Detail publikačního výsledku

Digital twin of heat exchange station

BENEŠL, T.; HUSÁK, M.; MIHÁLIK, O.; VANCL, R.; BRADÁČ, Z.

Originální název

Digital twin of heat exchange station

Anglický název

Digital twin of heat exchange station

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

The article describes the identification of a heat exchanger system using PLC for measurement, followed by system model identification and reconstruction in Matlab Simulink and SIMIT. The root-mean-square error of the identified system was 2.49 % on training data and 5.33 % in the validation scenario. The system model is suitable for predicting and simulating errors and anomalies; it can be used for the optimisation of control processes or system parameters. Therefore, the model can serve as an educational tool, allowing training of students, operators and other experts. They can experiment without fear of damaging components and without having to wait for the long-time transients of a real system.

Anglický abstrakt

The article describes the identification of a heat exchanger system using PLC for measurement, followed by system model identification and reconstruction in Matlab Simulink and SIMIT. The root-mean-square error of the identified system was 2.49 % on training data and 5.33 % in the validation scenario. The system model is suitable for predicting and simulating errors and anomalies; it can be used for the optimisation of control processes or system parameters. Therefore, the model can serve as an educational tool, allowing training of students, operators and other experts. They can experiment without fear of damaging components and without having to wait for the long-time transients of a real system.

Klíčová slova

Heat Exchaner, SIMIT, Matlab, Digital Twin, Optimisation

Klíčová slova v angličtině

Heat Exchaner, SIMIT, Matlab, Digital Twin, Optimisation

Autoři

BENEŠL, T.; HUSÁK, M.; MIHÁLIK, O.; VANCL, R.; BRADÁČ, Z.

Rok RIV

2025

Vydáno

14.08.2024

Nakladatel

Elsevier

Místo

Brno, Czechia

Kniha

18th IFAC Conference on Programmable Devices and Embedded Systems – PDeS 2024

ISSN

2405-8963

Periodikum

IFAC-PapersOnLine

Svazek

58

Číslo

9

Stát

Spojené království Velké Británie a Severního Irska

Strany od

311

Strany do

316

Strany počet

6

URL

https://doi.org/10.1016/j.ifacol.2024.07.415

Plný text v Digitální knihovně

http://hdl.handle.net/11012/249471

BibTex

@inproceedings{BUT189139,
  author="Tomáš {Benešl} and Michal {Husák} and Ondrej {Mihálik} and Radim {Vancl} and Zdeněk {Bradáč}",
  title="Digital twin of heat exchange station",
  booktitle="18th IFAC Conference on Programmable Devices and Embedded Systems – PDeS 2024",
  year="2024",
  journal="IFAC-PapersOnLine",
  volume="58",
  number="9",
  pages="311--316",
  publisher="Elsevier",
  address="Brno, Czechia",
  doi="10.1016/j.ifacol.2024.07.415",
  issn="2405-8971",
  url="https://doi.org/10.1016/j.ifacol.2024.07.415"
}

Dokumenty

Digital twin of heat exchange station