DC Field | Value | Language |
---|---|---|
dc.contributor.author | Wong, Wee Chin | ko |
dc.contributor.author | Lee, Jay H. | ko |
dc.date.accessioned | 2013-03-12T04:36:02Z | - |
dc.date.available | 2013-03-12T04:36:02Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 2009-10 | - |
dc.identifier.citation | JOURNAL OF PROCESS CONTROL, v.19, no.9, pp.1438 - 1450 | - |
dc.identifier.issn | 0959-1524 | - |
dc.identifier.uri | http://hdl.handle.net/10203/101346 | - |
dc.description.abstract | Understanding and modeling disturbances play a critical part in designing effective advanced model-based control solutions. Existing linear, stationary disturbance models are oftentimes limiting in the face of time-varying characteristics typically witnessed in process industries. These include intermittent drifts, abrupt changes, temporary oscillations, outliers and the likes. This work proposes a Hidden Markov Model-based framework to deal with such situations that exhibit discrete, modal behavior. The usefulness of the proposed disturbance framework - from modeling to ensuring the integral action under a wide variety of scenarios - is demonstrated through several examples. (C) 2009 Elsevier Ltd. All rights reserved. | - |
dc.language | English | - |
dc.publisher | ELSEVIER SCI LTD | - |
dc.subject | PREDICTIVE CONTROL | - |
dc.subject | LINEAR-MODELS | - |
dc.subject | SYSTEMS | - |
dc.subject | ALGORITHM | - |
dc.title | Realistic disturbance modeling using Hidden Markov Models: Applications in model-based process control | - |
dc.type | Article | - |
dc.identifier.wosid | 000271529200003 | - |
dc.identifier.scopusid | 2-s2.0-72049084751 | - |
dc.type.rims | ART | - |
dc.citation.volume | 19 | - |
dc.citation.issue | 9 | - |
dc.citation.beginningpage | 1438 | - |
dc.citation.endingpage | 1450 | - |
dc.citation.publicationname | JOURNAL OF PROCESS CONTROL | - |
dc.identifier.doi | 10.1016/j.jprocont.2009.04.014 | - |
dc.embargo.liftdate | 9999-12-31 | - |
dc.embargo.terms | 9999-12-31 | - |
dc.contributor.localauthor | Lee, Jay H. | - |
dc.contributor.nonIdAuthor | Wong, Wee Chin | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | Disturbance modeling | - |
dc.subject.keywordAuthor | Hidden Markov Models | - |
dc.subject.keywordPlus | PREDICTIVE CONTROL | - |
dc.subject.keywordPlus | LINEAR-MODELS | - |
dc.subject.keywordPlus | SYSTEMS | - |
dc.subject.keywordPlus | ALGORITHM | - |
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