FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3033577416> ?p ?o ?g. }

• W3033577416 endingPage "805" @default.
• W3033577416 startingPage "796" @default.
• W3033577416 abstract "Abstract Adaptive control of the resistance spot welding process has always been a hot issue in the field of resistance spot welding. Due to the significant difference in weldability of different materials, the basis of adaptive control is the identification of material stack-up (including material types, layer number of metal sheets, the thickness of metal sheet). The material stack-up identification method based on dynamic resistance was proposed for the first time in this article. Ten different types of material stack-up commonly used in the manufacture of automobile body-in-white were selected in the experiment, and a total of 550 dynamic resistance samples were collected. The dynamic resistance value was used as the feature, and the supervised classification algorithms including support vector machines, logical regression, and random forest were used to classify the dynamic resistance, to realize the recognition of material stack-up. The data preprocessing part, include signal acquisition, dynamic resistance calculation, filtering, and dimensionality reduction was introduced in detail. The results show that before dimensionality reduction, the classification accuracy of the random forest is the highest, reaching 93.9%. After dimensionality reduction, the classification performance of logistic regression is the best, and the accuracy is 96.97%. The requirement of adaptive control for the accuracy of material stack-up recognition can be satisfied." @default.
• W3033577416 created "2020-06-12" @default.
• W3033577416 creator A5000078226 @default.
• W3033577416 creator A5018844660 @default.
• W3033577416 creator A5023632642 @default.
• W3033577416 creator A5030859680 @default.
• W3033577416 creator A5032994747 @default.
• W3033577416 creator A5058737960 @default.
• W3033577416 creator A5073806117 @default.
• W3033577416 creator A5074897775 @default.
• W3033577416 creator A5082117229 @default.
• W3033577416 creator A5087137482 @default.
• W3033577416 date "2020-08-01" @default.
• W3033577416 modified "2023-10-18" @default.
• W3033577416 title "A material stack-up combination identification method for resistance spot welding based on dynamic resistance" @default.
• W3033577416 cites W1984776102 @default.
• W3033577416 cites W2006926988 @default.
• W3033577416 cites W2009959147 @default.
• W3033577416 cites W2013643784 @default.
• W3033577416 cites W2026105850 @default.
• W3033577416 cites W2049721198 @default.
• W3033577416 cites W2058020783 @default.
• W3033577416 cites W2064523151 @default.
• W3033577416 cites W2067747116 @default.
• W3033577416 cites W2095513054 @default.
• W3033577416 cites W2145182224 @default.
• W3033577416 cites W2155261478 @default.
• W3033577416 cites W2283277339 @default.
• W3033577416 cites W2288387600 @default.
• W3033577416 cites W2319363231 @default.
• W3033577416 cites W2594001745 @default.
• W3033577416 cites W2744731327 @default.
• W3033577416 cites W2782759026 @default.
• W3033577416 cites W2891199721 @default.
• W3033577416 cites W2970928258 @default.
• W3033577416 cites W2976919284 @default.
• W3033577416 cites W3003656094 @default.
• W3033577416 cites W315134732 @default.
• W3033577416 doi "https://doi.org/10.1016/j.jmapro.2020.04.051" @default.
• W3033577416 hasPublicationYear "2020" @default.
• W3033577416 type Work @default.
• W3033577416 sameAs 3033577416 @default.
• W3033577416 citedByCount "11" @default.
• W3033577416 countsByYear W30335774162020 @default.
• W3033577416 countsByYear W30335774162021 @default.
• W3033577416 countsByYear W30335774162022 @default.
• W3033577416 countsByYear W30335774162023 @default.
• W3033577416 crossrefType "journal-article" @default.
• W3033577416 hasAuthorship W3033577416A5000078226 @default.
• W3033577416 hasAuthorship W3033577416A5018844660 @default.
• W3033577416 hasAuthorship W3033577416A5023632642 @default.
• W3033577416 hasAuthorship W3033577416A5030859680 @default.
• W3033577416 hasAuthorship W3033577416A5032994747 @default.
• W3033577416 hasAuthorship W3033577416A5058737960 @default.
• W3033577416 hasAuthorship W3033577416A5073806117 @default.
• W3033577416 hasAuthorship W3033577416A5074897775 @default.
• W3033577416 hasAuthorship W3033577416A5082117229 @default.
• W3033577416 hasAuthorship W3033577416A5087137482 @default.
• W3033577416 hasConcept C110209231 @default.
• W3033577416 hasConcept C116834253 @default.
• W3033577416 hasConcept C127413603 @default.
• W3033577416 hasConcept C159985019 @default.
• W3033577416 hasConcept C192562407 @default.
• W3033577416 hasConcept C19474535 @default.
• W3033577416 hasConcept C199360897 @default.
• W3033577416 hasConcept C41008148 @default.
• W3033577416 hasConcept C59822182 @default.
• W3033577416 hasConcept C78519656 @default.
• W3033577416 hasConcept C86803240 @default.
• W3033577416 hasConcept C9395851 @default.
• W3033577416 hasConceptScore W3033577416C110209231 @default.
• W3033577416 hasConceptScore W3033577416C116834253 @default.
• W3033577416 hasConceptScore W3033577416C127413603 @default.
• W3033577416 hasConceptScore W3033577416C159985019 @default.
• W3033577416 hasConceptScore W3033577416C192562407 @default.
• W3033577416 hasConceptScore W3033577416C19474535 @default.
• W3033577416 hasConceptScore W3033577416C199360897 @default.
• W3033577416 hasConceptScore W3033577416C41008148 @default.
• W3033577416 hasConceptScore W3033577416C59822182 @default.
• W3033577416 hasConceptScore W3033577416C78519656 @default.
• W3033577416 hasConceptScore W3033577416C86803240 @default.
• W3033577416 hasConceptScore W3033577416C9395851 @default.
• W3033577416 hasLocation W30335774161 @default.
• W3033577416 hasOpenAccess W3033577416 @default.
• W3033577416 hasPrimaryLocation W30335774161 @default.
• W3033577416 hasRelatedWork W1993273219 @default.
• W3033577416 hasRelatedWork W2373904001 @default.
• W3033577416 hasRelatedWork W2486248296 @default.
• W3033577416 hasRelatedWork W2541843040 @default.
• W3033577416 hasRelatedWork W2793383326 @default.
• W3033577416 hasRelatedWork W2914331664 @default.
• W3033577416 hasRelatedWork W3015095781 @default.
• W3033577416 hasRelatedWork W3111559980 @default.
• W3033577416 hasRelatedWork W3174312280 @default.
• W3033577416 hasRelatedWork W984643704 @default.
• W3033577416 hasVolume "56" @default.
• W3033577416 isParatext "false" @default.
• W3033577416 isRetracted "false" @default.

• next