Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893897683> ?p ?o ?g. }
- W2893897683 endingPage "53408" @default.
- W2893897683 startingPage "53397" @default.
- W2893897683 abstract "In recent years, improvement in multi-material additive manufacturing technology has resulted in technical improvements in multi-material design employed by the automotive industry. Therefore, in this work, an internal trim part (corresponding to an original product composed of polypropylene) of a vehicle was divided into four components using a multi-material design method considering PLA composites. The PLA was reinforced with basalt fibers for realization of the required mechanical properties. The mechanical properties associated with different fiber content (from 0 to 60%) were determined via tensile tests. To reduce the mass of the product, an optimization process combining a Kriging surrogate model with a Multi-Island Genetic Algorithm was used to search for the Pareto solution. The coefficient of determination (R2) and response surface methodology (RSM) surrogate model were used to confirm the validity and accuracy of the Kriging model. The values of R2 were all >0.92 and the low error value of both results demonstrated the effectiveness of the optimization process. Owing to the optimization process, the mass of the PLA composite product was reduced by nearly 9%. Correlation analysis indicated that x2 has the strongest impact on the total mass. Therefore, the optimization process proposed for the multi-material optimal design is feasible and contributes significantly to the attainment of light-weight vehicle parts." @default.
- W2893897683 created "2018-10-05" @default.
- W2893897683 creator A5005786535 @default.
- W2893897683 creator A5014361650 @default.
- W2893897683 creator A5050718061 @default.
- W2893897683 creator A5059910779 @default.
- W2893897683 creator A5089996633 @default.
- W2893897683 date "2018-01-01" @default.
- W2893897683 modified "2023-10-07" @default.
- W2893897683 title "Multi-Island Genetic Algorithm and Kriging Model-Based Design of Vehicle Product Comprising Multi-Material" @default.
- W2893897683 cites W1877421205 @default.
- W2893897683 cites W1964002668 @default.
- W2893897683 cites W1967035316 @default.
- W2893897683 cites W1970118256 @default.
- W2893897683 cites W1998803072 @default.
- W2893897683 cites W2039683100 @default.
- W2893897683 cites W2050381116 @default.
- W2893897683 cites W2053557740 @default.
- W2893897683 cites W2054889324 @default.
- W2893897683 cites W2062420856 @default.
- W2893897683 cites W2076800576 @default.
- W2893897683 cites W2140967572 @default.
- W2893897683 cites W2160557607 @default.
- W2893897683 cites W2281162368 @default.
- W2893897683 cites W2320158701 @default.
- W2893897683 cites W2339049891 @default.
- W2893897683 cites W2346629963 @default.
- W2893897683 cites W2368840718 @default.
- W2893897683 cites W2472329501 @default.
- W2893897683 cites W2510462845 @default.
- W2893897683 cites W2513343866 @default.
- W2893897683 cites W2572706265 @default.
- W2893897683 cites W2588847126 @default.
- W2893897683 cites W2595266455 @default.
- W2893897683 cites W2606395156 @default.
- W2893897683 cites W2607933953 @default.
- W2893897683 cites W2611347159 @default.
- W2893897683 cites W2685163089 @default.
- W2893897683 cites W2729636862 @default.
- W2893897683 cites W2743793832 @default.
- W2893897683 cites W2743812350 @default.
- W2893897683 cites W2748441441 @default.
- W2893897683 cites W2748530900 @default.
- W2893897683 cites W2752087635 @default.
- W2893897683 cites W2762736364 @default.
- W2893897683 cites W2766809847 @default.
- W2893897683 cites W2776922538 @default.
- W2893897683 cites W2782143633 @default.
- W2893897683 cites W2791633820 @default.
- W2893897683 cites W2791749574 @default.
- W2893897683 cites W2791789026 @default.
- W2893897683 cites W2794012776 @default.
- W2893897683 cites W2798109813 @default.
- W2893897683 cites W2799502275 @default.
- W2893897683 cites W2809951001 @default.
- W2893897683 cites W2888727839 @default.
- W2893897683 doi "https://doi.org/10.1109/access.2018.2871776" @default.
- W2893897683 hasPublicationYear "2018" @default.
- W2893897683 type Work @default.
- W2893897683 sameAs 2893897683 @default.
- W2893897683 citedByCount "12" @default.
- W2893897683 countsByYear W28938976832019 @default.
- W2893897683 countsByYear W28938976832020 @default.
- W2893897683 countsByYear W28938976832021 @default.
- W2893897683 countsByYear W28938976832022 @default.
- W2893897683 crossrefType "journal-article" @default.
- W2893897683 hasAuthorship W2893897683A5005786535 @default.
- W2893897683 hasAuthorship W2893897683A5014361650 @default.
- W2893897683 hasAuthorship W2893897683A5050718061 @default.
- W2893897683 hasAuthorship W2893897683A5059910779 @default.
- W2893897683 hasAuthorship W2893897683A5089996633 @default.
- W2893897683 hasBestOaLocation W28938976831 @default.
- W2893897683 hasConcept C106516650 @default.
- W2893897683 hasConcept C11413529 @default.
- W2893897683 hasConcept C119857082 @default.
- W2893897683 hasConcept C120823896 @default.
- W2893897683 hasConcept C2524010 @default.
- W2893897683 hasConcept C33923547 @default.
- W2893897683 hasConcept C41008148 @default.
- W2893897683 hasConcept C81692654 @default.
- W2893897683 hasConcept C8880873 @default.
- W2893897683 hasConcept C90673727 @default.
- W2893897683 hasConceptScore W2893897683C106516650 @default.
- W2893897683 hasConceptScore W2893897683C11413529 @default.
- W2893897683 hasConceptScore W2893897683C119857082 @default.
- W2893897683 hasConceptScore W2893897683C120823896 @default.
- W2893897683 hasConceptScore W2893897683C2524010 @default.
- W2893897683 hasConceptScore W2893897683C33923547 @default.
- W2893897683 hasConceptScore W2893897683C41008148 @default.
- W2893897683 hasConceptScore W2893897683C81692654 @default.
- W2893897683 hasConceptScore W2893897683C8880873 @default.
- W2893897683 hasConceptScore W2893897683C90673727 @default.
- W2893897683 hasFunder F4320322300 @default.
- W2893897683 hasFunder F4320335777 @default.
- W2893897683 hasLocation W28938976831 @default.
- W2893897683 hasOpenAccess W2893897683 @default.
- W2893897683 hasPrimaryLocation W28938976831 @default.
- W2893897683 hasRelatedWork W2007901268 @default.