|
|
|
Structural optimization of magnetic flux concentrator based on particle swarm optimization algorithm |
| Yu-Xiao Wang(王雨潇)1,2, Shi-Yu Guan(管世钰)1,2, Yi Zhang(张燚)1,2, Qi-Yuan Jiang(江奇渊)1,2, Bing-Feng Sun(孙兵锋)1,2, and Zhong-Qi Tan(谭中奇)1,2,† |
1 College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China; 2 Nanhu Laser Laboratory, National University of Defense Technology, Changsha 410073, China |
|
|
|
|
Abstract This study introduces a structural optimization method for magnetic flux concentrators (MFCs) utilizing the particle swarm optimization (PSO) algorithm, addressing inefficiencies and challenges in achieving optimal structures with traditional methods. By integrating the PSO algorithm with COMSOL Multiphysics simulation software, a co-simulation framework is developed to optimize the parameters of a conical MFC. Compared with traditional methods, this approach enhances optimization results by twofold, achieving a magnetic field amplification factor of up to 200 within the defined parameter range. Additionally, an evaluation criterion for concentrator optimization is proposed, offering novel insights for designing concentrators across various scenarios.
|
Received: 04 July 2025
Revised: 05 September 2025
Accepted manuscript online: 25 September 2025
|
|
PACS:
|
07.55.Ge
|
(Magnetometers for magnetic field measurements)
|
| |
02.60.Pn
|
(Numerical optimization)
|
| |
75.50.-y
|
(Studies of specific magnetic materials)
|
| |
87.55.de
|
(Optimization)
|
|
| Fund: This work was supported by the Natural Science Foundation of China (Grant No. 62375285) and the Research Project of the National University of Defense Technology (Grant No. 24-ZZCX-XXXX-01-04). |
Corresponding Authors:
Zhong-Qi Tan
E-mail: zhqitan@sina.com
|
Cite this article:
Yu-Xiao Wang(王雨潇), Shi-Yu Guan(管世钰), Yi Zhang(张燚), Qi-Yuan Jiang(江奇渊), Bing-Feng Sun(孙兵锋), and Zhong-Qi Tan(谭中奇) Structural optimization of magnetic flux concentrator based on particle swarm optimization algorithm 2026 Chin. Phys. B 35 040701
|
[1] Schmidt A B, Chekmenev E Y, Maissin H, Groß P R, Petersen S, Nagel L, Schilling F, Schwartz I, Reinheckel T, Hövener J and Knecht S 2024 Anal. Sens. 4 1 [2] Li Y, Cheng H, Alhalili Z, Xu G and Gao G 2021 J. Chin. Chem. Soc. 68 216 [3] Zhen Y Z, Yong B L, Liang C, Qiang Z and Yue S 2024 Minerals 14 837 [4] Mendes B D L, Kontny A, Dudzisz K and Wilke F D H 2024 Meteorit. Planet. Sci. 59 1577 [5] Hao Y P, Wen F F, Feng L, Li H D, Si X L, Jing W and Wei Q 2022 IEEE Trans. Instrum. Meas. 71 0000101 [6] Han Y, Benjamin M and Ferruccio R 2023 Opt. Express 31 27287 [7] Claire A M, Bryan A M, Stephan K, Kenichi O, David D A and Ania C B J 2016 Nano Lett. 16 2450 [8] Song L Y, Ming Y T, Tian Q Y, Xu L, Xian B W and Jin Z 2020 Nano- Micro Lett. 12 181 [9] Lettens J, Avramenko M, Vandevenne I, Chu A, Hengel P, Kern M, Anders J, Moens P, Goovaerts E and Cambré S 2024 J. Magn. Reson. 137 1 [10] Niu L Y, Ren X H, Wang H L, Zhao X Y and You Z 2023 Electron. Des. Eng. 31 99 [11] Liu Y, Kang A G, Li L H and Wu X 2019 Safety in Coal Mines 50 122 [12] Srivatsa C, Chris M, April O, Emma H, Andrew I, Ian C, Scott D and Kai-Mei C F 2020 Phys. Rev. Mater. 4 023402 [13] Gkika V, Kim Y, Matlashov A, Shin Y C, Semertzidis Y, Cantor R, Lohmeyer C, Aggarwal N and Geraci A 2024 J. Low Temp. Phys. 216 386 [14] Yang S R, Wang Q W, Fu J Q and Kong J 2024 Quantum Opt. 30 46 [15] Pan M C, Hu J F, Tian W G, Chen D X and Zhao J Q 2012 Sensors Actuators A 179 92 [16] Almeida J M and Freitas P P 2009 J. Appl. Phys. 105 07E722 [17] Wu D J, Li Z H, Tang J and Liu J 2023 Micronanoelectron. Technol. 60 259 [18] Guo J M, Zhang Z H, Zhang T Y, Zhao X Y, Li C L, Yin L, Song F, Tao L Q, Yan J F, Liang L, Mi W and Han L 2024 IEEE Sens. J. 24 19901 [19] Leroy P, Coillot C, Roux A F and Chanteur G M 2006 IEEE Sens. J. 6 707 [20] Zhang X M, Bi Y, Chen G B, Liu J, Li J, Feng K Q, Lv C and Wang W J 2018 AIP Adv. 8 125222 [21] Rafi A M, Nogina D, Penzar D, et al. 2025 Nat. Biotechnol. 43 1373 [22] Oussous S A, Lail D M, Bouayadi R E and Amine A 2025 IEEE Access 13 64810 [23] Padmavathi B, Dhivya S, Kavitha D, Banu A K and Karthikeyan S M 2024 Int. J. Veh. Struct. Sys. 16 45 [24] Zhou Y X, Nie S H, Sun P F, Su L J and Gao Y 2024 Micro Nanostructures 195 207985 [25] Xue Z, Sun CW, ZhengWH, Lv J C and Liu X G 2025 Bioinformatics 41 btae730 [26] Ye Q L,WangWL andWang Z 2024 J. Zhejiang University (Eng. Sci.) 58 1107 [27] Ding L and Chong J F 2023 J. Anyang Normal University 2 9 [28] Hwang S and Smith R 2012 Korean J. Chem. Eng. 29 25 [29] Netrapalli P 2019 J. Indian Inst. Sci. 99 201 [30] Zhu G L J, Li Y D and Zou C F 1996 J. Magnetic Materials and Devices 2 50 [31] Ji Z Y, Ma Y, Wang Q and Dong C 2022 J. Mat. Eng. 50 69 [32] Shu B 2024 New Technology & New Process 443 107 [33] Leroy P, Coillot C, Roux A and Chanteur G 2009 tm-Tech. Mess. 73 339 [34] Xie Y J 2020 Magnetometry Based on the Ensemble Nitrogen-vacancy Centers in Diamond (Ph.D. Dissertation) (Hefei: University of Science and Technology of China) (in Chinese) [35] Aharoni A 1998 J. Appl. Phys. 83 3432 [36] Li Z H, Wang T Y, Guo Q, Guo H, Wen H F, Tang J and Liu J 2021 Acta Phys. Sin. 70 147601 (in Chinese) [37] Wang P F, Yuan Z H, Huang P, Rong X, Wang M Q, Xu X K, Duan C K, Ju C Y, Shi F Z and Du J F 2015 Nat. Commun. 6 6631 [38] Taylor J M, Cappellaro P, Childress L, Jiang L, Budker D, Hemmer P R, Yacoby A, Walsworth R and Lukin M D 2008 Condens. Matter 5 810 |
| No Suggested Reading articles found! |
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
Altmetric
|
|
blogs
Facebook pages
Wikipedia page
Google+ users
|
Online attention
Altmetric calculates a score based on the online attention an article receives. Each coloured thread in the circle represents a different type of online attention. The number in the centre is the Altmetric score. Social media and mainstream news media are the main sources that calculate the score. Reference managers such as Mendeley are also tracked but do not contribute to the score. Older articles often score higher because they have had more time to get noticed. To account for this, Altmetric has included the context data for other articles of a similar age.
View more on Altmetrics
|
|
|