Theoretical and algorithmic advances in multi-parametric programming and control

Handle URI:
http://hdl.handle.net/10754/599980
Title:
Theoretical and algorithmic advances in multi-parametric programming and control
Authors:
Pistikopoulos, Efstratios N.; Dominguez, Luis; Panos, Christos; Kouramas, Konstantinos; Chinchuluun, Altannar
Abstract:
This paper presents an overview of recent theoretical and algorithmic advances, and applications in the areas of multi-parametric programming and explicit/multi-parametric model predictive control (mp-MPC). In multi-parametric programming, advances include areas such as nonlinear multi-parametric programming (mp-NLP), bi-level programming, dynamic programming and global optimization for multi-parametric mixed-integer linear programming problems (mp-MILPs). In multi-parametric/explicit MPC (mp-MPC), advances include areas such as robust multi-parametric control, multi-parametric nonlinear MPC (mp-NMPC) and model reduction in mp-MPC. A comprehensive framework for multi-parametric programming and control is also presented. Recent applications include a hydrogen storage device, a fuel cell power generation system, an unmanned autonomous vehicle (UAV) and a hybrid pressure swing adsorption (PSA) system. © 2012 Springer-Verlag.
Citation:
Pistikopoulos EN, Dominguez L, Panos C, Kouramas K, Chinchuluun A (2012) Theoretical and algorithmic advances in multi-parametric programming and control. Comput Manag Sci 9: 183–203. Available: http://dx.doi.org/10.1007/s10287-012-0144-4.
Publisher:
Springer Nature
Journal:
Computational Management Science
Issue Date:
21-Apr-2012
DOI:
10.1007/s10287-012-0144-4
Type:
Article
ISSN:
1619-697X; 1619-6988
Sponsors:
The financial support of European Research Council (MOBILE ERC AdvancedGrant,no:226462),EPSRC(ProjectsGR/T02560/01,EP/E047017,EP/E054285/1)andEuropeanCommis-sion (PROMATCH Marie Curie MRTN-CT-2004-512441, PRISM Marie Curie MTKI-CT-2004-512233,DIAMANTE ToK Project MTKI-CT-2005-IAP-029544, HY2SEP RTD Project 019887, CONNECTCOOP-CT-2006-031638), Air Products, CPSE Industrial Consortium and KAUST is kindly acknowledged.
Appears in Collections:
Publications Acknowledging KAUST Support

Full metadata record

DC FieldValue Language
dc.contributor.authorPistikopoulos, Efstratios N.en
dc.contributor.authorDominguez, Luisen
dc.contributor.authorPanos, Christosen
dc.contributor.authorKouramas, Konstantinosen
dc.contributor.authorChinchuluun, Altannaren
dc.date.accessioned2016-02-28T06:33:43Zen
dc.date.available2016-02-28T06:33:43Zen
dc.date.issued2012-04-21en
dc.identifier.citationPistikopoulos EN, Dominguez L, Panos C, Kouramas K, Chinchuluun A (2012) Theoretical and algorithmic advances in multi-parametric programming and control. Comput Manag Sci 9: 183–203. Available: http://dx.doi.org/10.1007/s10287-012-0144-4.en
dc.identifier.issn1619-697Xen
dc.identifier.issn1619-6988en
dc.identifier.doi10.1007/s10287-012-0144-4en
dc.identifier.urihttp://hdl.handle.net/10754/599980en
dc.description.abstractThis paper presents an overview of recent theoretical and algorithmic advances, and applications in the areas of multi-parametric programming and explicit/multi-parametric model predictive control (mp-MPC). In multi-parametric programming, advances include areas such as nonlinear multi-parametric programming (mp-NLP), bi-level programming, dynamic programming and global optimization for multi-parametric mixed-integer linear programming problems (mp-MILPs). In multi-parametric/explicit MPC (mp-MPC), advances include areas such as robust multi-parametric control, multi-parametric nonlinear MPC (mp-NMPC) and model reduction in mp-MPC. A comprehensive framework for multi-parametric programming and control is also presented. Recent applications include a hydrogen storage device, a fuel cell power generation system, an unmanned autonomous vehicle (UAV) and a hybrid pressure swing adsorption (PSA) system. © 2012 Springer-Verlag.en
dc.description.sponsorshipThe financial support of European Research Council (MOBILE ERC AdvancedGrant,no:226462),EPSRC(ProjectsGR/T02560/01,EP/E047017,EP/E054285/1)andEuropeanCommis-sion (PROMATCH Marie Curie MRTN-CT-2004-512441, PRISM Marie Curie MTKI-CT-2004-512233,DIAMANTE ToK Project MTKI-CT-2005-IAP-029544, HY2SEP RTD Project 019887, CONNECTCOOP-CT-2006-031638), Air Products, CPSE Industrial Consortium and KAUST is kindly acknowledged.en
dc.publisherSpringer Natureen
dc.subjectBi-level programmingen
dc.subjectControlen
dc.subjectDynamic programmingen
dc.subjectMulti-parametric programmingen
dc.titleTheoretical and algorithmic advances in multi-parametric programming and controlen
dc.typeArticleen
dc.identifier.journalComputational Management Scienceen
dc.contributor.institutionCentre for Process Systems Engineering, London, United Kingdomen
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