• DocumentCode
    2412568
  • Title

    Stochastic models of quality in continuous information systems

  • Author

    Eidukas, Danielius ; Kalnius, Rimantas

  • Author_Institution
    Dept. of Electron. Eng., Kaunas Univ. of Technol., Kaunas
  • fYear
    2008
  • fDate
    23-26 June 2008
  • Firstpage
    703
  • Lastpage
    708
  • Abstract
    Mathematical models of main stochastic characteristics of continuous multistage inter-operational control for the IS of mechatronics were created, when the flows of rejected IS are returned to the manufacture process for regeneration, and IS classification rules are analogous at the separate control stages, and when undeniable IS classification errors of the first and second kind are present. The efficiency of control operation is estimated in the way of modeling according to transformations of density functions of defectivity level at separate stages, by applying beta distribution and dynamics of defectivity level mean variation. It was shown that returning flows are determined by error probabilities and the level of defectivity before control, and the models of separate stages differ only in the magnitude of generalized error, which equals the product of generalized error probabilities of separate stages. Manufacturing peculiarities of IS and their components were employed during creation of models.
  • Keywords
    continuous systems; engineering information systems; error statistics; manufacturing data processing; mechatronics; pattern classification; process control; quality control; stochastic processes; IS classification rules; continuous information systems; continuous multistage inter-operational control; error probabilities; mechatronics; quality stochastic models; regeneration manufacture process; Density functional theory; Error correction; Error probability; Information systems; Manufacturing processes; Mathematical model; Mechatronics; Stochastic processes; Stochastic systems; Virtual manufacturing; IS; Information systems; beta-distribution; efficiency; models; quality;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Interfaces, 2008. ITI 2008. 30th International Conference on
  • Conference_Location
    Dubrovnik
  • ISSN
    1330-1012
  • Print_ISBN
    978-953-7138-12-7
  • Electronic_ISBN
    1330-1012
  • Type

    conf

  • DOI
    10.1109/ITI.2008.4588497
  • Filename
    4588497