MASMICRO micro-/nano-materials processing, analysis, inspection and materials knowledge management

Ioannis S. Chronakis, Nikolaos D. Mekras, Karin Wiesauer, Eva Breuer, David Stifter, Gonzalo F. Fuentes, Yi Qin

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

A main goal of the 'Material Innovation and Testing' within MASMICRO is identification of the miniature/micro-materials which are formable, development of new materials for forming and machining, development of an integrated material-testing system, and study of material properties for design/analysis applications. Examples of collaborative work and results are presented regarding the processing of functional electrospun polymer micro-/nano-fibre structures and the characterization of their interface properties with tribological testing. By means of Optical Coherence Tomography, a non-destructive inspection approach for these micro-/nano-structured webs was developed and it is also documented in the paper. Further, an application example of Artifical Neural Networks (ANNs) is given, concerning the modelling of nanofibres material behaviour under tensile testing. It is shown how Artificial Intelligence approaches (Knowledge Based Systems - KBS and ANNs) can support, significantly, the representation and processing of materials' knowledge of both, symbolic type in the case of KBS and algorithmic type in the case of ANNs, for the cases dealt within the MASMICRO.
Original languageEnglish
Pages (from-to)963-971
Number of pages9
JournalInternational Journal of Advanced Manufacturing Technology
Volume47
Issue number9-12
DOIs
Publication statusPublished - 2010

Keywords

  • electrospun micro- and nano-structures
  • friction
  • wear
  • resistance
  • optical coherence tomography
  • artificial neural networks
  • knowledge-based systems
  • design engineering
  • MASMICRO micro-/nano-materials
  • processing
  • analysis
  • inspection
  • materials knowledge management

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