• DocumentCode
    1851229
  • Title

    Validation of system models

  • Author

    Liu, Fei ; Yang, Ming

  • Author_Institution
    Control & Simulation Center, Harbin Inst. of Technol., China
  • Volume
    4
  • fYear
    2005
  • fDate
    2005
  • Firstpage
    1721
  • Abstract
    System models are increasingly being used throughout the development process of a new system. The increased dependence on the models leads to the key question - how accurate are the models? Can the models provide accurate and reliable outputs? Traditional approaches to validation of models are mostly based on subjective expert evaluation. The lack of well-established techniques and methods hampers the development of system models. Thus a new validation approach to system models is recommended and validation levels of system models are presented.
  • Keywords
    formal verification; modelling; simulation; modeling; simulation; subjective expert evaluation; system models validation; Analysis of variance; Current measurement; Design engineering; Performance evaluation; Regression analysis; Response surface methodology; Sensitivity analysis; Statistical analysis; System testing; Virtual prototyping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation, 2005 IEEE International Conference
  • Conference_Location
    Niagara Falls, Ont., Canada
  • Print_ISBN
    0-7803-9044-X
  • Type

    conf

  • DOI
    10.1109/ICMA.2005.1626818
  • Filename
    1626818