MAS-based cooperative control for biotechnological process-a case study

Dariusz Choinski; Mieczyslaw Metzger; Witold Nocon

doi:10.1007/978-3-642-03668-2_17

MAS-based cooperative control for biotechnological process-a case study

Dariusz Choinski
, Mieczyslaw Metzger
, Witold Nocon

Department of Automatic Control and Robotics (RAU/RAU3)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Citations (Scopus)

Abstract

The MAS-based control seems to be better suited for manufacturing control because of its discrete event character. Nevertheless, for continuous industrial processes the MAS-based control can be also very attractive. In this paper, a synthesis of the MAS-based control system for the continuous process is presented. A biological reactor is controlled using respirometric approach. In this approach, both standard control loops and additional experiments are performed to obtain measurements not available on-line. Therefore, the system consists of different control agents being able to cooperate or to inhibit each other in order to achieve the appropriate goals. A case study experiments are realized using an experimental wastewater treatment pilot plant.

Original language	English
Title of host publication	Holonic and Multi-Agent Systems for Manufacturing - 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, Proceedings
Pages	175-182
Number of pages	8
DOIs	https://doi.org/10.1007/978-3-642-03668-2_17
Publication status	Published - 2009
Event	4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009 - Linz, Austria Duration: 31 Aug 2009 → 2 Sept 2009

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	5696 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009
Country/Territory	Austria
City	Linz
Period	31/08/09 → 2/09/09

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 6 Clean Water and Sanitation
SDG 9 Industry, Innovation, and Infrastructure

Keywords

Biotechnological reactor
Cooperative control
Industrial application of MAS
MAS

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-03668-2_17

Cite this

Choinski, D., Metzger, M., & Nocon, W. (2009). MAS-based cooperative control for biotechnological process-a case study. In Holonic and Multi-Agent Systems for Manufacturing - 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, Proceedings (pp. 175-182). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5696 LNAI). https://doi.org/10.1007/978-3-642-03668-2_17

Choinski, Dariusz ; Metzger, Mieczyslaw ; Nocon, Witold. / MAS-based cooperative control for biotechnological process-a case study. Holonic and Multi-Agent Systems for Manufacturing - 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, Proceedings. 2009. pp. 175-182 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "The MAS-based control seems to be better suited for manufacturing control because of its discrete event character. Nevertheless, for continuous industrial processes the MAS-based control can be also very attractive. In this paper, a synthesis of the MAS-based control system for the continuous process is presented. A biological reactor is controlled using respirometric approach. In this approach, both standard control loops and additional experiments are performed to obtain measurements not available on-line. Therefore, the system consists of different control agents being able to cooperate or to inhibit each other in order to achieve the appropriate goals. A case study experiments are realized using an experimental wastewater treatment pilot plant.",

keywords = "Biotechnological reactor, Cooperative control, Industrial application of MAS, MAS",

author = "Dariusz Choinski and Mieczyslaw Metzger and Witold Nocon",

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Choinski, D, Metzger, M & Nocon, W 2009, MAS-based cooperative control for biotechnological process-a case study. in Holonic and Multi-Agent Systems for Manufacturing - 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5696 LNAI, pp. 175-182, 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, Linz, Austria, 31/08/09. https://doi.org/10.1007/978-3-642-03668-2_17

MAS-based cooperative control for biotechnological process-a case study. / Choinski, Dariusz; Metzger, Mieczyslaw; Nocon, Witold.
Holonic and Multi-Agent Systems for Manufacturing - 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, Proceedings. 2009. p. 175-182 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5696 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - MAS-based cooperative control for biotechnological process-a case study

AU - Choinski, Dariusz

AU - Metzger, Mieczyslaw

AU - Nocon, Witold

PY - 2009

Y1 - 2009

N2 - The MAS-based control seems to be better suited for manufacturing control because of its discrete event character. Nevertheless, for continuous industrial processes the MAS-based control can be also very attractive. In this paper, a synthesis of the MAS-based control system for the continuous process is presented. A biological reactor is controlled using respirometric approach. In this approach, both standard control loops and additional experiments are performed to obtain measurements not available on-line. Therefore, the system consists of different control agents being able to cooperate or to inhibit each other in order to achieve the appropriate goals. A case study experiments are realized using an experimental wastewater treatment pilot plant.

AB - The MAS-based control seems to be better suited for manufacturing control because of its discrete event character. Nevertheless, for continuous industrial processes the MAS-based control can be also very attractive. In this paper, a synthesis of the MAS-based control system for the continuous process is presented. A biological reactor is controlled using respirometric approach. In this approach, both standard control loops and additional experiments are performed to obtain measurements not available on-line. Therefore, the system consists of different control agents being able to cooperate or to inhibit each other in order to achieve the appropriate goals. A case study experiments are realized using an experimental wastewater treatment pilot plant.

KW - Biotechnological reactor

KW - Cooperative control

KW - Industrial application of MAS

KW - MAS

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U2 - 10.1007/978-3-642-03668-2_17

DO - 10.1007/978-3-642-03668-2_17

M3 - Conference contribution

AN - SCOPUS:70349459674

SN - 364203666X

SN - 9783642036668

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

SP - 175

EP - 182

BT - Holonic and Multi-Agent Systems for Manufacturing - 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, Proceedings

T2 - 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009

Y2 - 31 August 2009 through 2 September 2009

ER -

Choinski D, Metzger M, Nocon W. MAS-based cooperative control for biotechnological process-a case study. In Holonic and Multi-Agent Systems for Manufacturing - 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, Proceedings. 2009. p. 175-182. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-03668-2_17

MAS-based cooperative control for biotechnological process-a case study

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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