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Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources

dc.contributor.authorSun, Yiming*
dc.date.accessioned2021-02-11T07:42:05Z
dc.date.available2021-02-11T07:42:05Z
dc.date.issued2016*
dc.date.submitted2019-07-30 20:02:02*
dc.identifier35705*
dc.identifier.issn21922764*
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/40109
dc.description.abstractIn this work, an innovative real-time microwave control approach is proposed, to improve the temperature homogeneity under microwave heating. Multiple adaptive or intelligent control structures have been developed, including the model predictive control, neural network control and reinforcement learning control methods. Experimental results prove that these advanced control methods can effectively reduce the final temperature derivations and improve the temperature homogeneity.*
dc.languageEnglish*
dc.relation.ispartofseriesKarlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik*
dc.subjectT1-995*
dc.subject.classificationthema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issuesen_US
dc.subject.otherBestärkendes Lernenmicrowave heating*
dc.subject.otherKünstliches neuronales Netz*
dc.subject.otherMehrgrößenregelung*
dc.subject.otherMikrowellenerwärmung*
dc.subject.othermultiple-input multiple-output (MIMO)*
dc.subject.otherModellprädiktive Regelung*
dc.subject.otherneural network*
dc.subject.othermodel predictive control (MPC)*
dc.subject.otherreinforcement learning*
dc.titleAdaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources*
dc.typebook
oapen.identifier.doi10.5445/KSP/1000051503*
oapen.relation.isPublishedBy68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2*
oapen.relation.isbn9783731504672*
oapen.pagesXIII, 231 p.*
oapen.volume8*
peerreview.review.typeFull text
peerreview.anonymityAll identities known
peerreview.reviewer.typeEditorial board member
peerreview.reviewer.typeExternal peer reviewer
peerreview.review.stagePre-publication
peerreview.open.reviewNo
peerreview.publish.responsibilityBooks or series editor
peerreview.id51a542ec-eaeb-47c2-861d-6022e981a97a
peerreview.titleDissertations in Series (Dissertationen in Schriftenreihe)


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