Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/861
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dc.contributorDepartment of Electrical Engineering-
dc.contributorIndustrial Centre-
dc.creatorHo, SL-
dc.creatorFei, M-
dc.creatorFu, W-
dc.creatorWong, HCC-
dc.creatorLo, E-
dc.date.accessioned2014-12-11T08:25:20Z-
dc.date.available2014-12-11T08:25:20Z-
dc.identifier.issn0018-9464-
dc.identifier.urihttp://hdl.handle.net/10397/861-
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.rights© 2002 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.en_US
dc.rightsThis material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.en_US
dc.subjectANNen_US
dc.subjectBrushless dc motoren_US
dc.subjectFinite elementen_US
dc.subjectNonlinearen_US
dc.subjectRadial basis functionen_US
dc.titleIntegrated RBF network based estimation strategy of the output characteristics of brushless DC motorsen_US
dc.typeJournal/Magazine Articleen_US
dc.description.otherinformationAuthor name used in this publication: S. L. Hoen_US
dc.description.otherinformationAuthor name used in this publication: W. N. Fuen_US
dc.description.otherinformationAuthor name used in this publication: H. C. Wongen_US
dc.description.otherinformationAuthor name used in this publication: Edward W. C. Loen_US
dc.identifier.spage1033-
dc.identifier.epage1036-
dc.identifier.volume38-
dc.identifier.issue2-
dc.identifier.doi10.1109/20.996265-
dcterms.abstractThe circuit-field coupled model is very accurate but it is computationally inefficient in studying the output performance of brushless dc motors. In order to resolve the problem, an estimation strategy based on an integrated radial basis function (RBF) network is proposed in this paper. The strategy introduces new conceptions of the network group that are being realized by three steps, namely: 1) an adaptive RBF network is proposed for modeling the center network; 2) the RBF network group is then used to build the base networks; and 3) an integrated RBF network based on the base network group is used subsequently to predict the non-trained output characteristics of the brushless dc motor.-
dcterms.accessRightsopen accessen_US
dcterms.bibliographicCitationIEEE transactions on magnetics, Mar. 2002, v. 38, no. 2, p. 1033-1036-
dcterms.isPartOfIEEE transactions on magnetics-
dcterms.issued2002-03-
dc.identifier.isiWOS:000175086800180-
dc.identifier.scopus2-s2.0-0036493296-
dc.identifier.eissn1941-0069-
dc.identifier.rosgroupidr07398-
dc.description.ros2001-2002 > Academic research: refereed > Publication in refereed journal-
dc.description.oaVersion of Recorden_US
dc.identifier.FolderNumberOA_IR/PIRAen_US
dc.description.pubStatusPublisheden_US
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