{"title":"Optimization of high uniform magnetic field composite coils with Young’s double-slit experiment algorithm","authors":"Xuehua Zhu, Ziruo Ren, Juntao Ye, Xinyu Liu","doi":"10.1140/epjp/s13360-025-06871-3","DOIUrl":null,"url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":792,"journal":{"name":"The European Physical Journal Plus","volume":"140 9","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The European Physical Journal Plus","FirstCategoryId":"4","ListUrlMain":"https://link.springer.com/article/10.1140/epjp/s13360-025-06871-3","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHYSICS, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
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.
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.