DC Field | Value | Language |
---|---|---|
dc.contributor.author | Chikkula, Y | ko |
dc.contributor.author | Lee, JayHyung | ko |
dc.contributor.author | Ogunnaike, BA | ko |
dc.date.accessioned | 2013-02-28T07:15:47Z | - |
dc.date.available | 2013-02-28T07:15:47Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 1998-12 | - |
dc.identifier.citation | AICHE JOURNAL, v.44, no.12, pp.2658 - 2674 | - |
dc.identifier.issn | 0001-1541 | - |
dc.identifier.uri | http://hdl.handle.net/10203/73459 | - |
dc.description.abstract | This 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.language | English | - |
dc.publisher | AMER INST CHEMICAL ENGINEERS | - |
dc.title | Dynamically scheduled MPC of nonlinear processes using hinging hyperplane models | - |
dc.type | Article | - |
dc.identifier.wosid | 000077503800007 | - |
dc.identifier.scopusid | 2-s2.0-0032459505 | - |
dc.type.rims | ART | - |
dc.citation.volume | 44 | - |
dc.citation.issue | 12 | - |
dc.citation.beginningpage | 2658 | - |
dc.citation.endingpage | 2674 | - |
dc.citation.publicationname | AICHE JOURNAL | - |
dc.identifier.doi | 10.1002/aic.690441208 | - |
dc.contributor.localauthor | Lee, JayHyung | - |
dc.contributor.nonIdAuthor | Chikkula, Y | - |
dc.contributor.nonIdAuthor | Ogunnaike, BA | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordPlus | RECEDING HORIZON CONTROL | - |
dc.subject.keywordPlus | LINEARIZATION FAMILIES | - |
dc.subject.keywordPlus | SYSTEMS | - |
dc.subject.keywordPlus | IDENTIFICATION | - |
dc.subject.keywordPlus | REGRESSION | - |
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