Data · dataset · 2025
Sensitivity analysis of rod rearrangement in criticality safety for PWR fuel assemblies under transportation accidents
Listed in ScienceDB
This study conducted a sensitivity analysis of the criticality safety of Pressurized Water Reactor (PWR) fuel assemblies under transportation accidents using the Monte Carlo method, with a focus on the impact of non-uniform fuel rod arrangements on the neutron effective multiplication factor keff.
Description
The dataset generation process involved the following key steps: 1.Model Construction: A simplified Monte Carlo computational model was developed based on the actual parameters of the AFA3G fuel assembly (e.g., fuel rod diameter: 8.192 mm, active zone length: 3657.6 mm).
Conservative assumptions were adopted, such as setting the fuel enrichment to 5 wt% and assuming full submersion in water. To improve computational efficiency, the model omitted detailed structural features of the transport container, retaining only a single fuel assembly. 2.Data Generation Methods: Uniform and Non-Uniform Arrangement Simulations: Four methods were employed to generate fuel rod arrangement configurations: Uniform Arrangement by Blocks, Layer-by-Layer Determination, and Old/New Birdcage Deformation.
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Custom Python scripts were used to automatically generate input files for the calculations. Parameter Scanning: For the Uniform Arrangement by Blocks, the fuel rod pitch in the central region was adjusted. For the Layer-by-Layer Determination, the number of deformed layers and their spacing were varied. For the Old/New Birdcage Deformation, the curvature radius of the damaged nozzle deformation was adjusted to simulate non-uniform fuel rod arrangements. Statistical Settings: Each simulation generation included 10,000 initial neutrons, with a total of 1,000 generations run (800 of which were active).
A single calculation took approximately 40 minutes (using an Intel i7-13700KF CPU and NVIDIA RTX 3080 GPU). 3.Errors and Missing Data: Statistical Errors: Inherent fluctuations due to the Monte Carlo method caused variations in results. 4.Data Files and Tools: Input files were generated using Python scripts. The Monte Carlo calculation program was based on the ENDF/B-VI nuclear database.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00186.00840 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Energy · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Fluid mechanics and thermal engineering 72% · Simulation 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00186.00840 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4012 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:energy | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |