Matches in SemOpenAlex for { <https://semopenalex.org/work/W4292429713> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4292429713 endingPage "103290" @default.
- W4292429713 startingPage "103290" @default.
- W4292429713 abstract "Assessing weld bead shape is essential for the quality control of a welded joint. This work presents an attempt to predict the weld bead shape parameters of shielded Gas Metal Arc Welded (GMAW) fillet joints through the application of statistical design techniques and artificial neural network. Extensive tests were performed on low carbon mild steel plates ranging in thickness from 3 mm to 10 mm. Welding voltage, welding current, and moving heat source speed were considered as the welding parameters. To develop empirical equation for defining bead geometry parameters of GMAW, multiple linear regression model (MLR) was formulated. Also, an artificial neural network (ANN) model was developed and individual feature importance was studied using SHapley Additive exPlanations (SHAP). The results show that the ANN-based approach performs better in predictability and error assessment. The predictive model has been used to study the temperature profile of a joint numerically, and an excellent match has been noticed when compared with experimental measurement. This study shows the usefulness of the predictive tools to aid numerical analysis of welding." @default.
- W4292429713 created "2022-08-20" @default.
- W4292429713 creator A5013027601 @default.
- W4292429713 creator A5040249807 @default.
- W4292429713 creator A5047100816 @default.
- W4292429713 creator A5069088426 @default.
- W4292429713 date "2022-11-01" @default.
- W4292429713 modified "2023-10-14" @default.
- W4292429713 title "Performance of predictive models to determine weld bead shape parameters for shielded gas metal arc welded T-joints" @default.
- W4292429713 cites W1980158013 @default.
- W4292429713 cites W2006232735 @default.
- W4292429713 cites W2030421244 @default.
- W4292429713 cites W2045950788 @default.
- W4292429713 cites W2047960408 @default.
- W4292429713 cites W2057409872 @default.
- W4292429713 cites W2080412919 @default.
- W4292429713 cites W2080442642 @default.
- W4292429713 cites W2094690365 @default.
- W4292429713 cites W2467316872 @default.
- W4292429713 cites W2832393540 @default.
- W4292429713 cites W3087061323 @default.
- W4292429713 cites W4206488523 @default.
- W4292429713 cites W4213214395 @default.
- W4292429713 doi "https://doi.org/10.1016/j.marstruc.2022.103290" @default.
- W4292429713 hasPublicationYear "2022" @default.
- W4292429713 type Work @default.
- W4292429713 citedByCount "4" @default.
- W4292429713 countsByYear W42924297132023 @default.
- W4292429713 crossrefType "journal-article" @default.
- W4292429713 hasAuthorship W4292429713A5013027601 @default.
- W4292429713 hasAuthorship W4292429713A5040249807 @default.
- W4292429713 hasAuthorship W4292429713A5047100816 @default.
- W4292429713 hasAuthorship W4292429713A5069088426 @default.
- W4292429713 hasConcept C119857082 @default.
- W4292429713 hasConcept C121646663 @default.
- W4292429713 hasConcept C127413603 @default.
- W4292429713 hasConcept C159985019 @default.
- W4292429713 hasConcept C192562407 @default.
- W4292429713 hasConcept C19474535 @default.
- W4292429713 hasConcept C20480867 @default.
- W4292429713 hasConcept C3450827 @default.
- W4292429713 hasConcept C41008148 @default.
- W4292429713 hasConcept C50644808 @default.
- W4292429713 hasConcept C50916996 @default.
- W4292429713 hasConcept C66938386 @default.
- W4292429713 hasConceptScore W4292429713C119857082 @default.
- W4292429713 hasConceptScore W4292429713C121646663 @default.
- W4292429713 hasConceptScore W4292429713C127413603 @default.
- W4292429713 hasConceptScore W4292429713C159985019 @default.
- W4292429713 hasConceptScore W4292429713C192562407 @default.
- W4292429713 hasConceptScore W4292429713C19474535 @default.
- W4292429713 hasConceptScore W4292429713C20480867 @default.
- W4292429713 hasConceptScore W4292429713C3450827 @default.
- W4292429713 hasConceptScore W4292429713C41008148 @default.
- W4292429713 hasConceptScore W4292429713C50644808 @default.
- W4292429713 hasConceptScore W4292429713C50916996 @default.
- W4292429713 hasConceptScore W4292429713C66938386 @default.
- W4292429713 hasFunder F4320325536 @default.
- W4292429713 hasLocation W42924297131 @default.
- W4292429713 hasOpenAccess W4292429713 @default.
- W4292429713 hasPrimaryLocation W42924297131 @default.
- W4292429713 hasRelatedWork W2048150930 @default.
- W4292429713 hasRelatedWork W2285628005 @default.
- W4292429713 hasRelatedWork W2363938919 @default.
- W4292429713 hasRelatedWork W2372790134 @default.
- W4292429713 hasRelatedWork W2476456920 @default.
- W4292429713 hasRelatedWork W2939834046 @default.
- W4292429713 hasRelatedWork W3094690458 @default.
- W4292429713 hasRelatedWork W3147608703 @default.
- W4292429713 hasRelatedWork W4377832438 @default.
- W4292429713 hasRelatedWork W4386392430 @default.
- W4292429713 hasVolume "86" @default.
- W4292429713 isParatext "false" @default.
- W4292429713 isRetracted "false" @default.
- W4292429713 workType "article" @default.