FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204271037> ?p ?o ?g. }

• W3204271037 endingPage "365" @default.
• W3204271037 startingPage "355" @default.
• W3204271037 abstract "Pipeline leak identification method using transient frequency response (TFR) has been researched in the past two decades. To extend this method to a more general water pipeline system with hydraulic uncertainties, this work (1) introduces deep learning (DL) into the TFR-based leak identification framework and (2) develops extended TFR equations in matrix form for DL learning set generation. In this framework, TFR equations are firstly solved in a pre-calibrated hydraulic model of the system to extract frequency response function (FRF) for the training set preparation. Then the simulated FRFs are fed to train fully linear DenseNet (FL-DenseNet) for feature recognition. Finally, the measured FRF of the system is fed to the trained FL-DenseNet to identify a leak to a pipe in the suspected leak area. A study on a hypothetical small system shows that the proposed framework has robustness against uncertainties of friction coefficient, wave speed, and leak flow. A significant advantage is also observed over the existing method with an inaccurate model. Then the framework is applied to a larger network. Over 90% of the synthetic leaks are identified in 5 of the 149 pipes. These results presented in the paper indicate the potential of applying this framework to a water pipeline system." @default.
• W3204271037 created "2021-10-11" @default.
• W3204271037 creator A5048313055 @default.
• W3204271037 creator A5052342599 @default.
• W3204271037 creator A5064192009 @default.
• W3204271037 creator A5074819880 @default.
• W3204271037 creator A5081117629 @default.
• W3204271037 date "2021-11-01" @default.
• W3204271037 modified "2023-10-18" @default.
• W3204271037 title "Deep learning identifies leak in water pipeline system using transient frequency response" @default.
• W3204271037 cites W1537153355 @default.
• W3204271037 cites W1837982956 @default.
• W3204271037 cites W1992771762 @default.
• W3204271037 cites W2014600165 @default.
• W3204271037 cites W2022961991 @default.
• W3204271037 cites W2022989918 @default.
• W3204271037 cites W2050048466 @default.
• W3204271037 cites W2056688191 @default.
• W3204271037 cites W2056705165 @default.
• W3204271037 cites W2061068872 @default.
• W3204271037 cites W2062606054 @default.
• W3204271037 cites W2069404380 @default.
• W3204271037 cites W2076063813 @default.
• W3204271037 cites W2092569619 @default.
• W3204271037 cites W2136612221 @default.
• W3204271037 cites W2137983211 @default.
• W3204271037 cites W2169866162 @default.
• W3204271037 cites W2311515739 @default.
• W3204271037 cites W2507690425 @default.
• W3204271037 cites W2595293687 @default.
• W3204271037 cites W2790549586 @default.
• W3204271037 cites W2793374595 @default.
• W3204271037 cites W2919115771 @default.
• W3204271037 cites W2971689172 @default.
• W3204271037 cites W2994857739 @default.
• W3204271037 cites W2995696070 @default.
• W3204271037 cites W3001930212 @default.
• W3204271037 cites W3015030309 @default.
• W3204271037 cites W3015405340 @default.
• W3204271037 cites W3015966228 @default.
• W3204271037 cites W3111370974 @default.
• W3204271037 cites W3112626755 @default.
• W3204271037 cites W3159680842 @default.
• W3204271037 doi "https://doi.org/10.1016/j.psep.2021.09.033" @default.
• W3204271037 hasPublicationYear "2021" @default.
• W3204271037 type Work @default.
• W3204271037 sameAs 3204271037 @default.
• W3204271037 citedByCount "22" @default.
• W3204271037 countsByYear W32042710372022 @default.
• W3204271037 countsByYear W32042710372023 @default.
• W3204271037 crossrefType "journal-article" @default.
• W3204271037 hasAuthorship W3204271037A5048313055 @default.
• W3204271037 hasAuthorship W3204271037A5052342599 @default.
• W3204271037 hasAuthorship W3204271037A5064192009 @default.
• W3204271037 hasAuthorship W3204271037A5074819880 @default.
• W3204271037 hasAuthorship W3204271037A5081117629 @default.
• W3204271037 hasConcept C104317684 @default.
• W3204271037 hasConcept C111919701 @default.
• W3204271037 hasConcept C11394606 @default.
• W3204271037 hasConcept C115903868 @default.
• W3204271037 hasConcept C119247159 @default.
• W3204271037 hasConcept C119599485 @default.
• W3204271037 hasConcept C127413603 @default.
• W3204271037 hasConcept C154945302 @default.
• W3204271037 hasConcept C175309249 @default.
• W3204271037 hasConcept C185592680 @default.
• W3204271037 hasConcept C2775924081 @default.
• W3204271037 hasConcept C2780378346 @default.
• W3204271037 hasConcept C2780799671 @default.
• W3204271037 hasConcept C2987355568 @default.
• W3204271037 hasConcept C41008148 @default.
• W3204271037 hasConcept C43521106 @default.
• W3204271037 hasConcept C47446073 @default.
• W3204271037 hasConcept C55493867 @default.
• W3204271037 hasConcept C63479239 @default.
• W3204271037 hasConcept C67186912 @default.
• W3204271037 hasConcept C78519656 @default.
• W3204271037 hasConcept C85761212 @default.
• W3204271037 hasConcept C8590192 @default.
• W3204271037 hasConcept C87717796 @default.
• W3204271037 hasConceptScore W3204271037C104317684 @default.
• W3204271037 hasConceptScore W3204271037C111919701 @default.
• W3204271037 hasConceptScore W3204271037C11394606 @default.
• W3204271037 hasConceptScore W3204271037C115903868 @default.
• W3204271037 hasConceptScore W3204271037C119247159 @default.
• W3204271037 hasConceptScore W3204271037C119599485 @default.
• W3204271037 hasConceptScore W3204271037C127413603 @default.
• W3204271037 hasConceptScore W3204271037C154945302 @default.
• W3204271037 hasConceptScore W3204271037C175309249 @default.
• W3204271037 hasConceptScore W3204271037C185592680 @default.
• W3204271037 hasConceptScore W3204271037C2775924081 @default.
• W3204271037 hasConceptScore W3204271037C2780378346 @default.
• W3204271037 hasConceptScore W3204271037C2780799671 @default.
• W3204271037 hasConceptScore W3204271037C2987355568 @default.
• W3204271037 hasConceptScore W3204271037C41008148 @default.
• W3204271037 hasConceptScore W3204271037C43521106 @default.
• W3204271037 hasConceptScore W3204271037C47446073 @default.
• W3204271037 hasConceptScore W3204271037C55493867 @default.

• next