Cost design for predictive controllers : theoretical considerations and application to the start-up of a combined cycle power plant

DOI zum Zitieren der Version auf EPub Bayreuth: https://doi.org/10.15495/EPub_UBT_00008521
URN to cite this document: urn:nbn:de:bvb:703-epub-8521-6

Title data

Grüne, Lars ; Höger, Matthias ; Link, Kilian:
Cost design for predictive controllers : theoretical considerations and application to the start-up of a combined cycle power plant.
Bayreuth , 2025 . - 40 S.

Format:	PDF
Name:	MPC_Cost_Design.pdf
Version:	Preprint
Available under License	German copyright law. The document may be used free of charge for personal use. In addition, the reproduction, editing, distribution and any kind of exploitation require the written consent of the respective rights holder.

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Abstract

We explain two aspects of the design of stage cost in MPC schemes. In the theoretical part of this paper, we summarize recent result for the analysis of MPC stability and performance for general cost functions based on strict dissipativity and the turnpike property. In the application part, we explain how to design an MPC controller for the challenging task of starting up a combined cycle power plant. The paper thus describes the topic from two sides and shows how the theoretical insights can inform decisions in applications.

Further data

Item Type:	Preprint, postprint
Keywords:	Model Predictive Control; stage cost; dissipativity; turnpike property; control of power systems; optimal start-up
DDC Subjects:	500 Science > 510 Mathematics
Institutions of the University:	Faculties Faculties > Faculty of Mathematics, Physics und Computer Science Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics V (Applied Mathematics) Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Mathematics V (Applied Mathematics) > Chair Mathematics V (Applied Mathematics) - Univ.-Prof. Dr. Lars Grüne Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Mathematics > Chair Applied Mathematics Profile Fields Profile Fields > Advanced Fields Profile Fields > Advanced Fields > Nonlinear Dynamics Research Institutions > Central research institutes > Bayreuth Research Center for Modeling and Simulation - MODUS Research Institutions Research Institutions > Central research institutes
Language:	English
Originates at UBT:	Yes
URN:	urn:nbn:de:bvb:703-epub-8521-6
Date Deposited:	17 Jul 2025 07:03
Last Modified:	17 Jul 2025 07:04
URI:	https://epub.uni-bayreuth.de/id/eprint/8521

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