Evaluation and test operation of different model predictive control approaches for an energy system

  • The increasing number of predictive model control (MPC) approaches enables a wide variety of designs. However, the question arises which approach is suitable for real operation. This paper examines two different MPC approaches based on simple and detailed models as well as using different optimization algorithms. The MPC approaches are applied and evaluated in a real energy system controlling heat pumps of variable and constant compressor speed. Due to the different characteristics, two implementation processes are required. Both approaches ensure correct system operation, even if the GA approach had to be corrected four times by rule-based intervention. The power control of the MHPs could not be strictly implemented by any approach.

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Metadaten
Author:Christina Betzold, Arno Dentel
DOI:https://doi.org/10.26868/25222708.2021.30597
ISSN:2522-2708
Parent Title (English):Building Simulation Conference Proceedings
Publisher:KU Leuven
Document Type:conference proceeding (article)
Language:English
Release Date:2024/07/19
Tag:MPC; modelling approaches; optimization approaches
Pagenumber:326 - 333
First Page:326
Last Page:333
institutes:Fakultät Maschinenbau und Versorgungstechnik
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