Matches in SemOpenAlex for { <https://semopenalex.org/work/W2401784868> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2401784868 endingPage "733" @default.
- W2401784868 startingPage "727" @default.
- W2401784868 abstract "Rate of penetration of a Tunnel Boring Machine (TBM) in a rock environment is generally a key parameter for the successful accomplishment of a tunneling project. This paper presents the results of a study into the application of an Artificial Neural Network (ANN) technique for modeling the penetration rate of tunnel boring machines. A database, including actual, measured TBM penetration rates, uniaxial compressive strengths of the rock, the distance between planes of weakness in the rock mass and rock quality designation was established. Data collected from three different TBM projects (the Queens Water Tunnel, USA, the Karaj-Tehran water transfer tunnel, Iran, and the Gilgel Gibe II hydroelectric project, Ethiopia). A five-layer ANN was found to be optimum, with an architecture of three neurons in the input layer, 9, 7 and 3 neurons in the first, second and third hidden layers, respectively, and one neuron in the output layer. The correlation coefficient determined for penetration rate predicted by the ANN was 0.94." @default.
- W2401784868 created "2016-06-24" @default.
- W2401784868 creator A5013376843 @default.
- W2401784868 creator A5071447383 @default.
- W2401784868 date "2010-09-01" @default.
- W2401784868 modified "2023-10-16" @default.
- W2401784868 title "Application of artificial neural networks to the prediction of tunnel boring machine penetration rate" @default.
- W2401784868 cites W1970084710 @default.
- W2401784868 cites W2012218190 @default.
- W2401784868 cites W2024921522 @default.
- W2401784868 cites W2025932778 @default.
- W2401784868 cites W2088970170 @default.
- W2401784868 cites W2121935962 @default.
- W2401784868 cites W2126365332 @default.
- W2401784868 cites W2166186246 @default.
- W2401784868 doi "https://doi.org/10.1016/s1674-5264(09)60271-4" @default.
- W2401784868 hasPublicationYear "2010" @default.
- W2401784868 type Work @default.
- W2401784868 sameAs 2401784868 @default.
- W2401784868 citedByCount "40" @default.
- W2401784868 countsByYear W24017848682013 @default.
- W2401784868 countsByYear W24017848682016 @default.
- W2401784868 countsByYear W24017848682017 @default.
- W2401784868 countsByYear W24017848682018 @default.
- W2401784868 countsByYear W24017848682019 @default.
- W2401784868 countsByYear W24017848682020 @default.
- W2401784868 countsByYear W24017848682021 @default.
- W2401784868 countsByYear W24017848682023 @default.
- W2401784868 crossrefType "journal-article" @default.
- W2401784868 hasAuthorship W2401784868A5013376843 @default.
- W2401784868 hasAuthorship W2401784868A5071447383 @default.
- W2401784868 hasConcept C119599485 @default.
- W2401784868 hasConcept C120398109 @default.
- W2401784868 hasConcept C121332964 @default.
- W2401784868 hasConcept C127413603 @default.
- W2401784868 hasConcept C140820882 @default.
- W2401784868 hasConcept C154945302 @default.
- W2401784868 hasConcept C16674752 @default.
- W2401784868 hasConcept C187320778 @default.
- W2401784868 hasConcept C192562407 @default.
- W2401784868 hasConcept C25197100 @default.
- W2401784868 hasConcept C2776497017 @default.
- W2401784868 hasConcept C2776827753 @default.
- W2401784868 hasConcept C2987619373 @default.
- W2401784868 hasConcept C2993265231 @default.
- W2401784868 hasConcept C41008148 @default.
- W2401784868 hasConcept C41242791 @default.
- W2401784868 hasConcept C42475967 @default.
- W2401784868 hasConcept C49040817 @default.
- W2401784868 hasConcept C50644808 @default.
- W2401784868 hasConcept C57879066 @default.
- W2401784868 hasConcept C66938386 @default.
- W2401784868 hasConcept C78519656 @default.
- W2401784868 hasConcept C80107235 @default.
- W2401784868 hasConcept C92311004 @default.
- W2401784868 hasConceptScore W2401784868C119599485 @default.
- W2401784868 hasConceptScore W2401784868C120398109 @default.
- W2401784868 hasConceptScore W2401784868C121332964 @default.
- W2401784868 hasConceptScore W2401784868C127413603 @default.
- W2401784868 hasConceptScore W2401784868C140820882 @default.
- W2401784868 hasConceptScore W2401784868C154945302 @default.
- W2401784868 hasConceptScore W2401784868C16674752 @default.
- W2401784868 hasConceptScore W2401784868C187320778 @default.
- W2401784868 hasConceptScore W2401784868C192562407 @default.
- W2401784868 hasConceptScore W2401784868C25197100 @default.
- W2401784868 hasConceptScore W2401784868C2776497017 @default.
- W2401784868 hasConceptScore W2401784868C2776827753 @default.
- W2401784868 hasConceptScore W2401784868C2987619373 @default.
- W2401784868 hasConceptScore W2401784868C2993265231 @default.
- W2401784868 hasConceptScore W2401784868C41008148 @default.
- W2401784868 hasConceptScore W2401784868C41242791 @default.
- W2401784868 hasConceptScore W2401784868C42475967 @default.
- W2401784868 hasConceptScore W2401784868C49040817 @default.
- W2401784868 hasConceptScore W2401784868C50644808 @default.
- W2401784868 hasConceptScore W2401784868C57879066 @default.
- W2401784868 hasConceptScore W2401784868C66938386 @default.
- W2401784868 hasConceptScore W2401784868C78519656 @default.
- W2401784868 hasConceptScore W2401784868C80107235 @default.
- W2401784868 hasConceptScore W2401784868C92311004 @default.
- W2401784868 hasIssue "5" @default.
- W2401784868 hasLocation W24017848681 @default.
- W2401784868 hasOpenAccess W2401784868 @default.
- W2401784868 hasPrimaryLocation W24017848681 @default.
- W2401784868 hasRelatedWork W2006765428 @default.
- W2401784868 hasRelatedWork W2025610623 @default.
- W2401784868 hasRelatedWork W2083285674 @default.
- W2401784868 hasRelatedWork W2172182003 @default.
- W2401784868 hasRelatedWork W2320604521 @default.
- W2401784868 hasRelatedWork W2327532544 @default.
- W2401784868 hasRelatedWork W2387526764 @default.
- W2401784868 hasRelatedWork W2911152796 @default.
- W2401784868 hasRelatedWork W3006193405 @default.
- W2401784868 hasRelatedWork W3120836624 @default.
- W2401784868 hasVolume "20" @default.
- W2401784868 isParatext "false" @default.
- W2401784868 isRetracted "false" @default.
- W2401784868 magId "2401784868" @default.
- W2401784868 workType "article" @default.