Fuzzy predictive control of a solar power plant

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dc.contributor.authorFlores Moltedo, Andrés Ricardo
dc.contributor.authorSáez Hueichapán, Doris
dc.contributor.authorAraya, Juan
dc.contributor.authorBerenguel, M.
dc.contributor.authorCipriano, Aldo
dc.date.accessioned2022-05-18T14:39:52Z
dc.date.available2022-05-18T14:39:52Z
dc.date.issued2005
dc.description.abstractThis work presents the application of fuzzy predictive control to a solar power plant. The proposed predictive controller uses fuzzy characterization of goals and constraints, based on the fuzzy optimization framework for multi-objective satisfaction problems. This approach enhances model based predictive control (MBPC) allowing the specification of more complex requirements. A brief description of the solar power plant and its simulator is given. Basic concepts of predictive control and fuzzy predictive control are introduced. Two fuzzy predictive controllers using different membership functions are designed for a solar power plant, and they are compared with a classical predictive controller. The simulation results show that the fuzzy MBPC formulation, based on a well proven successful algorithm, gives a greater flexibility to characterize the goals and constraints than classical control.
dc.fuente.origenIEEE
dc.identifier.doi10.1109/TFUZZ.2004.839658
dc.identifier.issn1941-0034
dc.identifier.urihttps://doi.org/10.1109/TFUZZ.2004.839658
dc.identifier.urihttps://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1393001
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/64189
dc.information.autorucEscuela de ingeniería ; Flores Moltedo, Andrés Ricardo ; S/I ; 2597
dc.information.autorucEscuela de ingeniería ; Sáez Hueichapán, Doris ; S/I ; 1502
dc.information.autorucEscuela de ingeniería ; Cipriano Zamorano, Aldo ; S/I ; 99102
dc.issue.numero1
dc.language.isoen
dc.nota.accesoContenido parcial
dc.pagina.final68
dc.pagina.inicio58
dc.revistaIEEE Transactions on Fuzzy Systems
dc.rightsacceso restringido
dc.subjectFuzzy control
dc.subjectPredictive control
dc.subjectSolar energy
dc.subjectPetroleum
dc.subjectConstraint optimization
dc.subjectPredictive models
dc.subjectSolar radiation
dc.subjectRegulators
dc.subjectClouds
dc.subjectHumidity
dc.titleFuzzy predictive control of a solar power plantes_ES
dc.typeartículo
dc.volumen13
sipa.codpersvinculados2597
sipa.codpersvinculados1502
sipa.codpersvinculados99102
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