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Home » Issues » Archive of Issues » 2020 - 3 issue » pp. 480-496

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Russia Izhevsk
Year
2020
Volume
30
Issue
3
Pages
480-496
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Section Computer science
Title Validation of the model of adaptive control of the pedestrian flow movement in a dynamic space-limited environment
Author(-s) Kolodkin V.M.a, Chirkov B.V.a
Affiliations Udmurt State Universitya
Abstract The work is devoted to the validation of the model of adaptive control of the movement of pedestrian flows in a dynamic environment of limited space, which can be a building. An important case is considered in which the rates of change in the characteristics of the movement of a pedestrian flow and the state of the environment are close in magnitude. The concept of topological complexity is introduced to describe the inherent properties of a digital building model. Topological complexity characterizes the building from the position of connectedness of its elements. Validation is based on comparing the results of the evacuation of people from buildings obtained in the course of training fire alarms with the results of modeling the movement of pedestrian flows. When comparing, the time intervals for the release of buildings are compared. The experimental results are statistically significantly approximated by the regression model, which is used in validation. Validation made it possible to obtain a refinement coefficient of the digital model of the building, in which the results of modeling the movement of pedestrian flows correspond to the results of field observations. Validation of the model of controlled movement of pedestrian flows in a changing environment of limited space made it possible to use the model in a software and hardware complex for managing pedestrian flows, which operates in real-time advance mode.
Keywords model validation, adaptive management, building complexity, evacuation management
UDC 519.876.5, 51-77, 519.688
MSC 62-07, 93A30
DOI 10.35634/vm200309
Received 26 March 2020
Language Russian
Citation Kolodkin V.M., Chirkov B.V. Validation of the model of adaptive control of the pedestrian flow movement in a dynamic space-limited environment, Vestnik Udmurtskogo Universiteta. Matematika. Mekhanika. Komp'yuternye Nauki, 2020, vol. 30, issue 3, pp. 480-496.
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