Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308991725> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4308991725 abstract "Abstract The study examined two types of design of experiments (DoE) methods for injection molding of a molded part. It evaluated them using an artificial neural network (ANN) and a support vector machine (SVM) via cross-validation and holdout validation. The innovative goal is to identify the most efficient and successful ways for modeling varied DoE. The influence of four processing parameters on the volumetric shrinkage of a thin polystyrene plate sample is simulated using factorial design and orthogonal Taguchi arrays design. As measured by root mean square error (RMSE), the prediction performance revealed that DoE with eight experimental points as in ({2}^{4-1}) for fractional factorial design and L8 for orthogonal Taguchi design is particularly efficient for this modeling simulation problem. Both design methods are beneficial and efficient because orthogonal Taguchi arrays play an essential role when the accuracy of fractional factorial designs is insufficient." @default.
- W4308991725 created "2022-11-20" @default.
- W4308991725 creator A5065273285 @default.
- W4308991725 date "2022-11-14" @default.
- W4308991725 modified "2023-10-15" @default.
- W4308991725 title "Optimization of experimental design techniques for modeling volumetric shrinkage in injection molding experiment using artificial intelligence" @default.
- W4308991725 cites W1563088657 @default.
- W4308991725 cites W1605189022 @default.
- W4308991725 cites W2033033715 @default.
- W4308991725 cites W2075314456 @default.
- W4308991725 cites W2088462266 @default.
- W4308991725 cites W2129967715 @default.
- W4308991725 cites W2252631705 @default.
- W4308991725 cites W2290190822 @default.
- W4308991725 cites W2783116513 @default.
- W4308991725 cites W2791998394 @default.
- W4308991725 cites W2808651791 @default.
- W4308991725 cites W2894975014 @default.
- W4308991725 cites W2895860178 @default.
- W4308991725 cites W2900112313 @default.
- W4308991725 cites W2941263048 @default.
- W4308991725 cites W2966069268 @default.
- W4308991725 cites W2979071418 @default.
- W4308991725 cites W2980323805 @default.
- W4308991725 cites W2999976021 @default.
- W4308991725 cites W3010423364 @default.
- W4308991725 cites W3012426657 @default.
- W4308991725 cites W3016493362 @default.
- W4308991725 cites W3042077781 @default.
- W4308991725 cites W3112393256 @default.
- W4308991725 cites W3152038885 @default.
- W4308991725 cites W3189646648 @default.
- W4308991725 cites W3190722115 @default.
- W4308991725 cites W3198569902 @default.
- W4308991725 cites W3201920631 @default.
- W4308991725 doi "https://doi.org/10.21203/rs.3.rs-2245607/v1" @default.
- W4308991725 hasPublicationYear "2022" @default.
- W4308991725 type Work @default.
- W4308991725 citedByCount "0" @default.
- W4308991725 crossrefType "posted-content" @default.
- W4308991725 hasAuthorship W4308991725A5065273285 @default.
- W4308991725 hasBestOaLocation W43089917251 @default.
- W4308991725 hasConcept C105795698 @default.
- W4308991725 hasConcept C119857082 @default.
- W4308991725 hasConcept C12267149 @default.
- W4308991725 hasConcept C127413603 @default.
- W4308991725 hasConcept C139945424 @default.
- W4308991725 hasConcept C16469947 @default.
- W4308991725 hasConcept C169222746 @default.
- W4308991725 hasConcept C180145272 @default.
- W4308991725 hasConcept C33923547 @default.
- W4308991725 hasConcept C34559072 @default.
- W4308991725 hasConcept C41008148 @default.
- W4308991725 hasConcept C42632107 @default.
- W4308991725 hasConcept C50644808 @default.
- W4308991725 hasConcept C67558686 @default.
- W4308991725 hasConcept C78519656 @default.
- W4308991725 hasConcept C83469408 @default.
- W4308991725 hasConceptScore W4308991725C105795698 @default.
- W4308991725 hasConceptScore W4308991725C119857082 @default.
- W4308991725 hasConceptScore W4308991725C12267149 @default.
- W4308991725 hasConceptScore W4308991725C127413603 @default.
- W4308991725 hasConceptScore W4308991725C139945424 @default.
- W4308991725 hasConceptScore W4308991725C16469947 @default.
- W4308991725 hasConceptScore W4308991725C169222746 @default.
- W4308991725 hasConceptScore W4308991725C180145272 @default.
- W4308991725 hasConceptScore W4308991725C33923547 @default.
- W4308991725 hasConceptScore W4308991725C34559072 @default.
- W4308991725 hasConceptScore W4308991725C41008148 @default.
- W4308991725 hasConceptScore W4308991725C42632107 @default.
- W4308991725 hasConceptScore W4308991725C50644808 @default.
- W4308991725 hasConceptScore W4308991725C67558686 @default.
- W4308991725 hasConceptScore W4308991725C78519656 @default.
- W4308991725 hasConceptScore W4308991725C83469408 @default.
- W4308991725 hasLocation W43089917251 @default.
- W4308991725 hasOpenAccess W4308991725 @default.
- W4308991725 hasPrimaryLocation W43089917251 @default.
- W4308991725 hasRelatedWork W1966613695 @default.
- W4308991725 hasRelatedWork W1969225545 @default.
- W4308991725 hasRelatedWork W2024402881 @default.
- W4308991725 hasRelatedWork W2045819679 @default.
- W4308991725 hasRelatedWork W2065214716 @default.
- W4308991725 hasRelatedWork W2174032241 @default.
- W4308991725 hasRelatedWork W2383391154 @default.
- W4308991725 hasRelatedWork W2513983914 @default.
- W4308991725 hasRelatedWork W2884834325 @default.
- W4308991725 hasRelatedWork W4308991725 @default.
- W4308991725 isParatext "false" @default.
- W4308991725 isRetracted "false" @default.
- W4308991725 workType "article" @default.