TY - JOUR
T1 - A study of IECC design and low frequency magnetic field noise suppression in sMSC by random Kaczmarz algorithm
AU - Liu, Yi
AU - Xu, Xueping
AU - Han, Chunbo
N1 - Publisher Copyright:
© 2026 IOP Publishing Ltd. All rights, including for text and data mining, AI training, and similar technologies, are reserved.
PY - 2026/2/6
Y1 - 2026/2/6
N2 - To address the degradation of magnetic field (MF) uniformity caused by the coupling between active compensation coils and the ferromagnetic boundaries of spindle-shaped magnetic shielding cylinder (sMSC), this study proposes an internal and external compact coil (IECC) design and optimization method. The IECC integrates coils placed near the inner and outer surfaces of the sMSC to improve space utilization. The method transforms the complex sMSC cross-section into a rectangular MSC cross-section by conformal mapping. The active-passive coupling model of the IECC and the sMSC shield is then established using the Green’s function method. To overcome overfitting issues in conventional target field methods, the random Kaczmarz (RK) algorithm is introduced for optimization, reducing the required target field points while establishing a large homogeneous region. Simulation results demonstrate the superiority of the RK-optimized IECC: within a target region (Rt = 0.5 Ro), the maximum MF deviation f1 and the average MF deviation f2 are 4.24% and 0.97%, representing reductions of 47.52% and 63.26% compared to Tikhonov regularization. Experimental validation confirms significant low-frequency MF noise suppression (50.42%–97.99% amplitude reduction within 50 Hz), notably reducing 0.01 Hz noise from 1439.911 pT/Hz1/2–46.507
AB - To address the degradation of magnetic field (MF) uniformity caused by the coupling between active compensation coils and the ferromagnetic boundaries of spindle-shaped magnetic shielding cylinder (sMSC), this study proposes an internal and external compact coil (IECC) design and optimization method. The IECC integrates coils placed near the inner and outer surfaces of the sMSC to improve space utilization. The method transforms the complex sMSC cross-section into a rectangular MSC cross-section by conformal mapping. The active-passive coupling model of the IECC and the sMSC shield is then established using the Green’s function method. To overcome overfitting issues in conventional target field methods, the random Kaczmarz (RK) algorithm is introduced for optimization, reducing the required target field points while establishing a large homogeneous region. Simulation results demonstrate the superiority of the RK-optimized IECC: within a target region (Rt = 0.5 Ro), the maximum MF deviation f1 and the average MF deviation f2 are 4.24% and 0.97%, representing reductions of 47.52% and 63.26% compared to Tikhonov regularization. Experimental validation confirms significant low-frequency MF noise suppression (50.42%–97.99% amplitude reduction within 50 Hz), notably reducing 0.01 Hz noise from 1439.911 pT/Hz1/2–46.507
KW - internal and external compact coils (IECC)
KW - magnetic field (MF)
KW - random Kaczmarz algorithm
KW - spindle-shaped magnetic shielding cylinder (sMSC)
UR - https://www.scopus.com/pages/publications/105033680698
U2 - 10.1088/1361-6463/ae39e8
DO - 10.1088/1361-6463/ae39e8
M3 - 文章
AN - SCOPUS:105033680698
SN - 0022-3727
VL - 59
JO - Journal of Physics D: Applied Physics
JF - Journal of Physics D: Applied Physics
IS - 5
M1 - 055001
ER -