FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3048462146> ?p ?o ?g. }

• W3048462146 endingPage "1812" @default.
• W3048462146 startingPage "1812" @default.
• W3048462146 abstract "Injection molding has been widely used in the mass production of high-precision products. The finished products obtained through injection molding must have a high quality. Machine parameters do not accurately reflect the molding conditions of the polymer melt; thus, the use of machine parameters leads to erroneous quality judgments. Moreover, the cost of mass inspections of finished products has led to strict restrictions on comprehensive quality testing. Therefore, an automatic quality inspection that provides effective and accurate quality judgment for each injection-molded part is required. This study proposes a multilayer perceptron (MLP) neural network model combined with quality indices for performing fast and automatic prediction of the geometry of finished products. The pressure curves detected by the in-mold pressure sensor, which reflect the flow state of the melt, changes in various indicators and molding quality, were considered in this study. Furthermore, the quality indices extracted from pressure curves with a strong correlation with the part quality were input into the MLP model for learning and prediction. The results indicate that the training and testing of the first-stage holding pressure index, pressure integral index, residual pressure drop index and peak pressure index with respect to the geometric widths were accurate (accuracy rate exceeded 92%), which demonstrates the feasibility of the proposed method." @default.
• W3048462146 created "2020-08-18" @default.
• W3048462146 creator A5035560520 @default.
• W3048462146 creator A5079514189 @default.
• W3048462146 date "2020-08-12" @default.
• W3048462146 modified "2023-10-18" @default.
• W3048462146 title "Quality Prediction for Injection Molding by Using a Multilayer Perceptron Neural Network" @default.
• W3048462146 cites W1965434707 @default.
• W3048462146 cites W1981372915 @default.
• W3048462146 cites W1981630574 @default.
• W3048462146 cites W1988097236 @default.
• W3048462146 cites W2009069239 @default.
• W3048462146 cites W2013626860 @default.
• W3048462146 cites W2013888265 @default.
• W3048462146 cites W2045249347 @default.
• W3048462146 cites W2052619287 @default.
• W3048462146 cites W2080162933 @default.
• W3048462146 cites W2252631705 @default.
• W3048462146 cites W2753917303 @default.
• W3048462146 cites W2789794530 @default.
• W3048462146 cites W2802246562 @default.
• W3048462146 cites W2895860178 @default.
• W3048462146 cites W2897722020 @default.
• W3048462146 cites W2924977003 @default.
• W3048462146 cites W2961075601 @default.
• W3048462146 cites W2964373604 @default.
• W3048462146 cites W2968529525 @default.
• W3048462146 cites W2968672609 @default.
• W3048462146 cites W2971491038 @default.
• W3048462146 cites W2990436596 @default.
• W3048462146 cites W3003342755 @default.
• W3048462146 doi "https://doi.org/10.3390/polym12081812" @default.
• W3048462146 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7464357" @default.
• W3048462146 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32806786" @default.
• W3048462146 hasPublicationYear "2020" @default.
• W3048462146 type Work @default.
• W3048462146 sameAs 3048462146 @default.
• W3048462146 citedByCount "46" @default.
• W3048462146 countsByYear W30484621462021 @default.
• W3048462146 countsByYear W30484621462022 @default.
• W3048462146 countsByYear W30484621462023 @default.
• W3048462146 crossrefType "journal-article" @default.
• W3048462146 hasAuthorship W3048462146A5035560520 @default.
• W3048462146 hasAuthorship W3048462146A5079514189 @default.
• W3048462146 hasBestOaLocation W30484621461 @default.
• W3048462146 hasConcept C111472728 @default.
• W3048462146 hasConcept C114088122 @default.
• W3048462146 hasConcept C11413529 @default.
• W3048462146 hasConcept C121332964 @default.
• W3048462146 hasConcept C127413603 @default.
• W3048462146 hasConcept C138885662 @default.
• W3048462146 hasConcept C154945302 @default.
• W3048462146 hasConcept C155512373 @default.
• W3048462146 hasConcept C15920480 @default.
• W3048462146 hasConcept C159985019 @default.
• W3048462146 hasConcept C164369957 @default.
• W3048462146 hasConcept C179717631 @default.
• W3048462146 hasConcept C192562407 @default.
• W3048462146 hasConcept C21880701 @default.
• W3048462146 hasConcept C2779530757 @default.
• W3048462146 hasConcept C41008148 @default.
• W3048462146 hasConcept C50644808 @default.
• W3048462146 hasConcept C521977710 @default.
• W3048462146 hasConcept C57879066 @default.
• W3048462146 hasConcept C60908668 @default.
• W3048462146 hasConcept C67558686 @default.
• W3048462146 hasConcept C78519656 @default.
• W3048462146 hasConceptScore W3048462146C111472728 @default.
• W3048462146 hasConceptScore W3048462146C114088122 @default.
• W3048462146 hasConceptScore W3048462146C11413529 @default.
• W3048462146 hasConceptScore W3048462146C121332964 @default.
• W3048462146 hasConceptScore W3048462146C127413603 @default.
• W3048462146 hasConceptScore W3048462146C138885662 @default.
• W3048462146 hasConceptScore W3048462146C154945302 @default.
• W3048462146 hasConceptScore W3048462146C155512373 @default.
• W3048462146 hasConceptScore W3048462146C15920480 @default.
• W3048462146 hasConceptScore W3048462146C159985019 @default.
• W3048462146 hasConceptScore W3048462146C164369957 @default.
• W3048462146 hasConceptScore W3048462146C179717631 @default.
• W3048462146 hasConceptScore W3048462146C192562407 @default.
• W3048462146 hasConceptScore W3048462146C21880701 @default.
• W3048462146 hasConceptScore W3048462146C2779530757 @default.
• W3048462146 hasConceptScore W3048462146C41008148 @default.
• W3048462146 hasConceptScore W3048462146C50644808 @default.
• W3048462146 hasConceptScore W3048462146C521977710 @default.
• W3048462146 hasConceptScore W3048462146C57879066 @default.
• W3048462146 hasConceptScore W3048462146C60908668 @default.
• W3048462146 hasConceptScore W3048462146C67558686 @default.
• W3048462146 hasConceptScore W3048462146C78519656 @default.
• W3048462146 hasIssue "8" @default.
• W3048462146 hasLocation W30484621461 @default.
• W3048462146 hasLocation W30484621462 @default.
• W3048462146 hasLocation W30484621463 @default.
• W3048462146 hasLocation W30484621464 @default.
• W3048462146 hasOpenAccess W3048462146 @default.
• W3048462146 hasPrimaryLocation W30484621461 @default.
• W3048462146 hasRelatedWork W1501774291 @default.
• W3048462146 hasRelatedWork W1551818188 @default.

• next