Matches in SemOpenAlex for { <https://semopenalex.org/work/W2920574057> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2920574057 endingPage "4607" @default.
- W2920574057 startingPage "4600" @default.
- W2920574057 abstract "In this paper, a novel one dimensional convolution neural network (1D-CNN) based structural damage assessment technique is validated with a benchmark study published by IASC-ASCE Structural Health Monitoring Task Group in 2003. In contrast with predominant machine learning based structural damage detection techniques of the literature, the technique shown in this paper runs without manual feature extraction or preprocessing stages. It runs directly on the raw vibration data. In CNNs, the stages of feature extraction and feature classification are merged into one stage; therefore, the proposed technique is efficient, feasible and economical. Utilizing the optimal features learned by 1D CNNs, the proposed CNN-based technique considerably improves the classification efficiency and accuracy. The performance improvement of the proposed technique is assessed by calculating the Probability of Damage values for damage estimations. The unseen structural damage cases between the two extreme end structural cases (zero damage and total damage) were successfully identified. Consequently, it is validated that the improved CNN-based technique is efficient since it predicted the level of damage consistently with the structural damage cases defined in the existing benchmark." @default.
- W2920574057 created "2019-03-11" @default.
- W2920574057 creator A5007305559 @default.
- W2920574057 creator A5017682217 @default.
- W2920574057 creator A5029672071 @default.
- W2920574057 creator A5051617175 @default.
- W2920574057 creator A5068266042 @default.
- W2920574057 creator A5087538865 @default.
- W2920574057 date "2018-01-01" @default.
- W2920574057 modified "2023-09-26" @default.
- W2920574057 title "Efficiency Validation of One Dimensional Convolutional Neural Networks for Structural Damage Detection Using A SHM Benchmark Data" @default.
- W2920574057 hasPublicationYear "2018" @default.
- W2920574057 type Work @default.
- W2920574057 sameAs 2920574057 @default.
- W2920574057 citedByCount "2" @default.
- W2920574057 countsByYear W29205740572019 @default.
- W2920574057 countsByYear W29205740572020 @default.
- W2920574057 crossrefType "journal-article" @default.
- W2920574057 hasAuthorship W2920574057A5007305559 @default.
- W2920574057 hasAuthorship W2920574057A5017682217 @default.
- W2920574057 hasAuthorship W2920574057A5029672071 @default.
- W2920574057 hasAuthorship W2920574057A5051617175 @default.
- W2920574057 hasAuthorship W2920574057A5068266042 @default.
- W2920574057 hasAuthorship W2920574057A5087538865 @default.
- W2920574057 hasConcept C119857082 @default.
- W2920574057 hasConcept C124101348 @default.
- W2920574057 hasConcept C127413603 @default.
- W2920574057 hasConcept C13280743 @default.
- W2920574057 hasConcept C138885662 @default.
- W2920574057 hasConcept C153180895 @default.
- W2920574057 hasConcept C154945302 @default.
- W2920574057 hasConcept C185798385 @default.
- W2920574057 hasConcept C205649164 @default.
- W2920574057 hasConcept C2776247918 @default.
- W2920574057 hasConcept C2776401178 @default.
- W2920574057 hasConcept C34736171 @default.
- W2920574057 hasConcept C41008148 @default.
- W2920574057 hasConcept C41895202 @default.
- W2920574057 hasConcept C45347329 @default.
- W2920574057 hasConcept C50644808 @default.
- W2920574057 hasConcept C52622490 @default.
- W2920574057 hasConcept C66938386 @default.
- W2920574057 hasConcept C81363708 @default.
- W2920574057 hasConceptScore W2920574057C119857082 @default.
- W2920574057 hasConceptScore W2920574057C124101348 @default.
- W2920574057 hasConceptScore W2920574057C127413603 @default.
- W2920574057 hasConceptScore W2920574057C13280743 @default.
- W2920574057 hasConceptScore W2920574057C138885662 @default.
- W2920574057 hasConceptScore W2920574057C153180895 @default.
- W2920574057 hasConceptScore W2920574057C154945302 @default.
- W2920574057 hasConceptScore W2920574057C185798385 @default.
- W2920574057 hasConceptScore W2920574057C205649164 @default.
- W2920574057 hasConceptScore W2920574057C2776247918 @default.
- W2920574057 hasConceptScore W2920574057C2776401178 @default.
- W2920574057 hasConceptScore W2920574057C34736171 @default.
- W2920574057 hasConceptScore W2920574057C41008148 @default.
- W2920574057 hasConceptScore W2920574057C41895202 @default.
- W2920574057 hasConceptScore W2920574057C45347329 @default.
- W2920574057 hasConceptScore W2920574057C50644808 @default.
- W2920574057 hasConceptScore W2920574057C52622490 @default.
- W2920574057 hasConceptScore W2920574057C66938386 @default.
- W2920574057 hasConceptScore W2920574057C81363708 @default.
- W2920574057 hasIssue "2018" @default.
- W2920574057 hasLocation W29205740571 @default.
- W2920574057 hasOpenAccess W2920574057 @default.
- W2920574057 hasPrimaryLocation W29205740571 @default.
- W2920574057 hasRelatedWork W2223222085 @default.
- W2920574057 hasRelatedWork W2291961022 @default.
- W2920574057 hasRelatedWork W2404692435 @default.
- W2920574057 hasRelatedWork W2461729787 @default.
- W2920574057 hasRelatedWork W2556345765 @default.
- W2920574057 hasRelatedWork W2600563756 @default.
- W2920574057 hasRelatedWork W2737404945 @default.
- W2920574057 hasRelatedWork W2744790985 @default.
- W2920574057 hasRelatedWork W2746230914 @default.
- W2920574057 hasRelatedWork W2756789966 @default.
- W2920574057 hasRelatedWork W2778956407 @default.
- W2920574057 hasRelatedWork W2791965385 @default.
- W2920574057 hasRelatedWork W2795086889 @default.
- W2920574057 hasRelatedWork W2800911105 @default.
- W2920574057 hasRelatedWork W2890704941 @default.
- W2920574057 hasRelatedWork W2899749424 @default.
- W2920574057 hasRelatedWork W2906110081 @default.
- W2920574057 hasRelatedWork W2955855129 @default.
- W2920574057 hasRelatedWork W2967937295 @default.
- W2920574057 hasRelatedWork W3100777112 @default.
- W2920574057 hasVolume "8" @default.
- W2920574057 isParatext "false" @default.
- W2920574057 isRetracted "false" @default.
- W2920574057 magId "2920574057" @default.
- W2920574057 workType "article" @default.