周文必, 胡子帆, 潘建雄, 姜东君. 多组分同位素分离级联的数值优化方法研究[J]. 同位素, 2024, 37(3): 211-217. DOI: 10.7538/tws.2024.37.03.0211
引用本文: 周文必, 胡子帆, 潘建雄, 姜东君. 多组分同位素分离级联的数值优化方法研究[J]. 同位素, 2024, 37(3): 211-217. DOI: 10.7538/tws.2024.37.03.0211
ZHOU Wenbi, HU Zifan, PAN Jianxiong, JIANG Dongjun. Research on Numerical Optimization Method of Multi-Component Isotope Separation Cascade[J]. Journal of Isotopes, 2024, 37(3): 211-217. DOI: 10.7538/tws.2024.37.03.0211
Citation: ZHOU Wenbi, HU Zifan, PAN Jianxiong, JIANG Dongjun. Research on Numerical Optimization Method of Multi-Component Isotope Separation Cascade[J]. Journal of Isotopes, 2024, 37(3): 211-217. DOI: 10.7538/tws.2024.37.03.0211

多组分同位素分离级联的数值优化方法研究

Research on Numerical Optimization Method of Multi-Component Isotope Separation Cascade

  • 摘要: 针对多组分同位素分离级联进行数值优化过程中,存在整型变量与实型变量混合、局部最优解等问题,导致级联的优化难度加大。以连续级联Q级联为参考级联,提出一种改进后的级联数值优化方法,同时对优化变量中的整型与实型进行优化,并引入级联流量自动调整策略,以及含约束条件的单目标罚函数,可以有效避免级联数值优化过程中局部最优解的问题。结果表明,该方法能够有效地进行级联优化,得到接近Q级联的离散级联优化结果,优化后的离散级联总流量接近Q级联总流量,流量分布接近Q级联流量分布。针对同位素级联生产建设实际情况,基于优化后的Q级联构造不同形状的阶梯级联并对其进行优化,使之接近Q级联,可有效实现阶梯级联的优化,降低级联建设成本。

     

    Abstract: During the numerical optimization process of cascades for multi-component isotopes separation, there are problems such as integer-real optimization and local optimal solution, which makes the optimization of cascades more difficult. Taking the Q cascade as a model, a numerical optimization method of mixing integer-real optimization is proposed, which can optimize the integer type and the real type at the same time. By introducing cascade flow distribution constraints and a single-objective penalty function containing constraints, the method can effectively avoid the problem of local optimal solutions in the cascade numerical optimization process. The results show that the method can effectively optimize cascades and obtain discrete cascade optimization results close to Q cascade. The optimized discrete cascade total flow and the flow distribution is close to the Q cascade. According to the production and construction of separation cascades, based on the optimized Q cascade, square-off cascades of different shapes are constructed and optimized to approximate Q cascade, which can effectively realize the optimization of the square-off cascade, and reduce cascade construction costs.

     

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