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

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 p.
DOI: https://doi.org/10.15495/EPub_UBT_00008521

Official URL:

Abstract in another language

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
Institutions of the University:	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 Profile Fields > Advanced Fields > Nonlinear Dynamics Research Institutions > Central research institutes > Bayreuth Research Center for Modeling and Simulation - MODUS
Result of work at the UBT:	Yes
DDC Subjects:	500 Science > 510 Mathematics
Date Deposited:	29 Jul 2025 05:44
Last Modified:	29 Jul 2025 05:44
URI:	https://eref.uni-bayreuth.de/id/eprint/94377