A tutorial review of economic model predictive control methods

•Methods for the design of economic model predictive control (EMPC) systems.•Discussion of closed-loop stability and performance properties of various EMPC methods.•Demonstration of applicability and closed-loop properties of EMPC methods using a nonlinear chemical process example.•Broad literature...

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Bibliographic Details
Published in	Journal of process control Vol. 24; no. 8; pp. 1156 - 1178
Main Authors	Ellis, Matthew, Durand, Helen, Christofides, Panagiotis D.
Format	Journal Article
Language	English
Published	Elsevier Ltd 01.08.2014
Subjects	Economic model predictive control Nonlinear systems Process control Process economics Process optimization Process optimization Process economics Economic model predictive control Nonlinear systems Process control
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Abstract	•Methods for the design of economic model predictive control (EMPC) systems.•Discussion of closed-loop stability and performance properties of various EMPC methods.•Demonstration of applicability and closed-loop properties of EMPC methods using a nonlinear chemical process example.•Broad literature review and perspective with respect to current industrial practice. An overview of the recent results on economic model predictive control (EMPC) is presented and discussed addressing both closed-loop stability and performance for nonlinear systems. A chemical process example is used to provide a demonstration of a few of the various approaches. The paper concludes with a brief discussion of the current status of EMPC and future research directions to promote and stimulate further research potential in this area.
AbstractList	•Methods for the design of economic model predictive control (EMPC) systems.•Discussion of closed-loop stability and performance properties of various EMPC methods.•Demonstration of applicability and closed-loop properties of EMPC methods using a nonlinear chemical process example.•Broad literature review and perspective with respect to current industrial practice. An overview of the recent results on economic model predictive control (EMPC) is presented and discussed addressing both closed-loop stability and performance for nonlinear systems. A chemical process example is used to provide a demonstration of a few of the various approaches. The paper concludes with a brief discussion of the current status of EMPC and future research directions to promote and stimulate further research potential in this area.
Author	Durand, Helen Ellis, Matthew Christofides, Panagiotis D.
Author_xml	– sequence: 1 givenname: Matthew surname: Ellis fullname: Ellis, Matthew organization: Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095-1592, USA – sequence: 2 givenname: Helen surname: Durand fullname: Durand, Helen organization: Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095-1592, USA – sequence: 3 givenname: Panagiotis D. surname: Christofides fullname: Christofides, Panagiotis D. email: pdc@seas.ucla.edu organization: Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095-1592, USA
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Snippet	•Methods for the design of economic model predictive control (EMPC) systems.•Discussion of closed-loop stability and performance properties of various EMPC...
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SubjectTerms	Economic model predictive control Nonlinear systems Process control Process economics Process optimization
Title	A tutorial review of economic model predictive control methods
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