Hybrid Optimal Design of Square Highly Uniform Magnetic Field Coils
Square coils with a high magnetic field uniformity have a wide range of applications. This article innovatively proposes a hybrid design optimization method for uniform magnetic field coils. The Taylor series expansions of the three components (3-TE) are applied to the design of multiple pairs of sq...
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Veröffentlicht in: | IEEE transactions on industrial electronics (1982) 2023-04, Vol.70 (4), p.4236-4244 |
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creator | Lu, Jixi Wang, Shuying Lu, Fei Lu, Chenning Zhang, Xu Ma, Danyue |
description | Square coils with a high magnetic field uniformity have a wide range of applications. This article innovatively proposes a hybrid design optimization method for uniform magnetic field coils. The Taylor series expansions of the three components (3-TE) are applied to the design of multiple pairs of square coils for the first time, and on this basis, field relative errors of the target field points are further combined to improve the uniformity of the target area. Through this hybrid optimization method, the design of the coils is transformed into a constrained nonlinear optimization problem, and the structural parameters are obtained through the particle swarm optimization algorithm. Simulation and experimental results establish that in comparison with the conventional square Helmholtz coil, the uniformity of the coils designed by the 3-TE method has been optimized by 52.83%, and the introduction of target field points further improved the uniformity by 86.61% in the target area. Simultaneously, the proportion of areas with a field relative error of less than 10 −4 increased from 5.71 to 21.43% as a consequence of this method. |
doi_str_mv | 10.1109/TIE.2022.3179547 |
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This article innovatively proposes a hybrid design optimization method for uniform magnetic field coils. The Taylor series expansions of the three components (3-TE) are applied to the design of multiple pairs of square coils for the first time, and on this basis, field relative errors of the target field points are further combined to improve the uniformity of the target area. Through this hybrid optimization method, the design of the coils is transformed into a constrained nonlinear optimization problem, and the structural parameters are obtained through the particle swarm optimization algorithm. Simulation and experimental results establish that in comparison with the conventional square Helmholtz coil, the uniformity of the coils designed by the 3-TE method has been optimized by 52.83%, and the introduction of target field points further improved the uniformity by 86.61% in the target area. Simultaneously, the proportion of areas with a field relative error of less than 10 −4 increased from 5.71 to 21.43% as a consequence of this method.</description><identifier>ISSN: 0278-0046</identifier><identifier>EISSN: 1557-9948</identifier><identifier>DOI: 10.1109/TIE.2022.3179547</identifier><identifier>CODEN: ITIED6</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; Coils ; Design optimization ; Field coils ; Magnetic fields ; Magnetic resonance imaging ; Magnetic shielding ; Magnetometers ; Particle swarm optimization ; Particle swarm optimization (PSO) ; Series expansion ; square coils ; Structural engineering ; target field points (TFPs) ; Taylor expansion method ; Taylor series ; uniform magnetic field</subject><ispartof>IEEE transactions on industrial electronics (1982), 2023-04, Vol.70 (4), p.4236-4244</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c291t-7228aa5c5e927d1796d84229b17e3d86bdb8a5d4954eeffaca81c9007939f7b93</citedby><cites>FETCH-LOGICAL-c291t-7228aa5c5e927d1796d84229b17e3d86bdb8a5d4954eeffaca81c9007939f7b93</cites><orcidid>0000-0002-1633-9012 ; 0000-0003-4647-4327 ; 0000-0001-7846-5666 ; 0000-0002-6631-7540 ; 0000-0003-1988-6748 ; 0000-0002-3927-3749</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9789979$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27922,27923,54756</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9789979$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Lu, Jixi</creatorcontrib><creatorcontrib>Wang, Shuying</creatorcontrib><creatorcontrib>Lu, Fei</creatorcontrib><creatorcontrib>Lu, Chenning</creatorcontrib><creatorcontrib>Zhang, Xu</creatorcontrib><creatorcontrib>Ma, Danyue</creatorcontrib><title>Hybrid Optimal Design of Square Highly Uniform Magnetic Field Coils</title><title>IEEE transactions on industrial electronics (1982)</title><addtitle>TIE</addtitle><description>Square coils with a high magnetic field uniformity have a wide range of applications. This article innovatively proposes a hybrid design optimization method for uniform magnetic field coils. The Taylor series expansions of the three components (3-TE) are applied to the design of multiple pairs of square coils for the first time, and on this basis, field relative errors of the target field points are further combined to improve the uniformity of the target area. Through this hybrid optimization method, the design of the coils is transformed into a constrained nonlinear optimization problem, and the structural parameters are obtained through the particle swarm optimization algorithm. Simulation and experimental results establish that in comparison with the conventional square Helmholtz coil, the uniformity of the coils designed by the 3-TE method has been optimized by 52.83%, and the introduction of target field points further improved the uniformity by 86.61% in the target area. Simultaneously, the proportion of areas with a field relative error of less than 10 −4 increased from 5.71 to 21.43% as a consequence of this method.</description><subject>Algorithms</subject><subject>Coils</subject><subject>Design optimization</subject><subject>Field coils</subject><subject>Magnetic fields</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic shielding</subject><subject>Magnetometers</subject><subject>Particle swarm optimization</subject><subject>Particle swarm optimization (PSO)</subject><subject>Series expansion</subject><subject>square coils</subject><subject>Structural engineering</subject><subject>target field points (TFPs)</subject><subject>Taylor expansion method</subject><subject>Taylor series</subject><subject>uniform magnetic field</subject><issn>0278-0046</issn><issn>1557-9948</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kM9PwjAUxxujiYjeTbw08Txsu3Vtj2aCkGA4COemW1-xZGzQjgP_vSUYT-_y_fU-CD1TMqGUqLf1YjphhLFJToXihbhBI8q5yJQq5C0aESZkRkhR3qOHGHeE0IJTPkLV_FwHb_HqMPi9afEHRL_tcO_w9_FkAuC53_60Z7zpvOvDHn-ZbQeDb_DMQ2tx1fs2PqI7Z9oIT393jDaz6bqaZ8vV56J6X2YNU3TIBGPSGN5wUEzYtLK0smBM1VRAbmVZ21oabou0HsA50xhJG0WIULlyolb5GL1ecw-hP54gDnrXn0KXKjUTvKA8L4VIKnJVNaGPMYDTh5BeC2dNib6g0gmVvqDSf6iS5eVq8QDwL1dCKpXKfwFZw2N4</recordid><startdate>20230401</startdate><enddate>20230401</enddate><creator>Lu, Jixi</creator><creator>Wang, Shuying</creator><creator>Lu, Fei</creator><creator>Lu, Chenning</creator><creator>Zhang, Xu</creator><creator>Ma, Danyue</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-1633-9012</orcidid><orcidid>https://orcid.org/0000-0003-4647-4327</orcidid><orcidid>https://orcid.org/0000-0001-7846-5666</orcidid><orcidid>https://orcid.org/0000-0002-6631-7540</orcidid><orcidid>https://orcid.org/0000-0003-1988-6748</orcidid><orcidid>https://orcid.org/0000-0002-3927-3749</orcidid></search><sort><creationdate>20230401</creationdate><title>Hybrid Optimal Design of Square Highly Uniform Magnetic Field Coils</title><author>Lu, Jixi ; Wang, Shuying ; Lu, Fei ; Lu, Chenning ; Zhang, Xu ; Ma, Danyue</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c291t-7228aa5c5e927d1796d84229b17e3d86bdb8a5d4954eeffaca81c9007939f7b93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Algorithms</topic><topic>Coils</topic><topic>Design optimization</topic><topic>Field coils</topic><topic>Magnetic fields</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic shielding</topic><topic>Magnetometers</topic><topic>Particle swarm optimization</topic><topic>Particle swarm optimization (PSO)</topic><topic>Series expansion</topic><topic>square coils</topic><topic>Structural engineering</topic><topic>target field points (TFPs)</topic><topic>Taylor expansion method</topic><topic>Taylor series</topic><topic>uniform magnetic field</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lu, Jixi</creatorcontrib><creatorcontrib>Wang, Shuying</creatorcontrib><creatorcontrib>Lu, Fei</creatorcontrib><creatorcontrib>Lu, Chenning</creatorcontrib><creatorcontrib>Zhang, Xu</creatorcontrib><creatorcontrib>Ma, Danyue</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Xplore</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on industrial electronics (1982)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Lu, Jixi</au><au>Wang, Shuying</au><au>Lu, Fei</au><au>Lu, Chenning</au><au>Zhang, Xu</au><au>Ma, Danyue</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Hybrid Optimal Design of Square Highly Uniform Magnetic Field Coils</atitle><jtitle>IEEE transactions on industrial electronics (1982)</jtitle><stitle>TIE</stitle><date>2023-04-01</date><risdate>2023</risdate><volume>70</volume><issue>4</issue><spage>4236</spage><epage>4244</epage><pages>4236-4244</pages><issn>0278-0046</issn><eissn>1557-9948</eissn><coden>ITIED6</coden><abstract>Square coils with a high magnetic field uniformity have a wide range of applications. This article innovatively proposes a hybrid design optimization method for uniform magnetic field coils. The Taylor series expansions of the three components (3-TE) are applied to the design of multiple pairs of square coils for the first time, and on this basis, field relative errors of the target field points are further combined to improve the uniformity of the target area. Through this hybrid optimization method, the design of the coils is transformed into a constrained nonlinear optimization problem, and the structural parameters are obtained through the particle swarm optimization algorithm. Simulation and experimental results establish that in comparison with the conventional square Helmholtz coil, the uniformity of the coils designed by the 3-TE method has been optimized by 52.83%, and the introduction of target field points further improved the uniformity by 86.61% in the target area. Simultaneously, the proportion of areas with a field relative error of less than 10 −4 increased from 5.71 to 21.43% as a consequence of this method.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TIE.2022.3179547</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-1633-9012</orcidid><orcidid>https://orcid.org/0000-0003-4647-4327</orcidid><orcidid>https://orcid.org/0000-0001-7846-5666</orcidid><orcidid>https://orcid.org/0000-0002-6631-7540</orcidid><orcidid>https://orcid.org/0000-0003-1988-6748</orcidid><orcidid>https://orcid.org/0000-0002-3927-3749</orcidid></addata></record> |
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subjects | Algorithms Coils Design optimization Field coils Magnetic fields Magnetic resonance imaging Magnetic shielding Magnetometers Particle swarm optimization Particle swarm optimization (PSO) Series expansion square coils Structural engineering target field points (TFPs) Taylor expansion method Taylor series uniform magnetic field |
title | Hybrid Optimal Design of Square Highly Uniform Magnetic Field Coils |
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