Xiaoxu Geng , Yun Hu , Jiayi Yu , Chong Wang , Haodong Shan , Zhaoshun Wang
{"title":"六方快堆模拟中三维特性的广义粗网格有限差分加速方法","authors":"Xiaoxu Geng , Yun Hu , Jiayi Yu , Chong Wang , Haodong Shan , Zhaoshun Wang","doi":"10.1016/j.nucengdes.2025.114429","DOIUrl":null,"url":null,"abstract":"<div><div>Numerical simulation has become essential in nuclear reactor design and safety verification due to the high cost and complexity of physical experiments. The Method of Characteristics (MOC) provides high-fidelity neutron transport solutions with inherent parallelism and geometric flexibility. However, conventional MOC implementations face challenges in memory usage, computational efficiency, and convergence speed, particularly for full-core simulations of fast reactors with complex hexagonal assemblies. To address these challenges, this work extends the self-developed 3D neutron transport solver ANT-MOC by implementing a hexagonally track generation module that reduces track counts and memory demands while improving accuracy. The developed generalized coarse mesh finite difference (GCMFD) method, compared with CMFD, naturally supports unstructured hexagonal/pentagonal meshes and enables efficient mesh indexing, adjacency management, and equivalent width calculations in such geometries. In addition, an energy group coarsening acceleration framework is introduced to alleviate the computational burden caused by the fine energy discretization typical of fast reactors. These features make the method particularly suitable for fast reactor simulations with complex geometries and wide energy spectra. Validation on the China Experimental Fast Reactor (CEFR) full-core benchmark shows the framework achieves an <span><math><msub><mrow><mi>k</mi></mrow><mrow><mi>e</mi><mi>f</mi><mi>f</mi></mrow></msub></math></span> error of 18.4<!--> <!-->pcm and fission rate and scalar flux errors below 0.3%. The iteration count decreases from 411 to 144, significantly enhancing convergence efficiency. These results demonstrate a high-precision and efficient neutron transport simulation capability for fast reactor cores, with strong potential for engineering applications.</div></div>","PeriodicalId":19170,"journal":{"name":"Nuclear Engineering and Design","volume":"445 ","pages":"Article 114429"},"PeriodicalIF":2.1000,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A generalized coarse mesh finite difference acceleration for 3D method of characteristics in hexagonal fast reactor simulations\",\"authors\":\"Xiaoxu Geng , Yun Hu , Jiayi Yu , Chong Wang , Haodong Shan , Zhaoshun Wang\",\"doi\":\"10.1016/j.nucengdes.2025.114429\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Numerical simulation has become essential in nuclear reactor design and safety verification due to the high cost and complexity of physical experiments. The Method of Characteristics (MOC) provides high-fidelity neutron transport solutions with inherent parallelism and geometric flexibility. However, conventional MOC implementations face challenges in memory usage, computational efficiency, and convergence speed, particularly for full-core simulations of fast reactors with complex hexagonal assemblies. To address these challenges, this work extends the self-developed 3D neutron transport solver ANT-MOC by implementing a hexagonally track generation module that reduces track counts and memory demands while improving accuracy. The developed generalized coarse mesh finite difference (GCMFD) method, compared with CMFD, naturally supports unstructured hexagonal/pentagonal meshes and enables efficient mesh indexing, adjacency management, and equivalent width calculations in such geometries. In addition, an energy group coarsening acceleration framework is introduced to alleviate the computational burden caused by the fine energy discretization typical of fast reactors. These features make the method particularly suitable for fast reactor simulations with complex geometries and wide energy spectra. Validation on the China Experimental Fast Reactor (CEFR) full-core benchmark shows the framework achieves an <span><math><msub><mrow><mi>k</mi></mrow><mrow><mi>e</mi><mi>f</mi><mi>f</mi></mrow></msub></math></span> error of 18.4<!--> <!-->pcm and fission rate and scalar flux errors below 0.3%. The iteration count decreases from 411 to 144, significantly enhancing convergence efficiency. These results demonstrate a high-precision and efficient neutron transport simulation capability for fast reactor cores, with strong potential for engineering applications.</div></div>\",\"PeriodicalId\":19170,\"journal\":{\"name\":\"Nuclear Engineering and Design\",\"volume\":\"445 \",\"pages\":\"Article 114429\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-09-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nuclear Engineering and Design\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0029549325006065\",\"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}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nuclear Engineering and Design","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0029549325006065","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}
A generalized coarse mesh finite difference acceleration for 3D method of characteristics in hexagonal fast reactor simulations
Numerical simulation has become essential in nuclear reactor design and safety verification due to the high cost and complexity of physical experiments. The Method of Characteristics (MOC) provides high-fidelity neutron transport solutions with inherent parallelism and geometric flexibility. However, conventional MOC implementations face challenges in memory usage, computational efficiency, and convergence speed, particularly for full-core simulations of fast reactors with complex hexagonal assemblies. To address these challenges, this work extends the self-developed 3D neutron transport solver ANT-MOC by implementing a hexagonally track generation module that reduces track counts and memory demands while improving accuracy. The developed generalized coarse mesh finite difference (GCMFD) method, compared with CMFD, naturally supports unstructured hexagonal/pentagonal meshes and enables efficient mesh indexing, adjacency management, and equivalent width calculations in such geometries. In addition, an energy group coarsening acceleration framework is introduced to alleviate the computational burden caused by the fine energy discretization typical of fast reactors. These features make the method particularly suitable for fast reactor simulations with complex geometries and wide energy spectra. Validation on the China Experimental Fast Reactor (CEFR) full-core benchmark shows the framework achieves an error of 18.4 pcm and fission rate and scalar flux errors below 0.3%. The iteration count decreases from 411 to 144, significantly enhancing convergence efficiency. These results demonstrate a high-precision and efficient neutron transport simulation capability for fast reactor cores, with strong potential for engineering applications.
期刊介绍:
Nuclear Engineering and Design covers the wide range of disciplines involved in the engineering, design, safety and construction of nuclear fission reactors. The Editors welcome papers both on applied and innovative aspects and developments in nuclear science and technology.
Fundamentals of Reactor Design include:
• Thermal-Hydraulics and Core Physics
• Safety Analysis, Risk Assessment (PSA)
• Structural and Mechanical Engineering
• Materials Science
• Fuel Behavior and Design
• Structural Plant Design
• Engineering of Reactor Components
• Experiments
Aspects beyond fundamentals of Reactor Design covered:
• Accident Mitigation Measures
• Reactor Control Systems
• Licensing Issues
• Safeguard Engineering
• Economy of Plants
• Reprocessing / Waste Disposal
• Applications of Nuclear Energy
• Maintenance
• Decommissioning
Papers on new reactor ideas and developments (Generation IV reactors) such as inherently safe modular HTRs, High Performance LWRs/HWRs and LMFBs/GFR will be considered; Actinide Burners, Accelerator Driven Systems, Energy Amplifiers and other special designs of power and research reactors and their applications are also encouraged.