Dynamically scheduled MPC of nonlinear processes using hinging hyperplane models

Cited 27 time in webofscience Cited 27 time in scopus
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dc.contributor.authorChikkula, Yko
dc.contributor.authorLee, JayHyungko
dc.contributor.authorOgunnaike, BAko
dc.date.accessioned2013-02-28T07:15:47Z-
dc.date.available2013-02-28T07:15:47Z-
dc.date.created2012-02-06-
dc.date.created2012-02-06-
dc.date.created2012-02-06-
dc.date.issued1998-12-
dc.identifier.citationAICHE JOURNAL, v.44, no.12, pp.2658 - 2674-
dc.identifier.issn0001-1541-
dc.identifier.urihttp://hdl.handle.net/10203/73459-
dc.description.abstractThis article deals with the issues associated with designing scheduled model predictive controllers for nonlinear systems within the multiple-linear-model-based control framework. The issues of model set generation from empirical data and closed-loop application of the generated model set are considered. A method of hinging hyperplanes is proposed as a way to construct a piecewise linens dynamic model, conducive to dynamic scheduling of linear MPC controllers. The design and implementation of dynamically scheduled MPC using a hinge function model are discussed, as well as its advantages. Alternate MPC formulations considered here require more computation, but utilize the hinge function model as a global model. Simulated examples of isothermal CSTRs and a batch fermenter are also presented to illustrate the proposed methodologies.-
dc.languageEnglish-
dc.publisherAMER INST CHEMICAL ENGINEERS-
dc.titleDynamically scheduled MPC of nonlinear processes using hinging hyperplane models-
dc.typeArticle-
dc.identifier.wosid000077503800007-
dc.identifier.scopusid2-s2.0-0032459505-
dc.type.rimsART-
dc.citation.volume44-
dc.citation.issue12-
dc.citation.beginningpage2658-
dc.citation.endingpage2674-
dc.citation.publicationnameAICHE JOURNAL-
dc.identifier.doi10.1002/aic.690441208-
dc.contributor.localauthorLee, JayHyung-
dc.contributor.nonIdAuthorChikkula, Y-
dc.contributor.nonIdAuthorOgunnaike, BA-
dc.type.journalArticleArticle-
dc.subject.keywordPlusRECEDING HORIZON CONTROL-
dc.subject.keywordPlusLINEARIZATION FAMILIES-
dc.subject.keywordPlusSYSTEMS-
dc.subject.keywordPlusIDENTIFICATION-
dc.subject.keywordPlusREGRESSION-
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