An on-line model verification system for model-based control algorithms

Tomasz Klopot; Piotr Skupin; Witold Klopot; Piotr Gacki

doi:10.1007/978-3-319-24132-6_25

An on-line model verification system for model-based control algorithms

Tomasz Klopot
, Piotr Skupin
, Witold Klopot
, Piotr Gacki

Katedra Automatyki i Robotyki (RAU/RAU3)

Silesian University of Technology
Oksydan Sp. z o.o.

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

Abstrakt

The advanced control algorithms are often based on a mathematical model of the controlled plant and the performance of the control system largely depends on the accuracy of the plant model. However, simplified phenomenological or linear models are often used in practice. Because, the accuracy of these models may differ and vary over time, it is proposed a model verification system. Its main goal is the on-line verification of the accuracy of two plant models. The system is based on a concept of cooperating agents, which are distributed over several controllers. As a result, the proposed solution can be implemented in already existing industrial control systems, where each of the programmable logic controllers (PLCs) performs its basic tasks. The verification system has been implemented and tested on the several distributed PLCs.

Język oryginału	angielski
Tytuł publikacji goszczącej	Cooperative Design, Visualization, and Engineering - 12th International Conference, CDVE 2015, Proceedings
Redaktorzy	Yuhua Luo
Wydawca	Springer Verlag
Strony	201-204
Liczba stron	4
ISBN (drukowany)	9783319241319
Identyfikatory DOI	https://doi.org/10.1007/978-3-319-24132-6_25
Status publikacji	Opublikowano - 2015
Wydarzenie	12th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2015 - Mallorca, Hiszpania Czas trwania: 20 wrz 2015 → 23 wrz 2015

Seria publikacji

Nazwa	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Tom	9320
ISSN (drukowany)	0302-9743
ISSN (elektroniczny)	1611-3349

Konferencja

Konferencja	12th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2015
Kraj/Terytorium	Hiszpania
Miejscowość	Mallorca
Okres	20/09/15 → 23/09/15

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 9 Przemysł, innowacje i infrastruktura

Obszary tematyczne ASJC Scopus

Informatyka teoretyczna
Informatyka ogólna

Uzyskaj dostęp do dokumentu

10.1007/978-3-319-24132-6_25

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

Klopot, T., Skupin, P., Klopot, W., & Gacki, P. (2015). An on-line model verification system for model-based control algorithms. W Y. Luo (Red.), Cooperative Design, Visualization, and Engineering - 12th International Conference, CDVE 2015, Proceedings (str. 201-204). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Tom 9320). Springer Verlag. https://doi.org/10.1007/978-3-319-24132-6_25

Klopot, Tomasz ; Skupin, Piotr ; Klopot, Witold i in. / An on-line model verification system for model-based control algorithms. Cooperative Design, Visualization, and Engineering - 12th International Conference, CDVE 2015, Proceedings. redaktor / Yuhua Luo. Springer Verlag, 2015. str. 201-204 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{772ae7c6bea3437bbdf2fb58b1dd88b0,

title = "An on-line model verification system for model-based control algorithms",

abstract = "The advanced control algorithms are often based on a mathematical model of the controlled plant and the performance of the control system largely depends on the accuracy of the plant model. However, simplified phenomenological or linear models are often used in practice. Because, the accuracy of these models may differ and vary over time, it is proposed a model verification system. Its main goal is the on-line verification of the accuracy of two plant models. The system is based on a concept of cooperating agents, which are distributed over several controllers. As a result, the proposed solution can be implemented in already existing industrial control systems, where each of the programmable logic controllers (PLCs) performs its basic tasks. The verification system has been implemented and tested on the several distributed PLCs.",

keywords = "Agent-based system, Distributed control system, Programmable logic controller (PLC)",

author = "Tomasz Klopot and Piotr Skupin and Witold Klopot and Piotr Gacki",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; 12th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2015 ; Conference date: 20-09-2015 Through 23-09-2015",

year = "2015",

doi = "10.1007/978-3-319-24132-6\_25",

language = "English",

isbn = "9783319241319",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "201--204",

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booktitle = "Cooperative Design, Visualization, and Engineering - 12th International Conference, CDVE 2015, Proceedings",

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Klopot, T , Skupin, P, Klopot, W & Gacki, P 2015, An on-line model verification system for model-based control algorithms. w Y Luo (red.), Cooperative Design, Visualization, and Engineering - 12th International Conference, CDVE 2015, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), tom 9320, Springer Verlag, str. 201-204, 12th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2015, Mallorca, Hiszpania, 20/09/15. https://doi.org/10.1007/978-3-319-24132-6_25

An on-line model verification system for model-based control algorithms. / Klopot, Tomasz ; Skupin, Piotr; Klopot, Witold i in.
Cooperative Design, Visualization, and Engineering - 12th International Conference, CDVE 2015, Proceedings. red. / Yuhua Luo. Springer Verlag, 2015. str. 201-204 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Tom 9320).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

TY - GEN

T1 - An on-line model verification system for model-based control algorithms

AU - Klopot, Tomasz

AU - Skupin, Piotr

AU - Klopot, Witold

AU - Gacki, Piotr

PY - 2015

Y1 - 2015

N2 - The advanced control algorithms are often based on a mathematical model of the controlled plant and the performance of the control system largely depends on the accuracy of the plant model. However, simplified phenomenological or linear models are often used in practice. Because, the accuracy of these models may differ and vary over time, it is proposed a model verification system. Its main goal is the on-line verification of the accuracy of two plant models. The system is based on a concept of cooperating agents, which are distributed over several controllers. As a result, the proposed solution can be implemented in already existing industrial control systems, where each of the programmable logic controllers (PLCs) performs its basic tasks. The verification system has been implemented and tested on the several distributed PLCs.

AB - The advanced control algorithms are often based on a mathematical model of the controlled plant and the performance of the control system largely depends on the accuracy of the plant model. However, simplified phenomenological or linear models are often used in practice. Because, the accuracy of these models may differ and vary over time, it is proposed a model verification system. Its main goal is the on-line verification of the accuracy of two plant models. The system is based on a concept of cooperating agents, which are distributed over several controllers. As a result, the proposed solution can be implemented in already existing industrial control systems, where each of the programmable logic controllers (PLCs) performs its basic tasks. The verification system has been implemented and tested on the several distributed PLCs.

KW - Agent-based system

KW - Distributed control system

KW - Programmable logic controller (PLC)

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Cooperative Design, Visualization, and Engineering - 12th International Conference, CDVE 2015, Proceedings

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ER -

Klopot T , Skupin P, Klopot W, Gacki P. An on-line model verification system for model-based control algorithms. W Luo Y, redaktor, Cooperative Design, Visualization, and Engineering - 12th International Conference, CDVE 2015, Proceedings. Springer Verlag. 2015. str. 201-204. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-24132-6_25

An on-line model verification system for model-based control algorithms

Abstrakt

Seria publikacji

Konferencja

Cele SDG ONZ

Obszary tematyczne ASJC Scopus

Uzyskaj dostęp do dokumentu

Inne pliki i linki

Fingerprint

Cytowanie