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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Main Authors: Omar Alejandro Olvera-Guerrero, Alfonso Prieto-Guerrero, Gilberto Espinosa-Paredes
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/19/7/359
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spelling 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
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