Multivariate Empirical Mode Decomposition applied to the estimation of the decay ratio and out-of-phase oscillations in BWRs

Progress in Nuclear Energy

Volumn 78, Issue , 2015, Pages 163-172

  Prieto Guerrero, Alfonso ^a   Espinosa Paredes, Gilberto ^a   Laguna Sánchez, Gerardo Abel ^b  

^a DEPARTAMENTO DE QUÍMICA   (Mexico)

^b Metroipolitan Autonomous University Lerma   (Mexico)

Author keywords

Boiling water reactors; Decay ratio; Forsmark stability benchmark; Multivariate Empirical Mode Decomposition; Out of phase oscillations

Indexed keywords

DECAY RATIO; MULTIVARIATE EMPIRICAL MODE DECOMPOSITION (MEMD); OUT-OF-PHASE OSCILLATIONS;

BOILING WATER REACTORS;

EID: 84908434422     PISSN: 01491970     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.pnucene.2014.09.014     Document Type: Article

References (29)

1. M. Antonopoulos, and T. Tambouratzis System identification during a transient via wavelets multiresolution analysis followed by spectral techniques Ann. Nucl. Energy 25 1998 465 480
2. M. Ceceñas-Falcón, and M. Edwards Out-of-phase boiling water reactor stability monitoring Nucl. Technol. 143 2003 125 131
3. I. Daubechies Ten Lectures on Wavelets 1992 SIAM Philadelphia
4. C. Demaziere, and I. Pazsit Numerical tools applied to power reactor noise analysis Prog. Nucl. Energy 51 2009 67 81
5. N. Delprat, B. Escudie, P. Guillemain, R. Kronland-Martinet, P. Tchamitchian, and B. Torresani Asymptotic wavelet and gabor analysis: extraction of instantaneous frequencies IEEE Trans. Inform. Theory 38 1992 644 664
6. G. Espinosa-Paredes, A. Prieto-Guerrero, A. Núñez-Carrera, and R. Amador-García Wavelet-based method for instability analysis in boiling water reactors Nucl. Technol. 151 2005 250 260
7. G. Espinosa-Paredes, A. Nuñez-Carrera, A. Prieto-Guerrero, and M. Ceceñas Wavelet approach for analysis of neutronic power using data of Ringhals stability benchmark Nucl. Eng. Des. 237 2007 1009 1015
8. G. Guido, J. Coverti, and A. Clause Density wave oscillations in parallel channels, an analytical approach Nucl. Eng. Des. 125 1997 121 139
9. N.E. Huang, Z. Shen, S.R. Long, M.C. Wu, H.H. Shih, Q. Zheng, N.C. Yen, C.C. Tung, and H.H. Liu The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Math. Phys. Eng. Sci. 454 1998 679 699
10. N.E. Huang, and Z. Wu A review on Hilbert-Huang transform: method and its applications to geophysical studies Rev. Geophys. 46 2008 1 23
11. K. Khaldi, A.O. Boudraa, M. Turki, T. Chonavel, and I. Samaali Audio encoding based on the empirical mode decomposition Proceedings of EUSIPCO, Glasgow 2009
12. S.L. Lin, P.C. Tung, and N.E. Huang Data analysis using a combination of independent component analysis and empirical mode decomposition Phys. Rev. E. Stat. Nonlin. Soft. Matter Phys. 79 6 Pt 2 2009 066705
13. J. March-Leuba, and E.D. Blakeman A mechanism for out-of-phase power instabilities in boiling water reactors Nucl. Sci. Eng. 107 1991 173 179
14. J. March-Leuba, and J.M. Rey Coupled thermal-hydraulic neutronic stabilities in boiling water reactor: a review of the state of the art Nucl. Eng. Des. 145 1993 97 111
15. M.E. Montesinos, J.L. Muñoz-Cobo, and C. Pérez Hilbert-Huang analysis of BWR neutron detector signals: application to DR calculation and to corrupted signal analysis Ann. Nucl. Energy 30 2003 715 727
16. J.L. Muñoz-Cobo, M.Z. Podowski, and S. Chiva Parallel channel instabilities in boiling water reactor: boundary conditions for out of phase oscillations Ann. Nucl. Energy 29 2002 1891 1917
17. Z.K. Peng, P.W. Tseb, and F.L. Chu An improved Hilbert-Huang transform and its application in vibration signal analysis J. Sound Vib. 286 2005 187 205
18. M.Z. Podowski, and M.P. Rosa Modeling and numerical simulation of oscillatory two phase flow with application to boiling water nuclear reactor Nucl. Eng. Des. 177 1997 179 188
19. A. Prieto-Guerrero, and G. Espinosa-Paredes Decay Ratio estimation in boiling water reactors based on the empirical mode decomposition and the Hilbert-Huang transform Prog. Nucl. Energy 71 2014 122 133
20. A. Prieto-Guerrero, and G. Espinosa-Paredes Bivariate empirical mode decomposition applied to the estimation of out-of-phase oscillations in BWR Ann. Nucl. Energy 65 2014 247 252
21. A. Prieto-Guerrero, and G. Espinosa-Paredes Decay ratio estimation of BWR signals based on wavelet ridges Nucl. Sci. Eng. 160 2008 302 317
22. N. Rehman, and D.-P. Mandic Multivariate empirical mode decomposition Proc. R. Soc. A 466 2010 1291 1302
23. G. Rilling, P. Flandrin, P. Goncalves, and J.M. Lilly Bivariate empirical mode decomposition IEEE Signal Process. Lett. 14 2007 936 939
24. C. Sunde, and I. Pázsit Wavelet techniques for the determination of the decay ratio in boiling water reactors Kerntechnik 72 2007 7 19
25. T. Tanaka, and D.P. Mandic Complex empirical mode decomposition IEEE Signal Process. Lett. 14 2006 101 104
26. J.A. Turso, J. March-Leuba, and M. Edwards A modal-based reduced-order model of BWR out-of-phase instabilities Ann. Nucl. Energy 12 1997 921 934
27. D.D.B. Van Bragt, and T.H.J.J. Van der Hagen Stability of natural circulation boiling water reactors: part I-Description stability model and theoretical analysis in terms of dimensional groups Nucl. Technol. 121 1997 40 51
28. G. Verdu, D. Ginestar, J.L. Muñoz-Cobo, J. Navarro-Esbri, M.J. Palomo, P. Lansaker, J.M. Conde, M. Recio, and E. Sartori Forsmark 1&2 Stability Benchmark Time Series Analysis Methods for Oscillations During BWR Operation 2001 2 Final report, NEA/NSC/DOC
29. M.C. Wu, and N.E. Huang Biomedical Data Processing Using HHT: a Review," Advanced Biosignal Processing 2009 Springer-Verlag 335 352 (Chapter 16)