电磁线圈
Tikhonov正则化
粒子群优化
磁场
边界元法
灵敏度(控制系统)
磁强计
罗戈夫斯基线圈
物理
声学
控制理论(社会学)
有限元法
数学分析
计算机科学
算法
数学
电子工程
反问题
工程类
电气工程
人工智能
控制(管理)
量子力学
热力学
作者
Bangcheng Han,Weiyong Zhou,Xueping Xu,Jinji Sun,Fengwen Zhao,Qian Jiang,Jiansheng Qin
标识
DOI:10.1109/tim.2023.3311064
摘要
With the deepening research in atomic sensors, the extremely weak magnetic detection has shown great advantages in the biomedical field. To achieve high detection sensitivity, the uniform field coil is used in the magnetic detection system to maintain the uniform and stable working environment for the atomic sensors. This paper presents a design method of asymmetric cylindrical uniform field coil based on the boundary element method (BEM) and optimized by the particle swarm optimization algorithm (PSO). BEM could find optimal coil paths on arbitrary geometries, which is fit for the asymmetric configuration in an optically pumped magnetometer based magnetocardiogram (OPM-MCG) device. However, BEM used in the coil design would cause an ill-posed mathematical problem. A Tikhonov regularization combined with penalty function approach is proposed to solve the ill-posed problem and smooth the coil winding patterns, and the correction weights are optimized by PSO within constraints. The calculation results show that the absolute maximum relative error in the target region is optimized to 0.0124% by the proposed method comparing with target field method (TFM) coil (0.023%). Meanwhile, it illustrates that the high uniformity region is enlarged through the utilization of asymmetric structure. In addition, through experiments, the test performance of the designed coil is verified to be consistent with the theory. As the proposed method contributes a high performance uniform field coil on arbitrary structure, it has important significance in extremely weak magnetic field measuring devices such as magnetocardiogram and magnetoencephalogram.
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