Open AccessSimulation model for assessing the risks of accidental oil spills based on cluster
Author(s) -
Г. А. Кочергин,
Ildar N. Muratov
Publication year - 2021
Publication title -
vestnik ûgorskogo gosudarstvennogo universiteta
Language(s) - English
Resource type - Journals
eISSN - 2078-9114
pISSN - 1816-9228
DOI - 10.17816/byusu20210139-47
Subject(s) - oil spill , license , pipeline transport , cluster (spacecraft) , cluster analysis , field (mathematics) , oil field , computer science , accidental , environmental science , risk analysis (engineering) , business , engineering , petroleum engineering , environmental engineering , computer network , physics , mathematics , machine learning , acoustics , pure mathematics , operating system
The paper proposes a new risk-oriented approach to the implementation of control and supervision activities in the field of regional environmental control. The issues of building a simulation model of oil spill risks assessment, implemented in the form of a digital mapof the region based on a combination of clustering methods and spatial data analysis are considered. The analysis is based on data on accidents at field oil pipelines in the license areas of Khanty-Mansi Autonomous Okrug for the period from 2014 to 2020. The result of the analysis is a digital mappublished on the Internet with authorized access and reflecting 5 levels of risk for the districts of the study area.