A comparative study of high and low order neutronics calculation models in microreactors

IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Annals of Nuclear Energy Pub Date : 2025-02-07 DOI:10.1016/j.anucene.2025.111205
Xiangyue Li, Qizheng Sun, Xiaojing Liu, Xiang Chai, Hui He, Tengfei Zhang
{"title":"A comparative study of high and low order neutronics calculation models in microreactors","authors":"Xiangyue Li,&nbsp;Qizheng Sun,&nbsp;Xiaojing Liu,&nbsp;Xiang Chai,&nbsp;Hui He,&nbsp;Tengfei Zhang","doi":"10.1016/j.anucene.2025.111205","DOIUrl":null,"url":null,"abstract":"<div><div>Microreactors, characterized by their complex geometries, distinctive neutron spectrum and spatial distributions, pose significant challenges for deterministic nuclear reactor core calculations. Conventional simulation methods, such as assembly homogenization techniques, are commonly employed in microreactor simulations but often fail to fully capture their complexities. To obtain high-resolution simulation, this paper explores two different types of neutronics calculation models based on an explicit description of the reactor core geometry: a high-order model that incorporates multi-group cross-sections and neutron transport calculations, and a low-order model that utilizes few-group cross-sections with the Super-homogenization (SPH) correction and neutron diffusion calculations. Initially, an extensive error analysis is conducted on the low-order model by varying the energy group structure and spatial region division. Subsequently, the high-order and low-order models are compared. The findings indicate that the high-order model achieves superior computational accuracy, with a <span><math><msub><mrow><mi>k</mi></mrow><mrow><mi>eff</mi></mrow></msub></math></span> error of −75 pcm, and maximum relative errors and root mean square relative errors (RRMSE) of power at 3.8% and 1.1%, respectively. In contrast, the initial maximum relative power error and RRMSE using the uncorrected low-order model are 10.1% and 2.7%, respectively. After implementing the SPH method, the low-order model reduces these errors to 7.1% and 1.8%, respectively. Moreover, the low-order model demonstrates substantial improvements in memory usage and computational speed, with enhancements of 385-time and 247-time, respectively. Thus, the low-order model offers a balanced approach by enhancing accuracy compared to conventional diffusion calculation model while maintaining efficient resource usage, achieving higher accuracy in power distribution results at a lower computational cost.</div><div>Conventional simulation methods, such as assembly homogenization techniques, are commonly employed in microreactor simulations but often fail to fully capture their complexities. To obtain high-resolution simulation, this paper explores two neutronics calculation models: a high-order model that incorporates multi-group cross-sections and neutron transport calculations, and a low-order model that utilizes few-group cross-sections with the Super-homogenization (SPH) correction and neutron diffusion calculations. The findings indicate that the high-order model achieves superior computational accuracy, with a <span><math><msub><mrow><mi>k</mi></mrow><mrow><mi>eff</mi></mrow></msub></math></span> error of −75 pcm, and root mean square relative errors of power at 1.1%. After implementing the SPH method, the low-order model reduces the diffusion errors to 102 pcm and 1.8%, respectively. Moreover, the low-order model improves 385-time memory usage and 247-time computational speed. Thus, the low-order model offers a balanced approach by enhancing accuracy compared to conventional diffusion calculation model while maintaining efficient resource usage.</div></div>","PeriodicalId":8006,"journal":{"name":"Annals of Nuclear Energy","volume":"215 ","pages":"Article 111205"},"PeriodicalIF":1.9000,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of Nuclear Energy","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0306454925000222","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NUCLEAR SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Microreactors, characterized by their complex geometries, distinctive neutron spectrum and spatial distributions, pose significant challenges for deterministic nuclear reactor core calculations. Conventional simulation methods, such as assembly homogenization techniques, are commonly employed in microreactor simulations but often fail to fully capture their complexities. To obtain high-resolution simulation, this paper explores two different types of neutronics calculation models based on an explicit description of the reactor core geometry: a high-order model that incorporates multi-group cross-sections and neutron transport calculations, and a low-order model that utilizes few-group cross-sections with the Super-homogenization (SPH) correction and neutron diffusion calculations. Initially, an extensive error analysis is conducted on the low-order model by varying the energy group structure and spatial region division. Subsequently, the high-order and low-order models are compared. The findings indicate that the high-order model achieves superior computational accuracy, with a keff error of −75 pcm, and maximum relative errors and root mean square relative errors (RRMSE) of power at 3.8% and 1.1%, respectively. In contrast, the initial maximum relative power error and RRMSE using the uncorrected low-order model are 10.1% and 2.7%, respectively. After implementing the SPH method, the low-order model reduces these errors to 7.1% and 1.8%, respectively. Moreover, the low-order model demonstrates substantial improvements in memory usage and computational speed, with enhancements of 385-time and 247-time, respectively. Thus, the low-order model offers a balanced approach by enhancing accuracy compared to conventional diffusion calculation model while maintaining efficient resource usage, achieving higher accuracy in power distribution results at a lower computational cost.
Conventional simulation methods, such as assembly homogenization techniques, are commonly employed in microreactor simulations but often fail to fully capture their complexities. To obtain high-resolution simulation, this paper explores two neutronics calculation models: a high-order model that incorporates multi-group cross-sections and neutron transport calculations, and a low-order model that utilizes few-group cross-sections with the Super-homogenization (SPH) correction and neutron diffusion calculations. The findings indicate that the high-order model achieves superior computational accuracy, with a keff error of −75 pcm, and root mean square relative errors of power at 1.1%. After implementing the SPH method, the low-order model reduces the diffusion errors to 102 pcm and 1.8%, respectively. Moreover, the low-order model improves 385-time memory usage and 247-time computational speed. Thus, the low-order model offers a balanced approach by enhancing accuracy compared to conventional diffusion calculation model while maintaining efficient resource usage.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
求助全文
约1分钟内获得全文 去求助
来源期刊
Annals of Nuclear Energy
Annals of Nuclear Energy 工程技术-核科学技术
CiteScore
4.30
自引率
21.10%
发文量
632
审稿时长
7.3 months
期刊介绍: Annals of Nuclear Energy provides an international medium for the communication of original research, ideas and developments in all areas of the field of nuclear energy science and technology. Its scope embraces nuclear fuel reserves, fuel cycles and cost, materials, processing, system and component technology (fission only), design and optimization, direct conversion of nuclear energy sources, environmental control, reactor physics, heat transfer and fluid dynamics, structural analysis, fuel management, future developments, nuclear fuel and safety, nuclear aerosol, neutron physics, computer technology (both software and hardware), risk assessment, radioactive waste disposal and reactor thermal hydraulics. Papers submitted to Annals need to demonstrate a clear link to nuclear power generation/nuclear engineering. Papers which deal with pure nuclear physics, pure health physics, imaging, or attenuation and shielding properties of concretes and various geological materials are not within the scope of the journal. Also, papers that deal with policy or economics are not within the scope of the journal.
期刊最新文献
Investigation on the packing and hydration homogeneity of bentonite pellet mixtures Artificial intelligence methods application for reactor dynamics predicting in the tasks of maneuverable modes safety assessment Adjusting JEFF-3.3 actinide data using a new, dedicated methodology for selecting suited assimilation database parameters A comparative study of high and low order neutronics calculation models in microreactors A modified A* algorithm for path planning in the radioactive environment of nuclear facilities
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1