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Intelligent validation method of simulation model

  • Fei Yan Min
  • , Ming Yang*
  • , Zi Cai Wang
  • *Corresponding author for this work
  • 707 Institute of China Shipbuilding Industry Corporation
  • Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

To automate the validation of simulation models and settle the problems of excessive dependence on domain expert experience, knowledge-based model validation method was proposed. First, the knowledge involved in subjective and objective validation method was induced. Second, the domain knowledge model, validation technique model and validation task model were established respectively based on knowledge abstraction. And then intelligent validation system was designed and implemented based on knowledge model. Validation test of the electromagnetic rail gun simulation system shows that the proposed method can automate validation procedure effectively, and both subjective and objective methods are integrated, which can improves validation process of simulation system.

Original languageEnglish
Pages (from-to)59-64
Number of pages6
JournalDalian Haishi Daxue Xuebao/Journal of Dalian Maritime University
Volume36
Issue number1
StatePublished - Feb 2010

Keywords

  • Intelligent validation
  • Knowledge-based method
  • Simulation models

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