Design of a Linear Permanent Magnet Transverse Flux Motor for Needle-free Jet Injection

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dc.contributor.author Do, NNL en
dc.contributor.author Taberner, Andrew en
dc.contributor.author Ruddy, Bryan en
dc.coverage.spatial Neuchatel, Switzerland en
dc.date.accessioned 2019-09-30T06:26:39Z en
dc.date.issued 2019-07-03 en
dc.identifier.isbn 978-1-5386-5805-5 en
dc.identifier.uri http://hdl.handle.net/2292/48093 en
dc.description.abstract This paper proposes the work of analyzing and optimizing three types of linear transverse flux motors in order to build a compact handheld device for needle-free jet injection. The use of finite-element analysis, deep neural network models, and convex non-linear optimization in the study will be explored. The high performance computing infrastructure allowed for rapid creation of 534435 motor design data points via parallel 3-D finite-element analysis jobs. With the available data, a deep regression neural network was trained to make highly accurate predictions (96% accuracy) about any motor with design factors within the given ranges. The optimization process found a number motor configurations which satisfy the given specification but not yet found a practical design for the application. Future effort will focus on widening the search range, and more importantly tuning the optimizer, prototyping and experimental validation. en
dc.publisher IEEE en
dc.relation.ispartof 12th International Symposium on Linear Drives for Industry Applications (LDIA) en
dc.relation.ispartofseries Proceedings 2019 12th International Symposium on Linear Drives for Industry Applications (LDIA) en
dc.rights Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. en
dc.rights.uri https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm en
dc.title Design of a Linear Permanent Magnet Transverse Flux Motor for Needle-free Jet Injection en
dc.type Conference Item en
dc.identifier.doi 10.1109/LDIA.2019.8770975 en
dc.rights.holder Copyright: The author en
pubs.finish-date 2019-07-03 en
pubs.publication-status Published en
pubs.start-date 2019-07-01 en
dc.rights.accessrights http://purl.org/eprint/accessRights/RestrictedAccess en
pubs.subtype Proceedings en
pubs.elements-id 777361 en
pubs.org-id Bioengineering Institute en
pubs.org-id ABI Associates en
pubs.org-id Engineering en
pubs.org-id Engineering Science en
pubs.record-created-at-source-date 2019-07-29 en
pubs.online-publication-date 2019-07-25 en


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