CAD and constructive solid geometry modeling of the Molten Salt Reactor Experiment with OpenMC

IF 1.9
Seda Yilmaz, Paul K. Romano, Lorenzo Chierici, Erik B. Knudsen, P. Shriwise
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Abstract

In this study, we present a detailed comparison of two independently developed models of the Molten Salt Reactor Experiment (MSRE) for Monte Carlo particle transport simulations: the constructive solid geometry (CSG) model that was developed in support of the MSRE benchmark in the International Handbook of Evaluated Reactor Physics Benchmark Experiments, and a CAD model that was developed by Copenhagen Atomics. The original Serpent reference CSG model was first converted to OpenMC’s input format so that it could be systematically compared to the CAD model, which was already available as an OpenMC model, using the same Monte Carlo code. Results from simulations using the Serpent and OpenMC CSG models showed that keff agreed within 10 pcm while the flux distribution in space and energy generally agreed within 0.1%. Larger differences were observed between the OpenMC CAD and CSG models; notably, the keff computed for the CAD model was 1.00872, which is more than 1% lower than the value for the CSG model and much closer to experiment. Several areas of the reactor that were modeled differently in the CSG and CAD models were discussed and, in several cases, their impact on keff was quantified. Lastly, we compared the computational performance and memory usage between the CAD and CSG models. Simulation of the CSG model was found to be 1.4–2.3× faster than simulation of the CAD model based on the Embree ray tracer while using 4× less memory, highlighting the need for continued improvements in the CAD-based particle transport ecosystem. Finally, major performance degradation was observed for CAD-based simulations when using the MOAB ray tracer.
利用 OpenMC 对熔盐反应堆实验进行 CAD 和构造实体几何建模
在本研究中,我们详细比较了两个独立开发的用于蒙特卡罗粒子输运模拟的熔盐反应堆实验(MSRE)模型:一个是为支持《国际反应堆物理基准实验评估手册》中的 MSRE 基准而开发的构造实体几何(CSG)模型,另一个是哥本哈根原子公司开发的 CAD 模型。最初的 Serpent CSG 参考模型首先被转换成 OpenMC 的输入格式,这样就可以使用相同的蒙特卡罗代码与 CAD 模型进行系统比较。使用 Serpent 和 OpenMC CSG 模型进行模拟的结果表明,keff 的一致性在 10 pcm 以内,而空间和能量的通量分布的一致性一般在 0.1%以内。OpenMC CAD 模型和 CSG 模型之间的差异较大;值得注意的是,CAD 模型计算出的 keff 为 1.00872,比 CSG 模型的值低 1%以上,更接近实验结果。我们讨论了 CSG 模型和 CAD 模型中不同建模的反应器的几个区域,并量化了这些区域对 keff 的影响。最后,我们比较了 CAD 模型和 CSG 模型的计算性能和内存使用情况。结果发现,CSG 模型的仿真速度比基于 Embree 射线跟踪器的 CAD 模型快 1.4-2.3 倍,而内存使用量却少 4 倍,这突出表明需要继续改进基于 CAD 的粒子传输生态系统。最后,在使用 MOAB 射线跟踪器时,基于 CAD 的模拟性能严重下降。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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