Fourier-space digital filter for neutron noise analysis

4 Jul 2023, 14:00
15m
Room 310

Room 310

Workshop "Modern approaches to the modeling of research reactors, creation of the "digital twins" of complex systems" (4-5 July) Workshop "Modern approaches to the modeling of research reactors, creation of the "digital twins" of complex systems" (4-5 July)

Speaker

Maria Dima (JINR - MLIT)

Description

Discrete Fourier methods have the known Gibbs phenomenon problematic due to their limited time window. A solution to this problem has been apodisation, a truncation of the time window that softens the edges. Still, due to discretisation such methods are imperfect, here reported Fourier apodisation aleviating this aspect. Although Fourier-space apodisation is known, no consistent approach exists to date, that eliminates exactly spectrum leakage tails. Our FoxLima discrete Fourier transform package, fielding these methods, has been adapted to design a wavelet digital filter with this type of Fourier-space apodisation. We report the performance of this filter on neutron noise simulated data.

Summary

Discrete Fourier methods have the known Gibbs phenomenon problematic due to their limited time window. A solution to this problem has been apodisation, a truncation of the time window that softens the edges. Still, due to discretisation such methods are imperfect, here reported Fourier apodisation aleviating this aspect. Although Fourier-space apodisation is known, no consistent approach exists to date, that eliminates exactly spectrum leakage tails. Our FoxLima discrete Fourier transform package, fielding these methods, has been adapted to design a wavelet digital filter with this type of Fourier-space apodisation. We report the performance of this filter on neutron noise simulated data.

Primary author

Mihai-Tiberiu Dima (JINR - MLIT)

Co-authors

Madalina Mihailescu (Hyperion University Bucharest) Maria Dima (JINR - MLIT)

Presentation materials