Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (BoilingWater Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon Entropy

被引:8
作者
Alejandro Olvera-Guerrero, Omar [1 ]
Prieto-Guerrero, Alfonso [1 ]
Espinosa-Paredes, Gilberto [1 ]
机构
[1] Univ Autonoma Metropolitana Iztapalapa, Div Ciencias Basicas & Ingn, Ave San Rafael Atlixco 186, Mexico City 09340, DF, Mexico
关键词
boiling water reactors; density wave oscillations; stability monitor; Shannon Entropy; noise-assisted empirical mode decomposition variants; mode-mixing; Hilbert-Huang transform; instantaneous frequency; DENSITY WAVE OSCILLATIONS; DECAY RATIO ESTIMATION; INSTABILITY ANALYSIS; IN-PHASE; BWR; DYNAMICS; CORE; FLOW;
D O I
10.3390/e19070359
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
There are currently around 78 nuclear power plants (NPPs) in the world based on Boiling Water Reactors (BWRs). The current parameter to assess BWR instability issues is the linear Decay Ratio (DR). However, it is well known that BWRs are complex non-linear dynamical systems that may even exhibit chaotic dynamics that normally preclude the use of the DR when the BWR is working at a specific operating point during instability. In this work a novel methodology based on an adaptive Shannon Entropy estimator and on Noise Assisted Empirical Mode Decomposition variants is presented. This methodology was developed for real-time implementation of a stability monitor. This methodology was applied to a set of signals stemming from several NPPs reactors (Ringhals-Sweden, Forsmark-Sweden and Laguna Verde-Mexico) under commercial operating conditions, that experienced instabilities events, each one of a different nature.
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页数:33
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共 48 条
  • [1] Non-linear boiling water reactor stability with Shannon Entropy
    Alejandro Olvera-Guerrero, Omar
    Prieto-Guerrero, Alfonso
    Espinosa-Paredes, Gilberto
    [J]. ANNALS OF NUCLEAR ENERGY, 2017, 108 : 1 - 9
  • [2] Decay Ratio estimation in BWRs based on the improved complete ensemble empirical mode decomposition with adaptive noise
    Alejandro Olvera-Guerrero, Omar
    Prieto-Guerrero, Alfonso
    Espinosa-Paredes, Gilberto
    [J]. ANNALS OF NUCLEAR ENERGY, 2017, 102 : 280 - 296
  • [3] [Anonymous], 1992, SIAM, DOI DOI 10.1137/1.9781611970081.FM
  • [4] The Laguna Verde BWR/5 instability event. Some lessons learnt
    Blazquez, J
    Ruiz, J
    [J]. PROGRESS IN NUCLEAR ENERGY, 2003, 43 (1-4) : 195 - 200
  • [5] Determination of limit cycles using both the slope of Correlation Integral and Dominant Lyapunov methods
    Castillo, R
    Alonso, G
    Palacios, JC
    [J]. NUCLEAR TECHNOLOGY, 2004, 145 (02) : 139 - 149
  • [6] A stability assessment of optimum Fuel Reload Patterns for a BWR
    Castillo-Duran, Rogelio
    Jose Ortiz-Servin, Juan
    Castillo, Alejandro
    Luis Montes-Tadeo, Jose
    Perusquia-del-Cueto, Raul
    [J]. ANNALS OF NUCLEAR ENERGY, 2016, 94 : 841 - 847
  • [7] Improved complete ensemble EMD: A suitable tool for biomedical signal processing
    Colominas, Marcelo A.
    Schlotthauer, Gaston
    Torres, Maria E.
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2014, 14 : 19 - 29
  • [8] NOISE-ASSISTED EMD METHODS IN ACTION
    Colominas, Marcelo A.
    Schlotthauer, Gaston
    Torres, Maria E.
    Flandrin, Patrick
    [J]. ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS, 2012, 4 (04)
  • [9] Application of Continuous and Structural ARMA modeling for noise analysis of a BWR coupled core and plant instability event
    Demeshko, M.
    Dokhane, A.
    Washio, T.
    Ferroukhi, H.
    Kawahara, Y.
    Aguirre, C.
    [J]. ANNALS OF NUCLEAR ENERGY, 2015, 75 : 645 - 657
  • [10] Interpretation of in-phase and out-of-phase BWR oscillations using an extended reduced order model and semi-analytical bifurcation analysis
    Dokhane, Abdelhamid
    Hennig, Dieter
    Rizwan-uddin
    Chawla, Rakesh
    [J]. ANNALS OF NUCLEAR ENERGY, 2007, 34 (04) : 271 - 287