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首页> 外文期刊>IEEE Transactions on Applied Superconductivity >Development of an HTS Magnet for Ultra-Compact MRI System: Optimization Using Genetic Algorithm (GA) Method
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Development of an HTS Magnet for Ultra-Compact MRI System: Optimization Using Genetic Algorithm (GA) Method

机译:用于超紧凑型MRI系统的HTS磁铁的开发:使用遗传算法优化(GA)方法

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摘要

This paper presents the design of an HTS magnet for an ultra compact MRI system, potentially for the rapid and early diagnosis of brain trauma. Early diagnosis and therapy stratification can reduce the risk for critically brain ill patients with the use of near patient imaging, and can aid with precision medicine. High temperature superconductors (HTS) have the ability to carry large currents in the cryogen free contrition, which can make the MRI system even smaller and lighter. The design and Genetic Algorithm (GA) optimization were based on the FEM package COMSOL Multiphysics with the LiveLink for MATLAB, together with the GA module in the MATLAB optimization toolbox. The relatively thick HTS tape, ST-12-L from the Shanghai Superconductor Technology was chosen and that made more difficulty on optimization process. Genetic Algorithm method improved the optimization performance, and the uniformity achieved 2.36 ppm in a 10 x 10 x 10 cm DSV. Two cases of the end double-pancake were compared. Further sensitivity studies were performed on the homogeneity with its relationship to the magnet length, and the thickness of HTS tape.
机译:本文介绍了用于超紧凑型MRI系统的HTS磁铁的设计,可能是脑创伤的快速和早期诊断。早期诊断和治疗分层可以降低危及患者成像的患者危重脑病的风险,并可以帮助精确药物。高温超导体(HTS)具有在无线电接收率为中携带大电流的能力,这可以使MRI系统更小,更轻。设计和遗传算法(GA)优化基于FEM包COMSOL Multiphysics与MATLAB的Livelink,以及MATLAB优化工具箱中的GA模块。选择相对厚的HTS胶带,来自上海超导技术的ST-12-L,并在优化过程中取得了困难。遗传算法方法提高了优化性能,均匀性在10×10×10cm dsv中实现了2.36ppm。比较了两种结束双煎饼。以其与磁体长度的关系和HTS胶带的厚度对均匀性进行进一步的敏感性研究。

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  • 作者单位

    Univ Cambridge Elect Engn Div Dept Engn Cambridge CB3 0FA England;

    Univ Cambridge Elect Engn Div Dept Engn Cambridge CB3 0FA England;

    Shanghai Jiao Tong Univ Sch Elect Informat & Elect Engn Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Sch Elect Informat & Elect Engn Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Sch Elect Informat & Elect Engn Shanghai 200240 Peoples R China;

    Shanghai Jiao Tong Univ Sch Elect Informat & Elect Engn Shanghai 200240 Peoples R China;

    Hunan Univ Coll Elect & Informat Engn Changsha 410082 Hunan Peoples R China;

    Wuhan Univ Technol Reliabil Engn Inst Sch Energy & Power Engn Wuhan 430063 Peoples R China;

    North China Univ Water Resources & Elect Power Sch Elect Power Zhengzhou 450045 Peoples R China;

    North China Univ Water Resources & Elect Power Sch Elect Power Zhengzhou 450045 Peoples R China;

    Dept Med Cambridge CB2 0QQ England;

    Dept Med Cambridge CB2 0QQ England;

    Dept Clin Neurosci Cambridge CB2 0QQ England;

    Natl High Magnet Lab Tallahassee FL 32310 USA|Florida State Univ Tallahassee FL 32306 USA;

    Univ Cambridge Elect Engn Div Dept Engn Cambridge CB3 0FA England;

    Univ Cambridge Elect Engn Div Dept Engn Cambridge CB3 0FA England;

    Univ Cambridge Elect Engn Div Dept Engn Cambridge CB3 0FA England;

    Univ Cambridge Elect Engn Div Dept Engn Cambridge CB3 0FA England;

    Gen Elect Global Res One Res Circle Niskayuna NY 12309 USA;

    Univ Cambridge Elect Engn Div Dept Engn Cambridge CB3 0FA England;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    High temperature superconductor (HTS); Magnetic resonance imaging (MRI); HTS magnet; Genetic Algorithm (GA); Finite element method;

    机译:高温超导体(HTS);磁共振成像(MRI);HTS磁体;遗传算法(GA);有限元方法;

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