Show simple item record

dc.creatorAleksendrić, D.
dc.creatorBalać, Igor
dc.creatorTang, C. Y.
dc.creatorTsui, C. P.
dc.creatorUskoković, Petar S.
dc.creatorUskoković, Dragan
dc.date.accessioned2018-06-22T19:11:55Z
dc.date.available2018-06-22T19:11:55Z
dc.date.issued2010
dc.identifier.issn1743-6753
dc.identifier.urihttp://dais.sanu.ac.rs/123456789/3432
dc.description.abstractIn this paper, the mechanical properties of polymer matrix phase (modulus of elasticity, yield stress and work hardening rate) have been determined using combined methods such as nanoindentation, finite element modelling and artificial neural networks. The approach of neural modelling has been employed for the functional approximation of the nanoindentation load-displacement curves. The data obtained from finite element analyses have been used for the artificial neural networks training and validating. The neural model of polymer matrix phase of poly-l-lactide (PLLA) polymer in hydroxyapatite (HAp)/PLLA mechanical behaviour has been developed and tested versus unknown data related to the load-displacement curves that were not used during the neural network training. Based on this neural model, the nanoindentation matrix phase properties of PLLA polymer in HAp/PLLA composite have been predicted. © 2010 Institute of Materials, Minerals and Mining.
dc.publisherManey Publishing
dc.relationinfo:eu-repo/grantAgreement/MESTD/MPN2006-2010/142006/RS//
dc.relationEUREKA - 3524
dc.rightsrestrictedAccess
dc.sourceAdvances in Applied Ceramics
dc.subjectartificial neural networks
dc.subjectbiocomposites
dc.subjectfinite element model
dc.subjectnanoindentation
dc.titleSurface characterisation of PLLA polymer in HAp/PLLA biocomposite material by means of nanoindentation and artificial neural networks
dc.typearticleen
dc.rights.licenseARR
dcterms.abstractУскоковић, Драган; Aлексендрић, Д.; Ускоковић, Петар С.; Балаћ, Игор; Танг, Ц. Y.; Тсуи, Ц. П.;
dc.citation.spage65
dc.citation.epage70
dc.citation.volume109
dc.citation.issue2
dc.identifier.wos000275344200001
dc.identifier.doi10.1179/174367509X12502621261613
dc.identifier.scopus2-s2.0-77749325154
dc.type.versionpublishedVersion


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record