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A data-driven methodology for non-invasive tempearture estimation in multilayered media

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dc.contributor.authorTeixeira, C. A.
dc.contributor.authorPereira, W. C. A.
dc.contributor.authorRuano, M. Graça
dc.contributor.authorRuano, Antonio
dc.date.accessioned2013-02-06T14:12:19Z
dc.date.available2013-02-06T14:12:19Z
dc.date.issued2008
dc.date.updated2013-01-26T17:44:25Z
dc.description.abstractA main limitation on the application of thermal therapies is the lack of quantitative temperature knowledge in the treatment zone. This knowledge would increase the safety and effectiveness, through a correct instrumentation control. The portability and relative low cost of the ultrasound devices encourages the application of backscattered ultrasound (BSU) for temperature estimation. So far the methods based on BSU were only developed for homogeneous media. This paper reports a data-driven methodology able to estimate temperature in non-homogeneous media, with the required resolution. Appropriate generalisation performance was observed even under operating situations never considered in the training procedure.por
dc.identifier.citationTeixeira, C. A.; Pereira, W. C. A.; Ruano, M. G.; Ruano, A. E. A Data-Driven Methodology for Non-Invasive Tempearture Estimation in Multilayered Media, Trabalho apresentado em 8th Portuguese Conference on Automatic Control (Controlo 2008), In Proceedings of the 8th Portuguese Conference on Automatic Control (Controlo 2008), Vila Real, 2008.por
dc.identifier.otherAUT: MRU00118; ARU00698;
dc.identifier.urihttp://hdl.handle.net/10400.1/2231
dc.language.isoengpor
dc.peerreviewedyespor
dc.subjectTemperature profilespor
dc.subjectTemperature controlpor
dc.subjectNeural networks-modelspor
dc.subjectRadial base function networkspor
dc.subjectMulti-objective optimisationpor
dc.titleA data-driven methodology for non-invasive tempearture estimation in multilayered mediapor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceVila Realpor
oaire.citation.endPage6por
oaire.citation.startPage1por
oaire.citation.title8th Portuguese Conference on Automatic Control (Controlo 2008)por
person.familyNameTeixeira
person.familyNamePereira
person.familyNameRuano
person.familyNameRuano
person.givenNameCésar
person.givenNameWagner
person.givenNameMaria
person.givenNameAntonio
person.identifier.ciencia-id9811-A0DD-D5A5
person.identifier.orcid0000-0001-9396-1211
person.identifier.orcid0000-0001-5880-3242
person.identifier.orcid0000-0002-0014-9257
person.identifier.orcid0000-0002-6308-8666
person.identifier.ridA-3477-2012
person.identifier.ridA-8321-2011
person.identifier.ridB-4135-2008
person.identifier.scopus-author-id55826531700
person.identifier.scopus-author-id35581987400
person.identifier.scopus-author-id7004483805
person.identifier.scopus-author-id7004284159
rcaap.rightsrestrictedAccesspor
rcaap.typeconferenceObjectpor
relation.isAuthorOfPublication29e9844d-9355-4f2a-badf-9e7ad3117cdb
relation.isAuthorOfPublication5f0824cf-c471-4f03-8134-8003affbabe3
relation.isAuthorOfPublication61fc8492-d73f-46ca-a3a3-4cd762a784e6
relation.isAuthorOfPublication13813664-b68b-40aa-97a9-91481a31ebf2
relation.isAuthorOfPublication.latestForDiscovery29e9844d-9355-4f2a-badf-9e7ad3117cdb

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