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Fractional Generalized Predictive Control Strategy With Fractional Constraints Handling

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dc.contributor.authorRomero Hortelano, Miguel
dc.contributor.authorMañoso Hierro, María Carolina
dc.date.accessioned2024-05-20T11:59:19Z
dc.date.available2024-05-20T11:59:19Z
dc.date.issued2022-12-08
dc.description.abstractThe control strategies based on the methodology known as Model–based Predictive Control (MPC) have been developed and widely adopted to control real plants. This is mainly due to their intrinsic ability to handle constrains and their capacity to predict and optimize the future behavior of the process using a dynamical model of the plant. On the other hand, the mathematical tool known as fractional calculus has been currently used for reformulating the predictive control strategies to reach a better performance adding new control parameters. This work extends the use of fractional operators for the constraints in one type of fractional predictive control strategy known as Fractional–order Generalized Predictive Control (FGPC), interpreting and discussing the results. In addition, a new method to soften constraints using fractional operator is proposed and illustrated with examples, even to adjust the final response of the system. A practical tuning of the rest of controller parameters with the help of a well–known mathematical software is also included to make use of the beneficial characteristics of this fractional predictive formulation.en
dc.description.versionversión publicada
dc.identifier.doihttp://doi.org/10.1109/ACCESS.2022.3227864
dc.identifier.issn2169-3536
dc.identifier.urihttps://hdl.handle.net/20.500.14468/12791
dc.journal.titleIEEE Access
dc.journal.volume10
dc.language.isoen
dc.publisherIEEE
dc.relation.centerE.T.S. de Ingeniería Informática
dc.relation.departmentSistemas de Comunicación y Control
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/deed.es
dc.subject.keywordsmodel predictive control
dc.subject.keywordsfractional calculus
dc.subject.keywordsfractional constraints
dc.subject.keywordsoptimization
dc.titleFractional Generalized Predictive Control Strategy With Fractional Constraints Handlinges
dc.typejournal articleen
dc.typeartículoes
dspace.entity.typePublication
relation.isAuthorOfPublication680ca446-ab0c-4f58-89bb-d2b3c88b12fe
relation.isAuthorOfPublication1fd3709e-a22f-4d56-ba3d-682448dee8c4
relation.isAuthorOfPublication.latestForDiscovery680ca446-ab0c-4f58-89bb-d2b3c88b12fe
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