Model predictive control of a CSTR: A comparative study among linear and nonlinear model approaches
dc.contributor.author | Krishnan, A | |
dc.contributor.author | Patil, BV | |
dc.contributor.author | Nataraj, PSV | |
dc.contributor.author | Maciejowski, J | |
dc.contributor.author | Ling, KV | |
dc.date.accessioned | 2018-12-19T00:30:40Z | |
dc.date.available | 2018-12-19T00:30:40Z | |
dc.date.issued | 2017 | |
dc.identifier.isbn | 9781509017959 | |
dc.identifier.uri | https://www.repository.cam.ac.uk/handle/1810/287163 | |
dc.description.abstract | © 2017 IEEE. This paper presents a comparative study of two widely accepted model predictive control schemes based on mixed logical dynamical (MLD) and nonlinear modeling approaches with application to a continuous stirred tank reactor (CSTR) system. Specifically, we approximate the nonlinear behavior of a CSTR system with multiple local linear models in a MLD framework. The main benefit of such a scheme is the significant improvement in model accuracy when compared with a single linearized model. The benefits and trade-offs associated with predictive control laws synthesized using MLD and nonlinear modeling approaches are also compared. | |
dc.description.sponsorship | National Research Foundation, Singapore. | |
dc.publisher | IEEE | |
dc.title | Model predictive control of a CSTR: A comparative study among linear and nonlinear model approaches | |
dc.type | Conference Object | |
prism.endingPage | 187 | |
prism.publicationDate | 2017 | |
prism.publicationName | 2017 Indian Control Conference, ICC 2017 - Proceedings | |
prism.startingPage | 182 | |
dc.identifier.doi | 10.17863/CAM.34472 | |
dcterms.dateAccepted | 2016-09-14 | |
rioxxterms.versionofrecord | 10.1109/INDIANCC.2017.7846472 | |
rioxxterms.version | AM | |
rioxxterms.licenseref.uri | http://www.rioxx.net/licenses/all-rights-reserved | |
rioxxterms.licenseref.startdate | 2017-02-07 | |
dc.contributor.orcid | Maciejowski, Jan [0000-0001-8281-8364] | |
rioxxterms.type | Conference Paper/Proceeding/Abstract | |
pubs.conference-name | 2017 Indian Control Conference (ICC) | |
pubs.conference-start-date | 2017-01-04 | |
pubs.conference-finish-date | 2017-01-06 | |
rioxxterms.freetoread.startdate | 2018-02-07 |
Files in this item
This item appears in the following Collection(s)
-
Cambridge University Research Outputs
Research outputs of the University of Cambridge