Indirect process monitoring with constraint handling agents

Ilkka Seilonen; Teppo Pirttioja; Aarne Halme; Kari Koskinen; Antti Pakonen

doi:10.1109/INDIN.2006.275851

Indirect process monitoring with constraint handling agents

Ilkka Seilonen, Teppo Pirttioja, Aarne Halme, Kari Koskinen, Antti Pakonen

Helsinki University of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

2 Citations (Scopus)

18 Downloads (Pure)

Abstract

An approach to indirect process monitoring based on a society of constraint handling agents is presented in this paper. According to this approach an operator of a process automation system can define monitoring tasks which a group of agents perform proactively. The monitoring tasks are assumed to be composites and refer to several process measurements. The purpose of the monitoring agents is to enhance the work of the operator by letting him to supervise the indirect monitoring tasks instead of following a large amount of measurement data. The monitoring agents operate as a multi-agent system consisting of agents with constraint handling capabilities. The agents can setup and execute user configured monitoring tasks cooperatively. Constraints are used as one method for modeling the monitoring logic of the agents. The approach is illustrated with a test scenario using measurement data from an industrial process.

Original language	English
Title of host publication	2006 4th IEEE International Conference on Industrial Informatics, INDIN'06
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	1323-1328
ISBN (Electronic)	978-0-7803-9701-9
ISBN (Print)	978-0-7803-9700-2
DOIs	https://doi.org/10.1109/INDIN.2006.275851
Publication status	Published - 2006
MoE publication type	A4 Article in a conference publication
Event	4th IEEE International Conference on Industrial Informatics, INDIN'06 - Singapore, Singapore Duration: 16 Aug 2006 → 18 Aug 2006

Conference

Conference	4th IEEE International Conference on Industrial Informatics, INDIN'06
Country/Territory	Singapore
City	Singapore
Period	16/08/06 → 18/08/06

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10.1109/INDIN.2006.275851

Seilonen_et_al_INDIN_2006_preprintAccepted author manuscript, 260 KB

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title = "Indirect process monitoring with constraint handling agents",

abstract = "An approach to indirect process monitoring based on a society of constraint handling agents is presented in this paper. According to this approach an operator of a process automation system can define monitoring tasks which a group of agents perform proactively. The monitoring tasks are assumed to be composites and refer to several process measurements. The purpose of the monitoring agents is to enhance the work of the operator by letting him to supervise the indirect monitoring tasks instead of following a large amount of measurement data. The monitoring agents operate as a multi-agent system consisting of agents with constraint handling capabilities. The agents can setup and execute user configured monitoring tasks cooperatively. Constraints are used as one method for modeling the monitoring logic of the agents. The approach is illustrated with a test scenario using measurement data from an industrial process.",

author = "Ilkka Seilonen and Teppo Pirttioja and Aarne Halme and Kari Koskinen and Antti Pakonen",

year = "2006",

doi = "10.1109/INDIN.2006.275851",

language = "English",

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pages = "1323--1328",

booktitle = "2006 4th IEEE International Conference on Industrial Informatics, INDIN'06",

publisher = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "4th IEEE International Conference on Industrial Informatics, INDIN'06 ; Conference date: 16-08-2006 Through 18-08-2006",

}

Seilonen, I, Pirttioja, T, Halme, A, Koskinen, K & Pakonen, A 2006, Indirect process monitoring with constraint handling agents. in 2006 4th IEEE International Conference on Industrial Informatics, INDIN'06. IEEE Institute of Electrical and Electronic Engineers, pp. 1323-1328, 4th IEEE International Conference on Industrial Informatics, INDIN'06, Singapore, Singapore, 16/08/06. https://doi.org/10.1109/INDIN.2006.275851

Indirect process monitoring with constraint handling agents. / Seilonen, Ilkka; Pirttioja, Teppo; Halme, Aarne et al.
2006 4th IEEE International Conference on Industrial Informatics, INDIN'06. IEEE Institute of Electrical and Electronic Engineers, 2006. p. 1323-1328.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - Indirect process monitoring with constraint handling agents

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AU - Pirttioja, Teppo

AU - Halme, Aarne

AU - Koskinen, Kari

AU - Pakonen, Antti

PY - 2006

Y1 - 2006

N2 - An approach to indirect process monitoring based on a society of constraint handling agents is presented in this paper. According to this approach an operator of a process automation system can define monitoring tasks which a group of agents perform proactively. The monitoring tasks are assumed to be composites and refer to several process measurements. The purpose of the monitoring agents is to enhance the work of the operator by letting him to supervise the indirect monitoring tasks instead of following a large amount of measurement data. The monitoring agents operate as a multi-agent system consisting of agents with constraint handling capabilities. The agents can setup and execute user configured monitoring tasks cooperatively. Constraints are used as one method for modeling the monitoring logic of the agents. The approach is illustrated with a test scenario using measurement data from an industrial process.

AB - An approach to indirect process monitoring based on a society of constraint handling agents is presented in this paper. According to this approach an operator of a process automation system can define monitoring tasks which a group of agents perform proactively. The monitoring tasks are assumed to be composites and refer to several process measurements. The purpose of the monitoring agents is to enhance the work of the operator by letting him to supervise the indirect monitoring tasks instead of following a large amount of measurement data. The monitoring agents operate as a multi-agent system consisting of agents with constraint handling capabilities. The agents can setup and execute user configured monitoring tasks cooperatively. Constraints are used as one method for modeling the monitoring logic of the agents. The approach is illustrated with a test scenario using measurement data from an industrial process.

U2 - 10.1109/INDIN.2006.275851

DO - 10.1109/INDIN.2006.275851

M3 - Conference article in proceedings

SN - 978-0-7803-9700-2

SP - 1323

EP - 1328

BT - 2006 4th IEEE International Conference on Industrial Informatics, INDIN'06

PB - IEEE Institute of Electrical and Electronic Engineers

T2 - 4th IEEE International Conference on Industrial Informatics, INDIN'06

Y2 - 16 August 2006 through 18 August 2006

ER -

Indirect process monitoring with constraint handling agents

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