Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments

Monte Carlo (MC) neutron transport simulation is a widely used computational tool for assessing the safety of various nuclear technologies, including nuclear reactors. During the simulation, an initial guess of the neutron source distribution is required, and as several MC cycles are simulated, it...

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Main Author: Chin, Ken Fui
Format: Thesis
Language:English
Published: 2023
Subjects:
Online Access:http://eprints.usm.my/62919/
http://eprints.usm.my/62919/1/Pages%20from%20CHIN%20KEN%20FUI%20-%20TESIS.pdf
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author Chin, Ken Fui
author_facet Chin, Ken Fui
author_sort Chin, Ken Fui
building USM Institutional Repository
collection Online Access
description Monte Carlo (MC) neutron transport simulation is a widely used computational tool for assessing the safety of various nuclear technologies, including nuclear reactors. During the simulation, an initial guess of the neutron source distribution is required, and as several MC cycles are simulated, it converges to the true distribution. The outcomes from the initial cycles are discarded, and the outcomes from the subsequent cycles are accumulated to obtain a statistically meaningful result. Therefore, accurately identifying the convergence trend is crucial to prevent error accumulation from the initial guess. Traditional convergence diagnostic techniques rely on discretizing the problem geometry, and the selected meshing scheme heavily influences their performance and accuracy. This research formulated and refined a novel mesh-free convergence diagnostic indicator called Fourier fundamental mode coefficient (FFMC).
first_indexed 2025-11-15T19:17:32Z
format Thesis
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institution Universiti Sains Malaysia
institution_category Local University
language English
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publishDate 2023
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spelling usm-629192025-10-08T03:40:03Z http://eprints.usm.my/62919/ Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments Chin, Ken Fui QC1-999 Physics Monte Carlo (MC) neutron transport simulation is a widely used computational tool for assessing the safety of various nuclear technologies, including nuclear reactors. During the simulation, an initial guess of the neutron source distribution is required, and as several MC cycles are simulated, it converges to the true distribution. The outcomes from the initial cycles are discarded, and the outcomes from the subsequent cycles are accumulated to obtain a statistically meaningful result. Therefore, accurately identifying the convergence trend is crucial to prevent error accumulation from the initial guess. Traditional convergence diagnostic techniques rely on discretizing the problem geometry, and the selected meshing scheme heavily influences their performance and accuracy. This research formulated and refined a novel mesh-free convergence diagnostic indicator called Fourier fundamental mode coefficient (FFMC). 2023-11 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/62919/1/Pages%20from%20CHIN%20KEN%20FUI%20-%20TESIS.pdf Chin, Ken Fui (2023) Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments. Masters thesis, Universiti Sains Malaysia.
spellingShingle QC1-999 Physics
Chin, Ken Fui
Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments
title Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments
title_full Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments
title_fullStr Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments
title_full_unstemmed Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments
title_short Formulation Of A High-Fidelity Nuclear Fission Sites Convergence Detection Method In Monte Carlo Reactor Safety Assessments
title_sort formulation of a high-fidelity nuclear fission sites convergence detection method in monte carlo reactor safety assessments
topic QC1-999 Physics
url http://eprints.usm.my/62919/
http://eprints.usm.my/62919/1/Pages%20from%20CHIN%20KEN%20FUI%20-%20TESIS.pdf