Alexey Marusin’s scientific contributions

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Publications (1)


Statistical probability of occurrence of incidents in the city and outside it in Russia for the period 2015-
Probabilistic model for assessing accident rates
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September 2023

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75 Reads

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2 Citations

Istrazivanja i Projektovanja za Privredu

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Aleksandr Novikov

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Alexey Marusin

When working with accident rates, a specialist has to spend quite a lot of time to establish the main places of accidents, certain conditions in which they occurred, which is extremely necessary when determining measures aimed at reducing road accidents. As a result of the research, the authors processed a large amount of data - accident rates for 2015-2021, as a result of which certain dependencies were established between the considered indicators in relative data, which made it possible to develop a probabilistic model for calculating the necessary data with the ability to determine the required conditions. Based on the results obtained, the authors developed an algorithm, according to which procedures were determined when working with accident rates and an assessment of efficiency based on the calculation of the error was carried out. The results obtained allowed us to conclude that the developed probabilistic model and algorithm are effective, in view of the minimum error.

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Citations (1)


... 1. Human factor (driver fatigue and drowsiness, failure to comply with traffic rules, sudden braking, failure to maintain distance between vehicles, stress, etc.); 2. Technical reasons (vehicle malfunction, unfavorable road and weather conditions, etc.); 3. External factors (increased traffic intensity, uneven distribution of traffic flow) [8]. Some aspects may be critical for one area, but not play a significant role in another. ...

Reference:

Innovative approaches to optimizing the road safety monitoring system
Probabilistic model for assessing accident rates

Istrazivanja i Projektovanja za Privredu