用杨氏双缝实验算法优化高均匀磁场复合线圈

IF 2.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Xuehua Zhu, Ziruo Ren, Juntao Ye, Xinyu Liu
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引用次数: 0

摘要

均匀磁场在量子精密测量和磁导航等领域起着至关重要的作用。亥姆霍兹线圈由于其有效的磁场特性而成为实验研究中的常用选择。然而,传统的线圈系统难以满足在各种应用场景下产生高度均匀磁场的需求。为了解决这一问题,本文提出了一种改进的亥姆霍兹线圈设计,采用一对辅助线圈来缓解常规系统边缘区域磁场强度的快速下降,从而扩大均匀磁场的有效区域。建立了复合线圈系统的数学模型,并采用基于杨氏双缝实验(YDSE)的智能优化算法对复合线圈的关键结构参数进行了优化。该算法具有良好的收敛速度和较强的逃避局部最优的能力,特别适用于多参数非线性磁场优化问题。在优化后的四圈系统中,均匀磁场的有效覆盖面积达到66.4259%,比麦克劳林展开法提高了约24%,比传统的亥姆霍兹线圈结构提高了6倍以上。随后,通过有限元仿真对结果进行了验证。研究结果表明,与传统方法相比,改进的四线圈结构显著提高了均匀磁场的有效覆盖范围,为量子传感器设计和地磁导航等低场磁测量应用提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Optimization of high uniform magnetic field composite coils with Young’s double-slit experiment algorithm

Optimization of high uniform magnetic field composite coils with Young’s double-slit experiment algorithm

Uniform magnetic fields play a crucial role in fields such as quantum precision measurement and magnetic navigation. The Helmholtz coil has emerged as a common choice in experimental research due to its effective magnetic field characteristics. However, conventional coil systems struggle to meet the demands of generating highly uniform magnetic fields under various application scenarios. To address this issue, this paper proposes an improved Helmholtz coil design that employs a pair of auxiliary coils to mitigate the rapid decrease in magnetic field strength at the edge regions in conventional systems, thereby expanding the effective region of uniform magnetic field. Furthermore, a mathematical model of the proposed composite coil system is established, and a novel intelligent optimization algorithm—based on the Young’s double-slit experiment (YDSE)—is employed to optimize key structural parameters of the coils. This algorithm exhibits a favorable convergence rate and a strong ability to escape local optima, making it particularly suitable for multi-parameter, nonlinear magnetic field optimization problems. In the optimized four-coil system, the effective coverage area of the uniform magnetic field reached 66.4259%, representing an approximate 24% improvement over the Maclaurin expansion method and exceeding the traditional Helmholtz coil configuration by more than sixfold. Subsequently, the results are validated through finite element simulations. The findings suggest that the improved four-coil structure markedly enhances the effective coverage of a uniform magnetic field compared to traditional methods, offering valuable insights for applications in low-field magnetic measurements such as quantum sensor design and geomagnetic navigation.

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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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