Application of characteristic vector analysis to multianalyser tensiography for the study of aqueous-ethanol solutions and french wine solutions

Mandy O'Neill, Norman D. McMillan, Greg Doyle, Philippe Pringuet, Eon O'Mongain

Research output: Contribution to journalConference articlepeer-review

Abstract

A study was conducted to determine the alcohol concentration, refractive index and surface tension of binary solutions from multianalyser tensiotrace data. Characteristic vector analysis of multivariate response data has been successfully applied to a variety of optical tensiotraces to explore the quantitative capabilities of the multianalyser tensiograph. Singular value decomposition was used to determine the key vector i.e. the characteristics of the required signal as it affects the data. This vector is then optimised using the known established data to estimate the value of the unknown parameters. By the use of characteristic vector analysis the paper explores the relationship that exists between the tensiotrace features and the physical properties of a liquid. This paper shows the possibility of future work for identifying wines. A second study has been conducted where five wine samples were run on the multianalyser and their tensiotraces acquired. This preliminary study demonstrates that wine archiving and fingerprinting is possible.

Original languageEnglish
Article number26
Pages (from-to)244-254
Number of pages11
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume5827
DOIs
Publication statusPublished - 2005
EventOpto-Ireland 2005: Photonic Engineering - Dublin, Ireland
Duration: 04 Apr 200506 Apr 2005

Keywords

  • Alcohols
  • Centroid analysis
  • CVA
  • Data clustering
  • Data mining
  • FOS
  • Multianalyser
  • Tensiography
  • Wines

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