default.
- W3111400368 hasAuthorship W3111400368A5061119252 @default.
- W3111400368 hasConcept C103824480 @default.
- W3111400368 hasConcept C111335779 @default.
- W3111400368 hasConcept C11413529 @default.
- W3111400368 hasConcept C115961682 @default.
- W3111400368 hasConcept C134306372 @default.
- W3111400368 hasConcept C14036430 @default.
- W3111400368 hasConcept C151730666 @default.
- W3111400368 hasConcept C154945302 @default.
- W3111400368 hasConcept C163294075 @default.
- W3111400368 hasConcept C169903167 @default.
- W3111400368 hasConcept C177264268 @default.
- W3111400368 hasConcept C199360897 @default.
- W3111400368 hasConcept C2524010 @default.
- W3111400368 hasConcept C2779343474 @default.
- W3111400368 hasConcept C31972630 @default.
- W3111400368 hasConcept C33923547 @default.
- W3111400368 hasConcept C36503486 @default.
- W3111400368 hasConcept C41008148 @default.
- W3111400368 hasConcept C45340560 @default.
- W3111400368 hasConcept C78458016 @default.
- W3111400368 hasConcept C86803240 @default.
- W3111400368 hasConcept C99498987 @default.
- W3111400368 hasConceptScore W3111400368C103824480 @default.
- W3111400368 hasConceptScore W3111400368C111335779 @default.
- W3111400368 hasConceptScore W3111400368C11413529 @default.
- W3111400368 hasConceptScore W3111400368C115961682 @default.
- W3111400368 hasConceptScore W3111400368C134306372 @default.
- W3111400368 hasConceptScore W3111400368C14036430 @default.
- W3111400368 hasConceptScore W3111400368C151730666 @default.
- W3111400368 hasConceptScore W3111400368C154945302 @default.
- W3111400368 hasConceptScore W3111400368C163294075 @default.
- W3111400368 hasConceptScore W3111400368C169903167 @default.