FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3196540098> ?p ?o ?g. }

• W3196540098 endingPage "100186" @default.
• W3196540098 startingPage "100186" @default.
• W3196540098 abstract "Numerous techniques have been developed for the non-destructive evaluation (NDE) of impact damage in fiber reinforced plastics (FRPs), following the increasing demands for their safety and maintenance. Considering the large-scale detection and the vast amount of data involved, machine learning (ML) can be utilized in NDE for damage type analysis and impact damage localization. Furthermore, self-sensing using carbon fiber in FRPs is an emerging technique for NDE that can be combined with ML. In this study, ML was used to design smart FRPs by selecting the fiber type and electrode distance considering the cost and electromechanical sensitivity. Furthermore, a novel algorithm for structural health self-sensing was suggested using an artificial neural network. The developed ML algorithms are advantageous since they do not require a theoretical model when all the factors and the variables of FRPs, such as the maximum absorbed impact energy, maximum impact force, initial electrical resistance, number of electrodes, fiber types, and electrode distance, are to be considered. The algorithm was trained using given input data and the target, and the output could be successfully obtained when new input data were provided. Therefore, the proposed ML algorithms hold great potential and applicability to FRP design and for NDE methods." @default.
• W3196540098 created "2021-09-13" @default.
• W3196540098 creator A5013577348 @default.
• W3196540098 creator A5038364086 @default.
• W3196540098 creator A5057409222 @default.
• W3196540098 creator A5079142386 @default.
• W3196540098 date "2021-10-01" @default.
• W3196540098 modified "2023-10-18" @default.
• W3196540098 title "Machine learning aided design of smart, self-sensing fiber-reinforced plastics" @default.
• W3196540098 cites W1853857139 @default.
• W3196540098 cites W1983856780 @default.
• W3196540098 cites W1998371358 @default.
• W3196540098 cites W2000946542 @default.
• W3196540098 cites W2002677472 @default.
• W3196540098 cites W2047565236 @default.
• W3196540098 cites W2060286408 @default.
• W3196540098 cites W2080551111 @default.
• W3196540098 cites W2095509376 @default.
• W3196540098 cites W2119949504 @default.
• W3196540098 cites W2132147063 @default.
• W3196540098 cites W2154174281 @default.
• W3196540098 cites W2206131871 @default.
• W3196540098 cites W2314712569 @default.
• W3196540098 cites W2416144291 @default.
• W3196540098 cites W2547516013 @default.
• W3196540098 cites W2559223009 @default.
• W3196540098 cites W2564465971 @default.
• W3196540098 cites W2579247884 @default.
• W3196540098 cites W2593965501 @default.
• W3196540098 cites W2618320636 @default.
• W3196540098 cites W2752435804 @default.
• W3196540098 cites W2760478434 @default.
• W3196540098 cites W2770969454 @default.
• W3196540098 cites W2801123514 @default.
• W3196540098 cites W2900276803 @default.
• W3196540098 cites W2902647335 @default.
• W3196540098 cites W2921433201 @default.
• W3196540098 cites W2981219020 @default.
• W3196540098 cites W2983825384 @default.
• W3196540098 cites W3007407702 @default.
• W3196540098 cites W3010944152 @default.
• W3196540098 cites W3021705586 @default.
• W3196540098 cites W3029329677 @default.
• W3196540098 cites W3038033549 @default.
• W3196540098 cites W3043643967 @default.
• W3196540098 cites W3091022083 @default.
• W3196540098 cites W603068804 @default.
• W3196540098 doi "https://doi.org/10.1016/j.jcomc.2021.100186" @default.
• W3196540098 hasPublicationYear "2021" @default.
• W3196540098 type Work @default.
• W3196540098 sameAs 3196540098 @default.
• W3196540098 citedByCount "4" @default.
• W3196540098 countsByYear W31965400982022 @default.
• W3196540098 countsByYear W31965400982023 @default.
• W3196540098 crossrefType "journal-article" @default.
• W3196540098 hasAuthorship W3196540098A5013577348 @default.
• W3196540098 hasAuthorship W3196540098A5038364086 @default.
• W3196540098 hasAuthorship W3196540098A5057409222 @default.
• W3196540098 hasAuthorship W3196540098A5079142386 @default.
• W3196540098 hasBestOaLocation W31965400981 @default.
• W3196540098 hasConcept C119857082 @default.
• W3196540098 hasConcept C127413603 @default.
• W3196540098 hasConcept C147789679 @default.
• W3196540098 hasConcept C159985019 @default.
• W3196540098 hasConcept C17525397 @default.
• W3196540098 hasConcept C185592680 @default.
• W3196540098 hasConcept C192562407 @default.
• W3196540098 hasConcept C200601418 @default.
• W3196540098 hasConcept C21200559 @default.
• W3196540098 hasConcept C24326235 @default.
• W3196540098 hasConcept C2776247918 @default.
• W3196540098 hasConcept C41008148 @default.
• W3196540098 hasConcept C50644808 @default.
• W3196540098 hasConcept C519885992 @default.
• W3196540098 hasConcept C66938386 @default.
• W3196540098 hasConcept C76344452 @default.
• W3196540098 hasConceptScore W3196540098C119857082 @default.
• W3196540098 hasConceptScore W3196540098C127413603 @default.
• W3196540098 hasConceptScore W3196540098C147789679 @default.
• W3196540098 hasConceptScore W3196540098C159985019 @default.
• W3196540098 hasConceptScore W3196540098C17525397 @default.
• W3196540098 hasConceptScore W3196540098C185592680 @default.
• W3196540098 hasConceptScore W3196540098C192562407 @default.
• W3196540098 hasConceptScore W3196540098C200601418 @default.
• W3196540098 hasConceptScore W3196540098C21200559 @default.
• W3196540098 hasConceptScore W3196540098C24326235 @default.
• W3196540098 hasConceptScore W3196540098C2776247918 @default.
• W3196540098 hasConceptScore W3196540098C41008148 @default.
• W3196540098 hasConceptScore W3196540098C50644808 @default.
• W3196540098 hasConceptScore W3196540098C519885992 @default.
• W3196540098 hasConceptScore W3196540098C66938386 @default.
• W3196540098 hasConceptScore W3196540098C76344452 @default.
• W3196540098 hasFunder F4320322030 @default.
• W3196540098 hasFunder F4320322120 @default.
• W3196540098 hasLocation W31965400981 @default.
• W3196540098 hasLocation W31965400982 @default.
• W3196540098 hasOpenAccess W3196540098 @default.
• W3196540098 hasPrimaryLocation W31965400981 @default.

• next