Matches in SemOpenAlex for { <https://semopenalex.org/work/W2113414203> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2113414203 endingPage "22" @default.
- W2113414203 startingPage "22" @default.
- W2113414203 abstract "Piezometric heads in the core of Sattarkhan earthfill dam in Iran have been analyzed in this paper via Artificial Neural Network (ANN). Single and integrated ANN models were trained and verified using each piezometer’s data, and also the water levels on the up and downstream of the dam. Therefore, in the single ANN modeling a single ANN was developed for each piezometer, whereas in the integrated ANN modeling only a unique ANN was trained for all piezometers at different cross sections of the dam. Three-layered Perceptron ANN trained with Back Propagation Levenberg-Marquardt scheme was employed in the single modeling; while, two different ANN algorithms, the feed-forward back-propagation (FFBP) and the radial basis function (RBF) were employed to develop integrated ANNs. The number of hidden neurons were determined 5 and 7 for single ANNs, whereas 6 hidden neurons for the integrated FFBP ANN, and the spread value of 0.5 for the integrated RBF. The results show good agreement between computed and observed water heads at different monitoring piezometers with validation determination coefficients higher than 0.7984 in the single and 0.87 and 0.67 in the FFBP and RBF integrated modeling, respectively. Thereafter, the results of the ANNs were satisfactorily compared with the results of a physically based model (Finite Element Model, FEM)." @default.
- W2113414203 created "2016-06-24" @default.
- W2113414203 creator A5018467460 @default.
- W2113414203 creator A5039867944 @default.
- W2113414203 creator A5089882448 @default.
- W2113414203 date "2012-08-30" @default.
- W2113414203 modified "2023-10-06" @default.
- W2113414203 title "Integrated ANN model for earthfill dams seepage analysis: Sattarkhan Dam in Iran" @default.
- W2113414203 cites W1977727715 @default.
- W2113414203 cites W1977734274 @default.
- W2113414203 cites W1980199530 @default.
- W2113414203 cites W1984457886 @default.
- W2113414203 cites W1992662507 @default.
- W2113414203 cites W1997062200 @default.
- W2113414203 cites W2003756933 @default.
- W2113414203 cites W2004867388 @default.
- W2113414203 cites W2009561319 @default.
- W2113414203 cites W2016354480 @default.
- W2113414203 cites W2023047481 @default.
- W2113414203 cites W2026938221 @default.
- W2113414203 cites W2039244224 @default.
- W2113414203 cites W2077006281 @default.
- W2113414203 cites W2080892445 @default.
- W2113414203 cites W2088130803 @default.
- W2113414203 cites W2099370652 @default.
- W2113414203 cites W2137983211 @default.
- W2113414203 cites W2155913179 @default.
- W2113414203 cites W2264585998 @default.
- W2113414203 cites W2301676159 @default.
- W2113414203 cites W2334271499 @default.
- W2113414203 cites W3017323153 @default.
- W2113414203 cites W3140952201 @default.
- W2113414203 cites W55174484 @default.
- W2113414203 cites W603988144 @default.
- W2113414203 cites W94523489 @default.
- W2113414203 doi "https://doi.org/10.5430/air.v1n2p22" @default.
- W2113414203 hasPublicationYear "2012" @default.
- W2113414203 type Work @default.
- W2113414203 sameAs 2113414203 @default.
- W2113414203 citedByCount "22" @default.
- W2113414203 countsByYear W21134142032014 @default.
- W2113414203 countsByYear W21134142032017 @default.
- W2113414203 countsByYear W21134142032018 @default.
- W2113414203 countsByYear W21134142032019 @default.
- W2113414203 countsByYear W21134142032020 @default.
- W2113414203 countsByYear W21134142032021 @default.
- W2113414203 countsByYear W21134142032022 @default.
- W2113414203 countsByYear W21134142032023 @default.
- W2113414203 crossrefType "journal-article" @default.
- W2113414203 hasAuthorship W2113414203A5018467460 @default.
- W2113414203 hasAuthorship W2113414203A5039867944 @default.
- W2113414203 hasAuthorship W2113414203A5089882448 @default.
- W2113414203 hasBestOaLocation W21134142031 @default.
- W2113414203 hasConcept C127413603 @default.
- W2113414203 hasConcept C135628077 @default.
- W2113414203 hasConcept C154945302 @default.
- W2113414203 hasConcept C155032097 @default.
- W2113414203 hasConcept C179717631 @default.
- W2113414203 hasConcept C187320778 @default.
- W2113414203 hasConcept C41008148 @default.
- W2113414203 hasConcept C49057587 @default.
- W2113414203 hasConcept C50644808 @default.
- W2113414203 hasConcept C66938386 @default.
- W2113414203 hasConcept C75622301 @default.
- W2113414203 hasConcept C76177295 @default.
- W2113414203 hasConcept C98856871 @default.
- W2113414203 hasConceptScore W2113414203C127413603 @default.
- W2113414203 hasConceptScore W2113414203C135628077 @default.
- W2113414203 hasConceptScore W2113414203C154945302 @default.
- W2113414203 hasConceptScore W2113414203C155032097 @default.
- W2113414203 hasConceptScore W2113414203C179717631 @default.
- W2113414203 hasConceptScore W2113414203C187320778 @default.
- W2113414203 hasConceptScore W2113414203C41008148 @default.
- W2113414203 hasConceptScore W2113414203C49057587 @default.
- W2113414203 hasConceptScore W2113414203C50644808 @default.
- W2113414203 hasConceptScore W2113414203C66938386 @default.
- W2113414203 hasConceptScore W2113414203C75622301 @default.
- W2113414203 hasConceptScore W2113414203C76177295 @default.
- W2113414203 hasConceptScore W2113414203C98856871 @default.
- W2113414203 hasIssue "2" @default.
- W2113414203 hasLocation W21134142031 @default.
- W2113414203 hasOpenAccess W2113414203 @default.
- W2113414203 hasPrimaryLocation W21134142031 @default.
- W2113414203 hasRelatedWork W1497074610 @default.
- W2113414203 hasRelatedWork W1574187380 @default.
- W2113414203 hasRelatedWork W1971064634 @default.
- W2113414203 hasRelatedWork W2070890792 @default.
- W2113414203 hasRelatedWork W2101929479 @default.
- W2113414203 hasRelatedWork W2116531472 @default.
- W2113414203 hasRelatedWork W2484845775 @default.
- W2113414203 hasRelatedWork W2600618515 @default.
- W2113414203 hasRelatedWork W749491080 @default.
- W2113414203 hasRelatedWork W765408651 @default.
- W2113414203 hasVolume "1" @default.
- W2113414203 isParatext "false" @default.
- W2113414203 isRetracted "false" @default.
- W2113414203 magId "2113414203" @default.
- W2113414203 workType "article" @default.