Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (Boiling Water Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon Entropy
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 cha...
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doaj-275e15543dc147cd95ceee46a34713342020-11-24T23:11:56ZengMDPI AGEntropy1099-43002017-07-0119735910.3390/e19070359e19070359Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (Boiling Water Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon EntropyOmar Alejandro Olvera-Guerrero0Alfonso Prieto-Guerrero1Gilberto Espinosa-Paredes2División de Ciencias Básicas e Ingeniería, Universidad Autónoma Metropolitana-Iztapalapa, Av. San Rafael Atlixco 186, Col. Vicentina, Cd. de México 09340, MexicoDivisión de Ciencias Básicas e Ingeniería, Universidad Autónoma Metropolitana-Iztapalapa, Av. San Rafael Atlixco 186, Col. Vicentina, Cd. de México 09340, MexicoDivisión de Ciencias Básicas e Ingeniería, Universidad Autónoma Metropolitana-Iztapalapa, Av. San Rafael Atlixco 186, Col. Vicentina, Cd. de México 09340, MexicoThere 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.https://www.mdpi.com/1099-4300/19/7/359boiling water reactorsdensity wave oscillationsstability monitorShannon Entropynoise-assisted empirical mode decomposition variantsmode-mixingHilbert–Huang transforminstantaneous frequency |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Omar Alejandro Olvera-Guerrero Alfonso Prieto-Guerrero Gilberto Espinosa-Paredes |
spellingShingle |
Omar Alejandro Olvera-Guerrero Alfonso Prieto-Guerrero Gilberto Espinosa-Paredes Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (Boiling Water Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon Entropy Entropy boiling water reactors density wave oscillations stability monitor Shannon Entropy noise-assisted empirical mode decomposition variants mode-mixing Hilbert–Huang transform instantaneous frequency |
author_facet |
Omar Alejandro Olvera-Guerrero Alfonso Prieto-Guerrero Gilberto Espinosa-Paredes |
author_sort |
Omar Alejandro Olvera-Guerrero |
title |
Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (Boiling Water Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon Entropy |
title_short |
Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (Boiling Water Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon Entropy |
title_full |
Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (Boiling Water Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon Entropy |
title_fullStr |
Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (Boiling Water Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon Entropy |
title_full_unstemmed |
Non-Linear Stability Analysis of Real Signals from Nuclear Power Plants (Boiling Water Reactors) Based on Noise Assisted Empirical Mode Decomposition Variants and the Shannon Entropy |
title_sort |
non-linear stability analysis of real signals from nuclear power plants (boiling water reactors) based on noise assisted empirical mode decomposition variants and the shannon entropy |
publisher |
MDPI AG |
series |
Entropy |
issn |
1099-4300 |
publishDate |
2017-07-01 |
description |
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. |
topic |
boiling water reactors density wave oscillations stability monitor Shannon Entropy noise-assisted empirical mode decomposition variants mode-mixing Hilbert–Huang transform instantaneous frequency |
url |
https://www.mdpi.com/1099-4300/19/7/359 |
work_keys_str_mv |
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1725603337277014016 |