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Modification of the fast fourier transform-based method by signal mirroring for accuracy quantification of thermal-hydraulic system code

  • Ha, Tae Wook (School of Mechanical Engineering, Pusan National University) ;
  • Jeong, Jae Jun (School of Mechanical Engineering, Pusan National University) ;
  • Choi, Ki Yong (Korea Atomic Energy Research Institute (KAERI))
  • Received : 2016.11.13
  • Accepted : 2017.03.24
  • Published : 2017.08.25

Abstract

A thermal-hydraulic system code is an essential tool for the design and safety analysis of a nuclear power plant, and its accuracy quantification is very important for the code assessment and applications. The fast Fourier transform-based method (FFTBM) by signal mirroring (FFTBM-SM) has been used to quantify the accuracy of a system code by using a comparison of the experimental data and the calculated results. The method is an improved version of the FFTBM, and it is known that the FFTBM-SM judges the code accuracy in a more consistent and unbiased way. However, in some applications, unrealistic results have been obtained. In this study, it was found that accuracy quantification by FFTBM-SM is dependent on the frequency spectrum of the fast Fourier transform of experimental and error signals. The primary objective of this study is to reduce the frequency dependency of FFTBM-SM evaluation. For this, it was proposed to reduce the cut off frequency, which was introduced to cut off spurious contributions, in FFTBM-SM. A method to determine an appropriate cut off frequency was also proposed. The FFTBM-SM with the modified cut off frequency showed a significant improvement of the accuracy quantification.

Keywords

References

  1. W. Ambrosini, R. Bovalini, F. D'Auria, Evaluation of accuracy of thermal-hydraulic code calculations, Energia Nucleare 7 (1990) 5-16.
  2. A. Prosek, B. Mavko, A tool for quantitative assessment of code calculations with an improved fast Fourier transform based method, Electrotech Rev. 70 (2003) 291-296.
  3. A. Prosek, B. Mavko, Quantitative assessment of time trends: influence of time window selection, in: Proceedings of the 5th International Conference on Nuclear Option in Countries with Small and Medium Electricity Grids, Dubrovnik, Croatia, 2004, pp. 1-9.
  4. A. Prosek, F. D'Auria, D.J. Richards, B. Mavko, Quantitative assessment of thermal-hydraulic codes used for heavy water reactor calculations, Nucl. Eng. Des. 236 (2006) 295-308. https://doi.org/10.1016/j.nucengdes.2005.07.004
  5. A. Prosek, M. Leskovar, Application of FFTBM to severe accidents, in: Proceedings of the International Conference on Nuclear Energy for New Europe, Bled, Slovenia, 2005, pp. 013.1-013.10.
  6. A. Prosek, M. Leskovar, B. Mavko, Quantitative assessment with improved fast Fourier transform based method by signal mirroring, Nucl. Eng. Des. 238 (2008) 2668-2677. https://doi.org/10.1016/j.nucengdes.2008.04.012
  7. K.Y. Choi, Y.S. Kim, K.H. Kang, S. Cho, H.S. Park, N.H. Choi, B.D. Kim, K.H. Min, J.K. Park, H.G. Chun, X.G. Yu, H.T. Kim, C.H. Song, S.K. Sim, S.S. Jeon, S.Y. Kim, D.G. Kang, T.S. Choi, Y.M. Kim, S.G. Lim, H.S. Kim, D.H. Kang, G.H. Lee, M.J. Jang, Comparison Report of Open Calculations for ATLAS Domestic Standard Problem (DSP-02), Korea Atomic Energy Research Institute, Daejeon, 2012.
  8. J.R. Kim, K.H. Kang, K.Y. Choi, Y.S. Park, B.U. Bae, Y.S. Kim, S. Cho, H.S. Park, N.H. Choi, K.H. Min, Y.C. Shin, Analysis Report on the Long Term Cooling Test for Cold Leg Top Slot Break, Korea Atomic Energy Research Institute, Daejeon, 2016.
  9. K.H. Kang, Y.S. Park, S. Cho, H.S. Park, K.Y. Choi, Y.S. Kim, N.H. Choi, K.H. Min, Y.C. Sin, C.H. Song, Test Report on the Guillotine Break of the Main Steam Line Accident Simulation with the ATLAS, Korea Atomic Energy Research Institute, Daejeon, 2012.
  10. A. Prosek, M. Leskovar, Use of FFTBM by signal mirroring for sensitivity study, Ann. Nucl. Energy 76 (2015) 253-262. https://doi.org/10.1016/j.anucene.2014.09.051
  11. A. Prosek, F. D'Auria, B. Mavko, Review of quantitative accuracy assessments with fast Fourier transform based method (FFTBM), Nucl. Eng. Des. 217 (2002) 179-206. https://doi.org/10.1016/S0029-5493(02)00152-8
  12. S.W. Smith, The Scientist and Engineer's Guide to Digital Signal Processing, second ed., California, San Diego, 1999.
  13. S. Haykin, B. Van Veen, Signals and Systems, John Willey &Sons Inc., New York, 1999.
  14. J.J. Jeong, K.S. Ha, B.D. Chung, W.J. Lee, Development of a multi-dimensional thermal-hydraulic system code, MARS 1.3.1, Ann. Nucl. Energy 26.18 (1999) 1611-1642. https://doi.org/10.1016/S0306-4549(99)00039-0
  15. A. Prosek, B. Mavko, Quantitative Code Assessment with Fast Fourier Transform Based Method Improved by Signal Mirroring, US NRC, 2009. NUREG/IA-0220.

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