Using Big data and artificial intelligence to solve the fire safety problem of potentially dangerous objects

Shahramanyan, Mikhail; Marchuk, Vladimir; Shrayfel, Igor; Chernyshov, Dmitry; Meskhi, Besarion; Ananova, Oxana

doi:10.1088/1757-899x/680/1/012026

Cited by 3 publications

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“…Specialists of the University note that the modern process of industrial enterprise development is an open, closed system. It carries out the load on the natural environment not only on the "input" (resources, production, waste) and "output" (consumption -waste), but also on the intermediate stages of interaction between the enterprise and the environment [11,12]. Environmental consciousness has a significant impact on the interests, motivation, degree of human labor activity and is reflected in the solution of environmental problems of our time.…”

Section: Principles Of Formation Of Professional Competence Of a Spec...mentioning

confidence: 99%

Shaping the environmental consciousness of international engineering students in class Russian language

et al. 2020

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The article is devoted to the issues of forming ecological consciousness of foreign students of technical universities at the classes on Russian as a foreign language. The article gives definition of ecological consciousness; methods of formation of competence of a future engineer as a specialist, who is aware of the necessity to observe ecological principles in his work, are studied. The statistics of student polls on environmental problems is given. Reading texts on environmental topics, preparation of monologic statement on the theme “Environmental problems of our time”, holding a discussion club, preparation of scientific reports on environmental issues, participation in an imitation role-playing game, participation in events of the university, devoted to environmental protection, help to realize the importance of the problem and the need to solve it in the professional activity of a technicalspecialist.

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Section: Principles Of Formation Of Professional Competence Of a Spec...mentioning

confidence: 99%

Shaping the environmental consciousness of international engineering students in class Russian language

et al. 2020

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Simulation model for the study of possible consequences in the occurrence of a fire in various types of buildings

et al. 2021

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This paper, describes a developed simulation model that gives the ability to simulate various situations of possible fire occurrence and study the behavior of people during their evacuation, taking into account various factors in different types of buildings, which allows the prediction of the consequences of a fire and subsequently develop rules for human behavior in extreme situations. Studies have shown that the optimization of movement during the simulation of a fire made it possible to reduce the likelihood of fire by approximately 20%, and the presence of an emergency exit reduces it by another 30%, which makes it possible to optimize the results of modeling the consequences of a fire in rooms of various types.

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A Web-Based Decision Support Systems Framework for Ill-Structured Decision Situations

Rokonuzzaman

Pramanik

Sadique

et al. 2021

J. Emerg. Manag. Disaster Commun.

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Decisions and actions in an ill-structured situation often include high-time constraints, lack of information, and poor cognitive efforts. Obtaining the necessary information through an information systems tool is supposed to be the best solution in such situations. To expose the decision situation, this study has taken the fire and civil defense service as the field of study. In exploring the required information resources, elements of the system architecture, and suitability of the proposed system in the current field, this study has resorted to the qualitative approach. To assess the dependability and performance of the systems, this study has used the RAS metrics and a black-box test. The result showed that the reliability stood within 62.70–70.00%, and its availability stood at 99.00% with a downtime of 3.65 days/year from a three-month study. As per the black-box test with standard 4G network connection, the system takes an average loading time of 1.00s for alphanumeric contents, 3.50s for images and graphics, and 5.50s for loading maps and navigations. This research evidenced that, the local emergency response and rescue units in developing countries like Bangladesh might want to use a well-designed response support system for improved acquisition, dissemination, and utilization of response information.

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Using Big data and artificial intelligence to solve the fire safety problem of potentially dangerous objects

Cited by 3 publications

References 1 publication

Shaping the environmental consciousness of international engineering students in class Russian language

Shaping the environmental consciousness of international engineering students in class Russian language

Simulation model for the study of possible consequences in the occurrence of a fire in various types of buildings

A Web-Based Decision Support Systems Framework for Ill-Structured Decision Situations

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