Instantaneous control strategies for magnetically confined fusion plasma

IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Journal of Computational Physics Pub Date : 2025-04-15 Epub Date: 2025-02-03 DOI:10.1016/j.jcp.2025.113804
Giacomo Albi , Giacomo Dimarco , Federica Ferrarese , Lorenzo Pareschi
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Abstract

The principle behind magnetic fusion is to confine high temperature plasma inside a device in such a way that the nuclei of deuterium and tritium joining together can release energy. The high temperatures generated needs the plasma to be isolated from the wall of the device to avoid damages and the scope of external magnetic fields is to achieve this goal. In this paper, to face this challenge from a numerical perspective, we propose an instantaneous control mathematical approach to steer a plasma into a given spatial region. From the modeling point of view, we focus on the Vlasov equation in a bounded domain with self induced electric field and an external strong magnetic field. The main feature of the control strategy employed is that it provides a feedback on the equation of motion based on an instantaneous prediction of the discretized system. This permits to directly embed the minimization of a given cost functional into the particle interactions of the corresponding Vlasov model. The numerical results demonstrate the validity of our control approach and the capability of an external magnetic field, even if in a simplified setting, to lead the plasma far from the boundaries.
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磁约束聚变等离子体的瞬时控制策略
磁聚变背后的原理是将高温等离子体限制在一个装置内,这样氘和氚的原子核结合在一起就能释放能量。产生的高温需要等离子体与器件壁隔离以避免损坏,外部磁场的范围就是为了实现这一目标。在本文中,为了从数值角度面对这一挑战,我们提出了一种瞬时控制数学方法来引导等离子体进入给定的空间区域。从建模的角度出发,我们重点研究了具有自感电场和外加强磁场的有界区域中的Vlasov方程。所采用的控制策略的主要特点是它基于离散系统的瞬时预测提供对运动方程的反馈。这允许将给定代价函数的最小化直接嵌入到相应Vlasov模型的粒子相互作用中。数值结果证明了我们的控制方法的有效性,以及即使在简化的情况下,外磁场也能使等离子体远离边界。
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来源期刊
Journal of Computational Physics
Journal of Computational Physics 物理-计算机:跨学科应用
CiteScore
7.60
自引率
14.60%
发文量
763
审稿时长
5.8 months
期刊介绍: Journal of Computational Physics thoroughly treats the computational aspects of physical problems, presenting techniques for the numerical solution of mathematical equations arising in all areas of physics. The journal seeks to emphasize methods that cross disciplinary boundaries. The Journal of Computational Physics also publishes short notes of 4 pages or less (including figures, tables, and references but excluding title pages). Letters to the Editor commenting on articles already published in this Journal will also be considered. Neither notes nor letters should have an abstract.
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