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COMMAS (COndition Monitoring Multi-Agent System)

Mangina, E. and McArthur, S.D.J. and McDonald, J.R. (2001) COMMAS (COndition Monitoring Multi-Agent System). Autonomous Agents and Multi-Agent Systems, 4 (3). pp. 279-282. ISSN 1387-2532

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Abstract

The application of intelligent systems for data interpretation and condition monitoring is an advancing field of research. In recent years autonomous intelligent agents and multi-agent systems have gained much attention within different real time applications. The novel idea of COMMAS (COndition Monitoring Multi-Agent System) introduces a hierarchical decentralised multi-agent architecture developed for data interpretation and condition monitoring applications. By definition condition monitoring is concerned with detecting and distinguishing faults occurring in plant that is being monitored [1]; therefore the early diagnosis and identification of faults has a number of benefits (improvement in the plant economy, reduction in operational costs, improving the level of safety etc). A variety of intelligent techniques have been applied in plant monitoring, which resulted in the development of centralised approaches for condition monitoring, e.g., Knowledge Based Systems (KBS) [2], Model Based Reasoning (MBR) Systems [3], Case Based Reasoning (CBR) Systems [4], Artificial Neural Networks (ANN) [5] etc. These approaches tend to be fixed, so they lack flexibility and extensibility. Moving to an agent-based architecture allows simultaneous complex tasks to be performed in real-time; better handling of inaccurate data is achieved and each agent can be independently updated.

Item type: Article
ID code: 7028
Keywords: multi-agent systems, power plant, knowledge based systems, intelligent agents, Electrical engineering. Electronics Nuclear engineering, Artificial Intelligence
Subjects: Technology > Electrical engineering. Electronics Nuclear engineering
Department: Faculty of Engineering > Electronic and Electrical Engineering
Unknown Department
Professional Services > Corporate Services Directorate
Related URLs:
    Depositing user: Strathprints Administrator
    Date Deposited: 16 Oct 2008
    Last modified: 04 Sep 2014 14:27
    URI: http://strathprints.strath.ac.uk/id/eprint/7028

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