Approximated Convex-lifting-based Robust Control for a Heat Exchanger

In this paper we investigate the effect of the implementation of convex-lifting-based robust control with approximated control law on a laboratory heat exchanger. The analyzed setup is the reference tracking problem of the heat exchanger output temperature. To analyze the efficiency of the approximated convex-lifting-based robust control, the tunable convex-lifting-based robust control, and the robust model predictive control were also implemented. The control performance was evaluated using the energy consumption and the corresponding carbon footprint emissions of the heat exchanger. The real-time computational complexity was evaluated based on the volume of the robust positive invariant set and the average time necessary to compute the value of the manipulated variable. The expected advantage of the robust control method is increased control performance and decreased computational complexity compared to the other designed robust controllers. This paper was funded by the European Union under Horizon Europe Grant Agreement number 101079342 (Fostering Opportunities Towards Slovak Excellence in Advanced Control for Smart Industries).The authors gratefully acknowledge the contribution of the Scientific Grant Agency of the Slovak Republic under the grants 1/0545/20, 1/0297/22, and the Slovak Research and Development Agency under the project APVV-20-0261. M. Horváthová would like to thank for financial contribution from the STU Grant scheme for Support of Young Researchers.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-23
DOI
https://doi.org/10.5281/zenodo.8038238
Primary Topic
Advanced Control Systems Optimization
Type
article
Field-Weighted Citation Impact
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article

Approximated Convex-lifting-based Robust Control for a Heat Exchanger

Zenodo (CERN European Organization for Nuclear Research)
Advanced Control Systems Optimization
article

Approximated Convex-lifting-based Robust Control for a Heat Exchanger

article en

Abstract

In this paper we investigate the effect of the implementation of convex-lifting-based robust control with approximated control law on a laboratory heat exchanger. The analyzed setup is the reference tracking problem of the heat exchanger output temperature. To analyze the efficiency of the approximated convex-lifting-based robust control, the tunable convex-lifting-based robust control, and the robust model predictive control were also implemented. The control performance was evaluated using the energy consumption and the corresponding carbon footprint emissions of the heat exchanger. The real-time computational complexity was evaluated based on the volume of the robust positive invariant set and the average time necessary to compute the value of the manipulated variable. The expected advantage of the robust control method is increased control performance and decreased computational complexity compared to the other designed robust controllers. This paper was funded by the European Union under Horizon Europe Grant Agreement number 101079342 (Fostering Opportunities Towards Slovak Excellence in Advanced Control for Smart Industries).The authors gratefully acknowledge the contribution of the Scientific Grant Agency of the Slovak Republic under the grants 1/0545/20, 1/0297/22, and the Slovak Research and Development Agency under the project APVV-20-0261. M. Horváthová would like to thank for financial contribution from the STU Grant scheme for Support of Young Researchers.

Zenodo (CERN European Organization for Nuclear Research)
Slovak University of Technology in Bratislava (SK)
Affordable and clean energy
Openalex Percentile: Top 47%
Advanced Control Systems Optimization
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Approximated Convex-lifting-based Robust Control for a Heat Exchanger · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS