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Cybernetics and programming

Using intelligent agents for magnetic measurements for railway infrastructure monitoring

Korobeinikov Anatolii Grigor'evich

Doctor of Technical Science

professor, Pushkov institute of terrestrial magnetism, ionosphere and radio wave propagation of the Russian Academy of Sciences St.-Petersburg Filial

199034, Russia, g. Saint Petersburg, ul. Mendeleevskaya, 1

Другие публикации этого автора

Grishentsev Aleksei Yur'evich

Doctor of Technical Science

Associate Professor, St. Petersburg National Research University of Information Technologies, Mechanics and Optics

197101, Russia, St. Petersburg, Kronverkskiy prospect, d. 49

Другие публикации этого автора

Svyatkina Mariya Nikolaevna

105005, g. Moscow, 2-ya Baumanskaya ul., d. 5




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Abstract: The paper proposes the use of the intelligent hybrid meta-agent for solving a problem of intellectualization management and information systems in rail transport. In order to ensure the safety and risk management for harmful natural and man-made situation in rail transport the authors propose to use intelligent software for management and informational support. The article reviews general structure of intelligent environment as hybrid cognitive agent consisting of four main parts. The main obstacles to the creation of intelligent monitoring systems are: lack of finance support, absence of knowledge base on pre-threshold facilities, nonexistence of specialized software and hardware. Modern sensor networks combined in multi-agent system where each individual sensor is a single agent, with its local knowledge base possess the necessary characteristics. Multi-agent system formed by multiple interacting intelligent agents can be used to solve these problems that are difficult or impossible to solve with a single agent. The article shows variants of construction of logical models of interaction between the sensors using the apparatus of multi-valued logic and bilattices.

Keywords: sensor networks, management, security, information support, rail infrastructure, monitoring, magnetic measurements, intelligent agent, multi-agent system, knowledge base
This article written in Russian. You can find full text of article in Russian here .

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