Multi-agent oriented integration in distributed control system

Dariusz Choinski; Michał Senik

doi:10.1007/978-3-642-22000-5_25

Multi-agent oriented integration in distributed control system

Dariusz Choinski
, Michał Senik

Department of Automatic Control and Robotics (RAU/RAU3)

Silesian University of Technology

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

6 Citations (Scopus)

Abstract

This paper introduces a possibility of integration of Distributed Control System (DCS) by Multi-Agent System (MAS). Proposed solution is based on Java Agent Development (JADE) framework a Java based tool that supports creation of FIPA (Foundation for Intelligent Physical Agents) compliant agents. In the proposed Multi-Agent heterogeneous system the OPC plays an important role as a powerful communication technology especially dedicated for real-time DCS. Presented agents are capable of sharing their knowledge with other agents; they are capable of accomplishing tasks according to actual environment conditions. Proposed solution of the MAS implementation is a highly efficient, scalable and robust it utilizes mobility in order to ensure cooperativeness during distributed problem solving task. Finally, it has been proved that assumed Multi-Agent System considerably improves system quality, accuracy and reliability.

Original language	English
Title of host publication	Agent and Multi-Agent Systems
Subtitle of host publication	Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Proceedings
Pages	231-240
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-642-22000-5_25
Publication status	Published - 2011
Event	5th KES International Conference on Agent and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2011 - Manchester, United Kingdom Duration: 29 Jun 2011 → 1 Jul 2011

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	6682 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	5th KES International Conference on Agent and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2011
Country/Territory	United Kingdom
City	Manchester
Period	29/06/11 → 1/07/11

UN SDGs

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

SDG 9 Industry, Innovation, and Infrastructure

Keywords

Distributed Control Systems
FIPA
JADE
Multi-Agent Systems
OPC
concurrent programming
hybrid systems

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-22000-5_25

Cite this

Choinski, D., & Senik, M. (2011). Multi-agent oriented integration in distributed control system. In Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Proceedings (pp. 231-240). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6682 LNAI). https://doi.org/10.1007/978-3-642-22000-5_25

Choinski, Dariusz ; Senik, Michał. / Multi-agent oriented integration in distributed control system. Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Proceedings. 2011. pp. 231-240 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "This paper introduces a possibility of integration of Distributed Control System (DCS) by Multi-Agent System (MAS). Proposed solution is based on Java Agent Development (JADE) framework a Java based tool that supports creation of FIPA (Foundation for Intelligent Physical Agents) compliant agents. In the proposed Multi-Agent heterogeneous system the OPC plays an important role as a powerful communication technology especially dedicated for real-time DCS. Presented agents are capable of sharing their knowledge with other agents; they are capable of accomplishing tasks according to actual environment conditions. Proposed solution of the MAS implementation is a highly efficient, scalable and robust it utilizes mobility in order to ensure cooperativeness during distributed problem solving task. Finally, it has been proved that assumed Multi-Agent System considerably improves system quality, accuracy and reliability.",

keywords = "Distributed Control Systems, FIPA, JADE, Multi-Agent Systems, OPC, concurrent programming, hybrid systems",

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Choinski, D & Senik, M 2011, Multi-agent oriented integration in distributed control system. in Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6682 LNAI, pp. 231-240, 5th KES International Conference on Agent and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2011, Manchester, United Kingdom, 29/06/11. https://doi.org/10.1007/978-3-642-22000-5_25

Multi-agent oriented integration in distributed control system. / Choinski, Dariusz; Senik, Michał.
Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Proceedings. 2011. p. 231-240 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6682 LNAI).

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

TY - GEN

T1 - Multi-agent oriented integration in distributed control system

AU - Choinski, Dariusz

AU - Senik, Michał

PY - 2011

Y1 - 2011

N2 - This paper introduces a possibility of integration of Distributed Control System (DCS) by Multi-Agent System (MAS). Proposed solution is based on Java Agent Development (JADE) framework a Java based tool that supports creation of FIPA (Foundation for Intelligent Physical Agents) compliant agents. In the proposed Multi-Agent heterogeneous system the OPC plays an important role as a powerful communication technology especially dedicated for real-time DCS. Presented agents are capable of sharing their knowledge with other agents; they are capable of accomplishing tasks according to actual environment conditions. Proposed solution of the MAS implementation is a highly efficient, scalable and robust it utilizes mobility in order to ensure cooperativeness during distributed problem solving task. Finally, it has been proved that assumed Multi-Agent System considerably improves system quality, accuracy and reliability.

AB - This paper introduces a possibility of integration of Distributed Control System (DCS) by Multi-Agent System (MAS). Proposed solution is based on Java Agent Development (JADE) framework a Java based tool that supports creation of FIPA (Foundation for Intelligent Physical Agents) compliant agents. In the proposed Multi-Agent heterogeneous system the OPC plays an important role as a powerful communication technology especially dedicated for real-time DCS. Presented agents are capable of sharing their knowledge with other agents; they are capable of accomplishing tasks according to actual environment conditions. Proposed solution of the MAS implementation is a highly efficient, scalable and robust it utilizes mobility in order to ensure cooperativeness during distributed problem solving task. Finally, it has been proved that assumed Multi-Agent System considerably improves system quality, accuracy and reliability.

KW - Distributed Control Systems

KW - FIPA

KW - JADE

KW - Multi-Agent Systems

KW - OPC

KW - concurrent programming

KW - hybrid systems

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U2 - 10.1007/978-3-642-22000-5_25

DO - 10.1007/978-3-642-22000-5_25

M3 - Conference contribution

AN - SCOPUS:79960334127

SN - 9783642219993

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

SP - 231

EP - 240

BT - Agent and Multi-Agent Systems

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ER -

Choinski D, Senik M. Multi-agent oriented integration in distributed control system. In Agent and Multi-Agent Systems: Technologies and Applications - 5th KES International Conference, KES-AMSTA 2011, Proceedings. 2011. p. 231-240. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-22000-5_25

Multi-agent oriented integration in distributed control system

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this