• Title of article

    EstimationofbreaklocationandsizeforlossofcoolantaccidentsusingneuralnetworksOriginalResearchArticle

  • Author/Authors

    ManGyunNa، نويسنده , , SunHoShin، نويسنده , , DongWonJung، نويسنده , , SoongPyungKim، نويسنده , , JiHwanJeong، نويسنده , , ByungChulLee، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2004
  • Pages
    12
  • From page
    289
  • To page
    300
  • Abstract
    Inthiswork,aprobabilisticneuralnetwork(PNN)thathasbeenappliedwelltotheclassificationproblemsisusedinordertoidentifythebreaklocationsoflossofcoolantaccidents(LOCA)suchashot-leg,cold-legandsteamgeneratortubes.Also,afuzzyneuralnetwork(FNN)isdesignedtoestimatethebreaksize.TheinputstoPNNandFNNaretime-integratedvaluesobtainedbyintegratingmeasurementsignalsduringashorttimeintervalafterreactorscram.Anautomaticstructureconstructorforthefuzzyneuralnetworkautomaticallyselectstheinputvariablesfromthetime-integratedvaluesofmanymeasuredsignals,andoptimizesthenumberofrulesanditsrelatedparameters.ItisverifiedthattheproposedalgorithmidentifiesverywellthebreaklocationsofLOCAsandalso,estimatetheirbreaksizeaccurately.
  • Journal title
    Nuclear Engineering and Design Eslah
  • Serial Year
    2004
  • Journal title
    Nuclear Engineering and Design Eslah
  • Record number

    894796

    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=10&DC=894796