基于遗传算法的磁自抑制加热器的设计与优化
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1.北京信息科技大学;2.北京航天测控技术有限公司;3.合肥工业大学仪器科学与光电工程学院

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北京市教育委员会科学研究计划项目(KM202211232017, KM202211232001, KM202211232018);第八届青托工程项目 (2022QNRC001);国家自然科学基金青年基金项目(62105036, 62105038)


Optimal design of heater with magnetic field self-suppression based on genetic algorithm
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1.Beijing Information Science and Technology University;2.Beijing AEROSPACE MEASUREMENT &3.CONTROL Technology Co., Ltd;4.School of Instrument Science and Opto-electronics Engineering, Hefei University of Technology

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R&D Program of Beijing Municipal Education Commission (KM202211232017, KM202211232001, KM202211232018), Young Elite Scientists Sponsorship Program by CAST (2022QNRC001), National Natural Science Foundation of China (62105036, 62105038)

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    摘要:

    超低磁噪声(<10 nT)的碱金属加热技术是无自旋交换弛豫(SERF)原子磁力仪实现超高灵敏度的关键。本文提出了一种基于遗传算法的磁自抑制加热器多目标优化、设计方法,推导了基于毕奥-萨伐尔定律的目标函数新模型,优化目标包括加热丝的长度、宽度、厚度和电流方向4类(18个)参数,以获取加热器最佳磁自抑制性能。利用有限元分析方法,仿真分析了目标区域的磁场分布和温度分布,结果表明:加热器在目标区域的中心区域产生0.02nT/mA的平均磁场和180.34℃的平均温度。实验测试结果显示:目标区域的磁通密度取值在0.13nT/mA和0.14nT/mA范围内,表明加热器的磁场自抑制性能较好,本文有助于进一步提高原子磁力仪的性能。

    Abstract:

    The ultra-low magnetic noise (<10 nT) alkali metal heating technique is a critical component for achieving ultra-high sensitivity in spin-exchange relaxation-free (SERF) atomic magnetometers. In this study, a multi-objective optimization and design method of magnetic field self-suppression heater based on genetic algorithm is proposed. A novel objective function model based on Biot-Savart law is derived, and the optimization objectives include four types (a total of 18 parameters) of parameters, including the length, width, thickness and current direction of the heating wire, in order to obtain the best magnetic self-suppression performance of the heater. Using the finite element analysis method, the magnetic field distribution and temperature distribution in the target region were simulated and analyzed, and the results showed that the heater produced an average magnetic field of 0.02 nT/mA and an average temperature of 180.34°C in the center region of the target region. Experimental tests confirm that the magnetic flux density in the target region falls within the range of 0.13 nT/mA to 0.14 nT/mA, indicating that the heater has a better self-suppressing performance of the magnetic field. This work contributes to further enhancing the performance of atomic magnetometers.

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  • 收稿日期:2024-03-03
  • 最后修改日期:2024-03-03
  • 录用日期:2024-03-14
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