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A New Approach to Spatio-Temporal Calculation of Nuclear Reactor Cores Using Neural Computing

机译:基于神经计算的核反应堆堆芯时空计算新方法

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In this paper, we describe an innovative method to model and solve spatio-temporal behavior of nuclear reactor cores via three-dimensional multilayer cellular neural networks. This method uses electrical elements and the existing duality between neutronic and thermal-hydraulic parameters of nuclear reactors. The relevant electrical circuit can be simulated by existing professional electrical circuit software. This research goes beyond our previous efforts to use a neural computing approach in the nuclear field. Modeling and solving simple nuclear reactor kinetic equations is now expanded to a complete dynamic calculation, integrating the core thermal-hydraulic models and the relevant feedback effects, in a heterogeneous reactor core.
机译:在本文中,我们描述了一种通过三维多层细胞神经网络建模和求解核反应堆堆芯时空行为的创新方法。这种方法使用了电子元件以及核反应堆中子和热工水力参数之间的现有对偶关系。相关电路可以通过现有的专业电路软件进行仿真。这项研究超出了我们先前在核领域中使用神经计算方法的努力。现在,将模型和简单核反应堆动力学方程的建模和求解扩展为完整的动态计算,并在非均质反应堆堆芯中整合了堆芯热工水力模型和相关的反馈效应。

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