Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386639317> ?p ?o ?g. }
- W4386639317 endingPage "2285" @default.
- W4386639317 startingPage "2278" @default.
- W4386639317 abstract "Abstract This paper investigates the influence of manufacturing tolerances on the cyclic behavior of steel beams with European I‐shaped profiles. It also explores the applicability of machine learning methods in predicting this behavior. Previous research has focused on nominal sections, overlooking the effects of dimensional tolerances specified in the EN10034 standard. Through advanced finite element modeling, the study evaluates the influence of geometrical variability on the strength and deformation capacity of steel beams under cyclic flexural loading. A parametric study with Latin Hypercube sampling generated two thousand samples of various profiles and lengths, revealing that dimensional tolerances can lead to variation in overstrength ratio or reduced ductility. Finally, the paper assesses the accuracy of several machine learning models in predicting moment and rotation capacity, including nonlinear and linear regression analysis, neural network, decision tree, and random forest." @default.
- W4386639317 created "2023-09-13" @default.
- W4386639317 creator A5029473909 @default.
- W4386639317 creator A5033495119 @default.
- W4386639317 creator A5054211332 @default.
- W4386639317 creator A5064735150 @default.
- W4386639317 creator A5067235770 @default.
- W4386639317 date "2023-09-01" @default.
- W4386639317 modified "2023-10-18" @default.
- W4386639317 title "Statistical evaluation of the influence of manufacturing tolerances on the flexural cyclic behavior of I‐shaped hot rolled steel beams" @default.
- W4386639317 cites W1963777170 @default.
- W4386639317 cites W1967692477 @default.
- W4386639317 cites W1993306708 @default.
- W4386639317 cites W2005359189 @default.
- W4386639317 cites W2015184976 @default.
- W4386639317 cites W2090775600 @default.
- W4386639317 cites W2481424696 @default.
- W4386639317 cites W2584997055 @default.
- W4386639317 cites W2606492317 @default.
- W4386639317 cites W2781960791 @default.
- W4386639317 cites W2911964244 @default.
- W4386639317 cites W2949577741 @default.
- W4386639317 cites W3173802516 @default.
- W4386639317 cites W4243645092 @default.
- W4386639317 cites W4247680473 @default.
- W4386639317 doi "https://doi.org/10.1002/cepa.2532" @default.
- W4386639317 hasPublicationYear "2023" @default.
- W4386639317 type Work @default.
- W4386639317 citedByCount "0" @default.
- W4386639317 crossrefType "journal-article" @default.
- W4386639317 hasAuthorship W4386639317A5029473909 @default.
- W4386639317 hasAuthorship W4386639317A5033495119 @default.
- W4386639317 hasAuthorship W4386639317A5054211332 @default.
- W4386639317 hasAuthorship W4386639317A5064735150 @default.
- W4386639317 hasAuthorship W4386639317A5067235770 @default.
- W4386639317 hasConcept C105795698 @default.
- W4386639317 hasConcept C117251300 @default.
- W4386639317 hasConcept C119857082 @default.
- W4386639317 hasConcept C121332964 @default.
- W4386639317 hasConcept C127413603 @default.
- W4386639317 hasConcept C135628077 @default.
- W4386639317 hasConcept C149912024 @default.
- W4386639317 hasConcept C154945302 @default.
- W4386639317 hasConcept C158622935 @default.
- W4386639317 hasConcept C159985019 @default.
- W4386639317 hasConcept C178405089 @default.
- W4386639317 hasConcept C179254644 @default.
- W4386639317 hasConcept C192562407 @default.
- W4386639317 hasConcept C19499675 @default.
- W4386639317 hasConcept C204366326 @default.
- W4386639317 hasConcept C20820323 @default.
- W4386639317 hasConcept C2776512210 @default.
- W4386639317 hasConcept C33923547 @default.
- W4386639317 hasConcept C41008148 @default.
- W4386639317 hasConcept C50644808 @default.
- W4386639317 hasConcept C62520636 @default.
- W4386639317 hasConcept C66938386 @default.
- W4386639317 hasConcept C74050887 @default.
- W4386639317 hasConcept C74650414 @default.
- W4386639317 hasConceptScore W4386639317C105795698 @default.
- W4386639317 hasConceptScore W4386639317C117251300 @default.
- W4386639317 hasConceptScore W4386639317C119857082 @default.
- W4386639317 hasConceptScore W4386639317C121332964 @default.
- W4386639317 hasConceptScore W4386639317C127413603 @default.
- W4386639317 hasConceptScore W4386639317C135628077 @default.
- W4386639317 hasConceptScore W4386639317C149912024 @default.
- W4386639317 hasConceptScore W4386639317C154945302 @default.
- W4386639317 hasConceptScore W4386639317C158622935 @default.
- W4386639317 hasConceptScore W4386639317C159985019 @default.
- W4386639317 hasConceptScore W4386639317C178405089 @default.
- W4386639317 hasConceptScore W4386639317C179254644 @default.
- W4386639317 hasConceptScore W4386639317C192562407 @default.
- W4386639317 hasConceptScore W4386639317C19499675 @default.
- W4386639317 hasConceptScore W4386639317C204366326 @default.
- W4386639317 hasConceptScore W4386639317C20820323 @default.
- W4386639317 hasConceptScore W4386639317C2776512210 @default.
- W4386639317 hasConceptScore W4386639317C33923547 @default.
- W4386639317 hasConceptScore W4386639317C41008148 @default.
- W4386639317 hasConceptScore W4386639317C50644808 @default.
- W4386639317 hasConceptScore W4386639317C62520636 @default.
- W4386639317 hasConceptScore W4386639317C66938386 @default.
- W4386639317 hasConceptScore W4386639317C74050887 @default.
- W4386639317 hasConceptScore W4386639317C74650414 @default.
- W4386639317 hasIssue "3-4" @default.
- W4386639317 hasLocation W43866393171 @default.
- W4386639317 hasOpenAccess W4386639317 @default.
- W4386639317 hasPrimaryLocation W43866393171 @default.
- W4386639317 hasRelatedWork W1991800660 @default.
- W4386639317 hasRelatedWork W1999033734 @default.
- W4386639317 hasRelatedWork W2350032752 @default.
- W4386639317 hasRelatedWork W2362478917 @default.
- W4386639317 hasRelatedWork W2366363060 @default.
- W4386639317 hasRelatedWork W2377834780 @default.
- W4386639317 hasRelatedWork W2381670429 @default.
- W4386639317 hasRelatedWork W2384615509 @default.
- W4386639317 hasRelatedWork W2899084033 @default.
- W4386639317 hasRelatedWork W3140522985 @default.
- W4386639317 hasVolume "6" @default.