Published May 2, 2022 | Version v1
Publication Open

Signal processing applied in cortex project: From noise analysis to OMA and SSA methods

  • 1. ROR icon Universidad Politécnica de Madrid
  • 2. ROR icon CEA Cadarache
  • 3. ROR icon Centre for Energy Research

Description

In the framework of the CORTEX EU project, several measurements from different KWU and VVER reactors
have been analyzed. The goal of this project is to develop and test core monitoring techniques to
detect possible anomalies and better characterize the information provided by the neutron detectors.
In this article, three different signal processing methods are presented: coolant velocity estimation,
Singular Spectrum Analysis (SSA) and Operational Modal Analysis (OMA). The first method is based on
detecting travelling perturbations by cross correlating different detectors and obtaining the impulse
response function. The second method, SSA, reduces the noise and allows a better estimation of the frequency
content with a high resolution. SSA has been tested both in simulated and plant data. The last
method permits distinguishing closely spaced resonances and a multivariate analysis of all the detectors.
In this work, the details of each methodology are explained step by step, and the results on each reactor
are also presented. Testing these methods during CORTEX project gives valuable information and orientation
for further investigations in reactors diagnostics.

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Additional details

Funding

CORTEX – Core monitoring techniques and experimental validation and demonstration 754316
European Commission

Dates

Accepted
2022-05-02