FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200617512> ?p ?o ?g. }

• W4200617512 endingPage "110402" @default.
• W4200617512 startingPage "110402" @default.
• W4200617512 abstract "This paper presents a machine learning method to predict the dynamic and structural behaviors of the submerged floating tunnel (SFT) based on an artificial neural network (ANN) and numerical sensors. The training and testing data are generated by the tunnel-mooring coupled time-domain hydro-elastic simulations under various random wave excitations. Then, ANN is constructed with an input layer, hidden layers, and an output layer. The input layer consists of the numerical angle and acceleration signals while the output is the tunnel's estimated displacements, bending moments, and mooring tensions. The number of hidden layers, neurons in each layer, and epochs for stable performance are selected based on the parametric study. For high prediction accuracy, Rectified Linear Unit (ReLU) and Root Mean Square Propagation (RMSProp) are adopted as activation functions and optimizers. In addition, a cost-effective sensor combination at an optimal location is investigated to achieve good performance while using a minimal number of sensors. The optimized sensor combination with one angle sensor and one accelerometer successfully predicts the dynamic and structural responses based on not only R-squared and root-mean-square errors but also representative time histories, spectra, and prediction accuracy plots." @default.
• W4200617512 created "2021-12-31" @default.
• W4200617512 creator A5057965700 @default.
• W4200617512 creator A5058589999 @default.
• W4200617512 creator A5079595269 @default.
• W4200617512 date "2022-01-01" @default.
• W4200617512 modified "2023-09-23" @default.
• W4200617512 title "Prediction of dynamic and structural responses of submerged floating tunnel using artificial neural network and minimum sensors" @default.
• W4200617512 cites W2007168009 @default.
• W4200617512 cites W2011784046 @default.
• W4200617512 cites W2118471488 @default.
• W4200617512 cites W2271883926 @default.
• W4200617512 cites W2792316747 @default.
• W4200617512 cites W2793257870 @default.
• W4200617512 cites W2903315251 @default.
• W4200617512 cites W2993265934 @default.
• W4200617512 cites W3011414567 @default.
• W4200617512 cites W3020886071 @default.
• W4200617512 cites W3087030343 @default.
• W4200617512 cites W3093747157 @default.
• W4200617512 cites W3125459987 @default.
• W4200617512 cites W3133705171 @default.
• W4200617512 cites W3133956142 @default.
• W4200617512 cites W3152151290 @default.
• W4200617512 cites W3169330586 @default.
• W4200617512 cites W3195896217 @default.
• W4200617512 doi "https://doi.org/10.1016/j.oceaneng.2021.110402" @default.
• W4200617512 hasPublicationYear "2022" @default.
• W4200617512 type Work @default.
• W4200617512 citedByCount "13" @default.
• W4200617512 countsByYear W42006175122022 @default.
• W4200617512 countsByYear W42006175122023 @default.
• W4200617512 crossrefType "journal-article" @default.
• W4200617512 hasAuthorship W4200617512A5057965700 @default.
• W4200617512 hasAuthorship W4200617512A5058589999 @default.
• W4200617512 hasAuthorship W4200617512A5079595269 @default.
• W4200617512 hasConcept C103824480 @default.
• W4200617512 hasConcept C105795698 @default.
• W4200617512 hasConcept C111919701 @default.
• W4200617512 hasConcept C11413529 @default.
• W4200617512 hasConcept C117251300 @default.
• W4200617512 hasConcept C117896860 @default.
• W4200617512 hasConcept C119599485 @default.
• W4200617512 hasConcept C121332964 @default.
• W4200617512 hasConcept C127413603 @default.
• W4200617512 hasConcept C139945424 @default.
• W4200617512 hasConcept C154945302 @default.
• W4200617512 hasConcept C199104240 @default.
• W4200617512 hasConcept C24890656 @default.
• W4200617512 hasConcept C2775924081 @default.
• W4200617512 hasConcept C31972630 @default.
• W4200617512 hasConcept C33923547 @default.
• W4200617512 hasConcept C41008148 @default.
• W4200617512 hasConcept C44154836 @default.
• W4200617512 hasConcept C47446073 @default.
• W4200617512 hasConcept C50644808 @default.
• W4200617512 hasConcept C66938386 @default.
• W4200617512 hasConcept C71907059 @default.
• W4200617512 hasConcept C74650414 @default.
• W4200617512 hasConcept C89805583 @default.
• W4200617512 hasConcept C994952 @default.
• W4200617512 hasConceptScore W4200617512C103824480 @default.
• W4200617512 hasConceptScore W4200617512C105795698 @default.
• W4200617512 hasConceptScore W4200617512C111919701 @default.
• W4200617512 hasConceptScore W4200617512C11413529 @default.
• W4200617512 hasConceptScore W4200617512C117251300 @default.
• W4200617512 hasConceptScore W4200617512C117896860 @default.
• W4200617512 hasConceptScore W4200617512C119599485 @default.
• W4200617512 hasConceptScore W4200617512C121332964 @default.
• W4200617512 hasConceptScore W4200617512C127413603 @default.
• W4200617512 hasConceptScore W4200617512C139945424 @default.
• W4200617512 hasConceptScore W4200617512C154945302 @default.
• W4200617512 hasConceptScore W4200617512C199104240 @default.
• W4200617512 hasConceptScore W4200617512C24890656 @default.
• W4200617512 hasConceptScore W4200617512C2775924081 @default.
• W4200617512 hasConceptScore W4200617512C31972630 @default.
• W4200617512 hasConceptScore W4200617512C33923547 @default.
• W4200617512 hasConceptScore W4200617512C41008148 @default.
• W4200617512 hasConceptScore W4200617512C44154836 @default.
• W4200617512 hasConceptScore W4200617512C47446073 @default.
• W4200617512 hasConceptScore W4200617512C50644808 @default.
• W4200617512 hasConceptScore W4200617512C66938386 @default.
• W4200617512 hasConceptScore W4200617512C71907059 @default.
• W4200617512 hasConceptScore W4200617512C74650414 @default.
• W4200617512 hasConceptScore W4200617512C89805583 @default.
• W4200617512 hasConceptScore W4200617512C994952 @default.
• W4200617512 hasFunder F4320322120 @default.
• W4200617512 hasFunder F4320328359 @default.
• W4200617512 hasLocation W42006175121 @default.
• W4200617512 hasOpenAccess W4200617512 @default.
• W4200617512 hasPrimaryLocation W42006175121 @default.
• W4200617512 hasRelatedWork W1977775590 @default.
• W4200617512 hasRelatedWork W2004100763 @default.
• W4200617512 hasRelatedWork W2009525212 @default.
• W4200617512 hasRelatedWork W2014032985 @default.
• W4200617512 hasRelatedWork W2084382762 @default.
• W4200617512 hasRelatedWork W2384464063 @default.
• W4200617512 hasRelatedWork W2918317694 @default.

• next