Optimized design of uniform-field coils system with a large uniform region by particle swarm optimization algorithm

被引:3
|
作者
Ding, Zhongya [1 ]
Huang, Ziyuan [3 ,4 ]
Pang, Maotong [2 ,4 ]
Bai, Guiyu [3 ,4 ]
Wang, Qigong [3 ,4 ]
Han, Bangcheng [3 ,4 ]
机构
[1] Dalian Univ Technol, Sch Optoelect Engn & Instrumentat Sci, 2 Linggong Rd, Dalian 116024, Liaoning, Peoples R China
[2] Beihang Univ, Sch Instrumentat & Optoelect Engn, 37 Xueyuan Rd, Beijing 100191, Peoples R China
[3] Beihang Univ, Res Inst Frontier Sci, 37 Xueyuan Rd, Beijing 100191, Peoples R China
[4] Beihang Univ, Hangzhou Innovat Inst, 18 Chuanghui St, Hangzhou 100191, Zhejiang, Peoples R China
关键词
Cube coils system; Large uniform region; Weighted Tikhonov regularization method; Calibration of array OPMs; RESONANCE SHIM COILS;
D O I
10.1016/j.measurement.2024.114614
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, a novel electromagnetic coil design method is proposed, which has a large uniform region for calibrating array optically pumped magnetometers (OPMs). The weighted Tikhonov regularization method, whose weight matrix is optimized by particle swarm optimization, is to balance the field error distribution in the uniform region. The cube coils system with a 25 cm side length can produce uniform fields in a cube uniform region with a 15 cm side length. The simulation result shows that the maximum field error epsilon(max) of the cube coils system is 1% in the uniform region, which is greatly reduced compared with Ruben's coils system(4.8%) and bi-planar coils system (22.7%). Due to the optimized weight matrix, the errors of the coils are mainly distributed in the range of 0-0.5%. The testing results were consistent with simulation results. The result of calibration experiment proves the superiority of cube coil in this application.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Particle filter algorithm optimized by genetic algorithm combined with particle swarm optimization
    Yang, Jin
    Cui, Xuerong
    Li, Juan
    Li, Shibao
    Liu, Jianhang
    Chen, Haihua
    2020 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI2020), 2021, 187 : 206 - 211
  • [32] Design of high uniform magnetic field with four coils based on improved wolf pack algorithm
    Zhu, Xuehua
    Ye, Juntao
    Ren, Ziruo
    Liu, Xinyu
    ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2025, 61
  • [33] RAY TRACING OF CHARGED-PARTICLE TRAJECTORIES IN A PRISMATIC UNIFORM-FIELD ASTIGMATIC SPECTROMETER
    BHATTACHARYA, PK
    NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA B, 1972, B 11 (01): : 167 - +
  • [34] Neural networks based non-uniform scalar quantizer design with particle swarm optimization
    Zha, WW
    Venayagamoorthy, GK
    2005 IEEE SWARM INTELLIGENCE SYMPOSIUM, 2005, : 143 - 148
  • [35] Application of Uniform Design and Quantum-Behaved Particle Swarm Optimization in Solving the Sensitivity Problem a Railway Vehicle System
    Lee, Cheng-Kang
    Cheng, Yung-Chang
    37TH NATIONAL CONFERENCE ON THEORETICAL AND APPLIED MECHANICS (37TH NCTAM 2013) & THE 1ST INTERNATIONAL CONFERENCE ON MECHANICS (1ST ICM), 2014, 79 : 427 - 436
  • [36] Design of Cosine Modulated Non-uniform filter bank using Particle Swarm Optimization
    Kumar, Aman
    Sunkaria, Ramesh Kumar
    Sharma, Lakhan Dev
    2018 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2018, : 614 - 618
  • [37] Particle swarm optimization system algorithm
    Cai, Manjun
    Zhang, Xuejian
    Tian, Guangjun
    Liu, Jincun
    ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF CONTEMPORARY INTELLIGENT COMPUTING TECHNIQUES, 2007, 2 : 388 - +
  • [38] Multi-region uniform-field model of amorphous-silicon solar cells
    Pfleiderer, H
    Bullemer, B
    SOLAR ENERGY MATERIALS AND SOLAR CELLS, 1998, 53 (1-2) : 131 - 152
  • [39] THE QUASI-CLASSICAL PROPAGATOR OF A QUANTUM PARTICLE IN A UNIFORM-FIELD IN A HALF-SPACE
    AKHUNDOVA, EA
    DODONOV, VV
    MANKO, VI
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1985, 18 (03): : 467 - 477
  • [40] Optimization Of Coils In Wireless Telemetry Systems Using The Particle Swarm Optimization Algorithm
    Li, Xiyan
    Wang, Miaorong
    Wang, Guoxing
    2015 8TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI), 2015, : 412 - 417