Shannon Entropy Analysis of a Nuclear Fuel Pin Under Deep Burnup

This paper analyzes the behavior of the entropy of a nuclear fuel rod under deep burnup conditions, beyond standard operational ranges, reaching up to 60 years. The evolution of the neutron source distribution in a pressurized water reactor (PWR) fuel pin was analyzed using the Monte Carlo method and Shannon information entropy. To maintain proper statistics, a novel scaling method was developed, adjusting the neutron population based on the fission rate. By integrating reactor physics with information theory, this work aimed at the deeper understanding of nuclear fuel behavior under extreme burnup conditions. The results show a "U-shaped" entropy evolution: an initial decrease due to self-organization, followed by stabilization and eventual increase due to degradation. A minimum entropy state is reached after approximately 45 years of pin operation, showing a steady-state condition with no entropy change. This point may indicate a physical limit for fuel utilization. Beyond this point, entropy rises, reflecting system degradation and lower energy efficiency. The results show that entropy analysis can provide valuable insights into fuel behavior and operational limits. The proposed scaling method may also serve to control a Monte Carlo simulation, especially for the analysis of long-life reactors.

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Publication Details

Journal
Entropy
Published
2024-12-22
DOI
https://doi.org/10.3390/e26121124
Citations
3
Primary Topic
Nuclear reactor physics and engineering
Type
article
Field-Weighted Citation Impact
3.90
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article

Shannon Entropy Analysis of a Nuclear Fuel Pin Under Deep Burnup

Jörg Ostrowski, Krzysztof W. Fornalski, Wojciech Kubiński
3 citations
Entropy
Nuclear reactor physics and engineering
3.90
article

Shannon Entropy Analysis of a Nuclear Fuel Pin Under Deep Burnup

Jörg Ostrowski, Krzysztof W. Fornalski, Wojciech Kubiński
article en
3 citations

Abstract

This paper analyzes the behavior of the entropy of a nuclear fuel rod under deep burnup conditions, beyond standard operational ranges, reaching up to 60 years. The evolution of the neutron source distribution in a pressurized water reactor (PWR) fuel pin was analyzed using the Monte Carlo method and Shannon information entropy. To maintain proper statistics, a novel scaling method was developed, adjusting the neutron population based on the fission rate. By integrating reactor physics with information theory, this work aimed at the deeper understanding of nuclear fuel behavior under extreme burnup conditions. The results show a "U-shaped" entropy evolution: an initial decrease due to self-organization, followed by stabilization and eventual increase due to degradation. A minimum entropy state is reached after approximately 45 years of pin operation, showing a steady-state condition with no entropy change. This point may indicate a physical limit for fuel utilization. Beyond this point, entropy rises, reflecting system degradation and lower energy efficiency. The results show that entropy analysis can provide valuable insights into fuel behavior and operational limits. The proposed scaling method may also serve to control a Monte Carlo simulation, especially for the analysis of long-life reactors.

EntropyVol. 26(12)
Warsaw University of Technology (PL), National Centre for Nuclear Research (PL)
Affordable and clean energy
Openalex Percentile: Top 6%
Nuclear reactor physics and engineering
3.90
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Shannon Entropy Analysis of a Nuclear Fuel Pin Under Deep Burnup — Jörg Ostrowski, Krzysztof W. Fornalski, et al. · Entropy (2024) | TGRS Research Map | TGRS