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An agent-based intelligent environmental monitoring system | | Ioannis N Athanasiadis
; Pericles A Mitkas
; | | Date: |
10 Jul 2004 | | Journal: | Management of Environmental Quality, 15(3):238-249, May 2004 DOI: 10.1108/14777830410531216 | | Subject: | Multiagent Systems; Computational Engineering, Finance, and Science | cs.MA cs.CE | | Abstract: | Fairly rapid environmental changes call for continuous surveillance and on-line decision making. There are two main areas where IT technologies can be valuable. In this paper we present a multi-agent system for monitoring and assessing air-quality attributes, which uses data coming from a meteorological station. A community of software agents is assigned to monitor and validate measurements coming from several sensors, to assess air-quality, and, finally, to fire alarms to appropriate recipients, when needed. Data mining techniques have been used for adding data-driven, customized intelligence into agents. The architecture of the developed system, its domain ontology, and typical agent interactions are presented. Finally, the deployment of a real-world test case is demonstrated. | | Source: | arXiv, cs.MA/0407024 | | Services: | Forum | Review | PDF | Favorites | |
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