STP1447: New Methodologies for Developing Radiation Embrittlement Models and Trend Curves of the Charpy Impact Test Data

    Wang, JA
    Senior R&D Staff, Oak Ridge National Laboratory, Oak Ridge, TN

    Rao, NSV
    Senior R&D Staff, Oak Ridge National Laboratory, Oak Ridge, TN

    Pages: 19    Published: Jan 2004


    Abstract

    A new methodology is developed for the prediction of RPV embrittlement that utilizes a combination of domain models and nonlinear estimators including neural networks and nearest neighbor regressions. The Power Reactor Embrittlement Database is used in this study. The results from newly developed nearest neighbor projective fuser indicate that the combined embrittlement predictor achieved about 67.3 % and 52.4 % reductions in the uncertainties for General Electric Boiling Water Reactor plate and weld data compared to Regulatory Guide 1.99, Revision 2, respectively. The implications of irradiation temperature effects to the development of radiation embrittlement models are then discussed. A new methodology that incorporates the chemical compositions into the Charpy trend curve is also developed. The purpose of this new fitting procedure is to generate a new multi-space topography that can properly reflect the inhomogeneity of the surveillance materials and utilize this multi-space trend surface to link and project the surveillance test results to that of reactor pressure vessel steels.

    Keywords:

    radiation embrittlement, reactor vessel integrity, information fusion, power reactor, boiling water reactor, material modeling, Charpy curve fitting


    Paper ID: STP11263S

    Committee/Subcommittee: E10.05

    DOI: 10.1520/STP11263S


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