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Tritrakarn T, Takahashi M, Okamura T. Optimization of RF coil geometry for NMR/MRI applications using a genetic algorithm. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2024; 362:107685. [PMID: 38636265 DOI: 10.1016/j.jmr.2024.107685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 04/07/2024] [Accepted: 04/11/2024] [Indexed: 04/20/2024]
Abstract
A simulation method that employs a genetic algorithm (GA) for optimizing radio frequency (RF) coil geometry is developed to maximize signal intensity in nuclear magnetic resonance (NMR)/magnetic resonance imaging (MRI) applications. NMR/MRI has a wide range of applications, including medical imaging, and chemical and biological analysis to investigate the structure, dynamics, and interactions of molecules. However, NMR suffers from inherently low signal intensity, which depends on factors related to RF coil geometry. The investigation of coil geometry is crucial for improving signal intensity, leading to a reduction in the number of scans and a shorter total scan time. We have explored a better optimization method by modifying RF coil geometry to maximize signal intensity. The RF coil geometry comprises wire elements, each of which is a small vector representing the current flow, and GA chooses some of the prepared wire elements for optimization. The optimization of a substrate coil with a surface perpendicular to a static field was demonstrated for single-sided NMR system applications while considering various cylindrical sample diameters. A non-optimized and a GA-optimized substrate coil were compared through simulation and experiment to confirm the performance of the GA simulation. The maximum error between simulation and experiment was below 5%, with an average of less than 3%, confirming simulation reliability. The results indicated that the GA improved signal intensity by approximately 10% and reduced the necessary total scan time by around 20%. Finally, we explain the limitations and explore other potential applications of this GA-based simulation method.
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Affiliation(s)
- Techit Tritrakarn
- School of Engineering, Department of Mechanical Engineering, Tokyo Institute of Technology, 4259 Nagatusta-cho, Midori-ku, Yokohama, Kanagawa 226-8502, Japan.
| | - Masato Takahashi
- Laboratory for Advanced NMR Application and Development, RIKEN Center for Biosystems Dynamics Research, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Tetsuji Okamura
- School of Engineering, Department of Mechanical Engineering, Tokyo Institute of Technology, 4259 Nagatusta-cho, Midori-ku, Yokohama, Kanagawa 226-8502, Japan
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Javor J, Yao Z, Barrett L, Imboden M, Apte S, Giannetta RW, Campbell DK, Bishop DJ. Modal engineering of electromagnetic circuits to achieve rapid settling times. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2023; 94:014708. [PMID: 36725583 DOI: 10.1063/5.0125097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 12/28/2022] [Indexed: 06/18/2023]
Abstract
Inductive circuits and devices are ubiquitous and important design elements in many applications, such as magnetic drives, galvanometers, magnetic scanners, applying direct current (DC) magnetic fields to systems, radio frequency coils in nuclear magnetic resonance (NMR) systems, and a vast array of other applications. They are widely used to generate both DC and alternating current (AC) magnetic fields. Many of these applications require a rapid step and settling time, turning the DC or AC magnetic field on and off quickly. The inductive response normally makes this a challenging thing to do. In this article, we discuss open loop control algorithms for achieving rapid step and settling times in four general categories of applications: DC and AC systems where the system is either under- or over-damped. Each of these four categories requires a different algorithm, which we describe here. We show the operation of these drive methods using Simulink and Simscape modeling tools, analytical solutions to the underlying differential equations, and experimental results using an inductive magnetic coil and a Hall sensor. Finally, we demonstrate the application of these techniques to significantly reduce ringing in a standard NMR circuit. We intend this article to be practical, with useful, easy-to-apply algorithms and helpful tuning tricks.
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Affiliation(s)
- Josh Javor
- Mechanical Engineering Department, Boston University, Boston, Massachusetts 02215, USA
| | - Zhancheng Yao
- Division of Material Science and Engineering, Boston University, Boston, Massachusetts 02215, USA
| | - Lawrence Barrett
- Division of Material Science and Engineering, Boston University, Boston, Massachusetts 02215, USA
| | - Matthias Imboden
- STI-IMT LMTS, École Polytechnique Fédérale de Lausanne, Neuchâtel 2000, Switzerland
| | - Sohm Apte
- Department of Physics, University of Texas, Austin, Texas 78712, USA
| | - Russel W Giannetta
- Department of Physics, University of Illonois, Champaign, Illonois 61820, USA
| | - David K Campbell
- Department of Physics, Boston University, Boston, Massachusetts 02215, USA
| | - David J Bishop
- Mechanical Engineering Department, Boston University, Boston, Massachusetts 02215, USA
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Thomas JN, Johnston TL, Litvak IM, Ramaswamy V, Merritt ME, Rocca JR, Edison AS, Brey WW. Implementing High Q-Factor HTS Resonators to Enhance Probe Sensitivity in 13C NMR Spectroscopy. JOURNAL OF PHYSICS. CONFERENCE SERIES 2022; 2323:012030. [PMID: 36187328 PMCID: PMC9524303 DOI: 10.1088/1742-6596/2323/1/012030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Nuclear magnetic resonance spectroscopy (NMR) probes using thin-film high temperature superconducting (HTS) resonators provide exceptional mass sensitivity in small-sample NMR experiments for natural products chemistry and metabolomics. We report improvements in sensitivity to our 1.5 mm 13C-optimized NMR probe based on HTS resonators. The probe has a sample volume of 35 microliters and operates in a 14.1 T magnet. The probe also features HTS resonators for 1H transmission and detection and the 2H lock. The probe utilizes a 13C resonator design that provides greater efficiency than our previous design. The quality factor of the new resonator in the 14.1 T background field was measured to be 4,300, which is over 3x the value of the previous design. To effectively implement the improved quality factor, we demonstrate the effect of adding a shorted transmission line stub to increase the bandwidth and reduce the rise/fall time of 13C irradiation pulses. Initial NMR measurements verify 13C NMR sensitivity is significantly improved while preserving detection bandwidth. The probe will be used for applications in metabolomics.
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Affiliation(s)
- J N Thomas
- National High Magnetic Field Laboratory, Tallahassee FL, USA
| | - T L Johnston
- National High Magnetic Field Laboratory, Tallahassee FL, USA
| | - I M Litvak
- National High Magnetic Field Laboratory, Tallahassee FL, USA
| | | | | | - J R Rocca
- University of Florida, Gainesville FL, USA
| | | | - W W Brey
- National High Magnetic Field Laboratory, Tallahassee FL, USA
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Johnston TL, Edison AS, Ramaswamy V, Freytag N, Merritt ME, Thomas JN, Hooker JW, Litvak IM, Brey WW. Application of Counter-wound Multi-arm Spirals in HTS Resonator Design. IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY : A PUBLICATION OF THE IEEE SUPERCONDUCTIVITY COMMITTEE 2022; 32:1500304. [PMID: 35449718 PMCID: PMC9017787 DOI: 10.1109/tasc.2022.3146109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Significant sensitivity improvements have been achieved by utilizing high temperature superconducting (HTS) resonators in nuclear magnetic resonance (NMR) probes. Many nuclei such as 13C benefit from strong excitation fields which cannot be produced by traditional HTS resonator designs. We investigate the use of double-sided, counter-wound multi-arm spiral HTS resonators with the aim of increasing the excitation field at the required nuclear Larmor frequency for 13C. When compared to double-sided, counter-wound spiral resonators with similar geometry, simulations indicate that the multi-arm spiral version develops a more uniform current distribution. Preliminary tests of a two-arm resonator indicate that it may produce a stronger excitation field.
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Affiliation(s)
- Taylor L Johnston
- National High Magnetic Laboratory, Tallahassee, FL 32310, USA and also with the Department of Chemistry and Biochemistry, Florida State University
| | | | | | | | - Matthew E Merritt
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32601, USA
| | - Jeremy N Thomas
- National High Magnetic Field Laboratory, Tallahassee, FL 32310, USA and also with the Department of Physics, Florida State University
| | - Jerris W Hooker
- Department of Electrical and Computer Engineering, FAMU-FSU College of Engineering, Tallahassee, FL 32310, USA
| | - Ilya M Litvak
- National High Magnetic Laboratory, Tallahassee, FL 32310, USA and also with Florida State University
| | - William W Brey
- National High Magnetic Laboratory, Tallahassee, FL 32310, USA and also with Florida State University
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Thomas JN, Ramaswamy V, Litvak IM, Johnston TL, Edison AS, Brey WW. Progress Towards a Higher Sensitivity 13C-Optimized 1.5 mm HTS NMR Probe. IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY : A PUBLICATION OF THE IEEE SUPERCONDUCTIVITY COMMITTEE 2021; 31:1500504. [PMID: 33867781 PMCID: PMC8045891 DOI: 10.1109/tasc.2021.3061042] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Nuclear magnetic resonance (NMR) probes using thin-film high temperature superconducting (HTS) resonators offer high sensitivity and are particularly suitable for small-sample applications. We are developing an improved 1.5 mm HTS NMR probe designed for operation at 14.1 T and optimized for 13C detection. The total sample volume is about 35 μL and the active sample volume is 20 μL. The probe employs HTS resonators for 13C and 1H transmission and detection and the 2H lock. We examine the interactions of multiple superconducting resonators and normal metal tuning loops on coil resonance frequency and probe sensitivity. We test a recently introduced 13C resonator design, engineered to significantly increase 13C detection sensitivity over previous all-HTS probes. At zero field, we observe a 13C quality factor of 6000 which is several times higher than previous resonators. In this work the coil design considerations and probe build-out procedure are discussed.
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Affiliation(s)
- Jeremy N Thomas
- National High Magnetic Laboratory and the Department of Physics, Florida State University, Tallahassee, FL 32310 USA
| | | | - Ilya M Litvak
- National High Magnetic Laboratory, Florida State University, Tallahassee, FL 32310 USA
| | - Taylor L Johnston
- National High Magnetic Laboratory and the Department of Chemistry, Florida State University, Tallahassee, FL 32310 USA
| | | | - William W Brey
- National High Magnetic Laboratory, Florida State University, Tallahassee, FL 32310 USA
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