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dc.contributor.authorSindhya, Karthik
dc.contributor.authorManninen, Aino
dc.contributor.authorMiettinen, Kaisa
dc.contributor.authorPippuri, Jenni
dc.date.accessioned2018-08-07T10:51:02Z
dc.date.available2018-08-07T10:51:02Z
dc.date.issued2017fi
dc.identifier.citationSindhya, K., Manninen, A., Miettinen, K., & Pippuri, J. (2017). Design of a Permanent Magnet Synchronous Generator using Interactive Multiobjective Optimization. <em>IEEE Transactions on Industrial Electronics</em>, 64 (12), 9776-9783. <a href="https://doi.org/10.1109/TIE.2017.2708038">doi:10.1109/TIE.2017.2708038</a>fi
dc.identifier.otherTUTKAID_73910
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/59136
dc.description.abstractWe consider an analytical model of a permanent magnet synchronous generator and formulate a mixed-integer constrained multiobjective optimization problem with six objective functions. We demonstrate the usefulness of solving such a problem by applying an interactive multiobjective optimization method called NIMBUS. In the NIMBUS method, a decision is iteratively involved in the optimization process and directs the solution process in order to find her/his most preferred Pareto optimal solution for the problem. We also employ a commonly used noninteractive evolutionary multiobjective optimization method NSGA-II to generate a set of solutions that approximates the Pareto set and demonstrate the advantages of using an interactive method. This study is the first one to consider an interactive approach for the design of a permanent magnet synchronous generator. Thus, we promote the further usage of interactive multiobjective optimization methods in the design. Further, we see that these methods could also be very useful in the teaching of electrical machines.fi
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers
dc.relation.ispartofseriesIEEE Transactions on Industrial Electronics
dc.rightsIn Copyright
dc.subject.otherpareto-tehokkuusfi
dc.subject.otheroptimointifi
dc.subject.otherPareto optimizationfi
dc.subject.othermagnetic circuitsfi
dc.subject.otherstator windings, synchronous generatorsfi
dc.subject.othergeneratorsfi
dc.subject.otherpermanent magnet machinesfi
dc.subject.otherdesign toolsfi
dc.titleDesign of a Permanent Magnet Synchronous Generator using Interactive Multiobjective Optimizationfi
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-201807233630
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.contributor.oppiaineTietotekniikka
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.date.updated2018-07-23T12:15:05Z
dc.description.reviewstatuspeerReviewed
dc.format.pagerange9776-9783
dc.relation.issn0278-0046
dc.relation.numberinseries12
dc.relation.volume64
dc.type.versionacceptedVersion
dc.rights.copyright© IEEE, 2017.
dc.rights.accesslevelopenAccessfi
dc.format.contentfulltext
dc.rights.urlhttp://rightsstatements.org/page/InC/1.0/?language=en
dc.relation.doi10.1109/TIE.2017.2708038


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