Registration Number
0221U100437,
0120U100518
, R & D reports
Title
Methodology for building an air quality control system based on rolling stock of public transport. Section 1. Mathematical Support
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Head
Artemchuk Volodymyr O., Кандидат технічних наук
Registration Date
05-01-2021
Organization
Pukhov Institute for Modelling in Energy Engineering National Academy of Sciences of Ukraine
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During the implementation of the scientific and technical project, an overview, generalization and systematization of existing approaches, methods and models for the construction of air quality control systems based on public transport rolling stock was carried out. The formulation and research of the problem of placement of sensors of the air quality control system on the basis of public transport rolling stock is offered. The proposed mathematical formulation of the problem takes into account the priorities and values of air pollution, socio-economic value of the territory and the distance to the nearest observation point, which allows to apply different criteria in building and optimizing air quality control system based on public transport rolling stock, take into account existing stationary points observations, etc. Methods for solving this problem are developed, based on the use of a genetic algorithm, for the generation of the initial population and the mutation method which uses, in addition to standard approaches, a greedy algorithm with various modifications, which allows as a result, in a reasonable time to solve the relevant problems for large cities with a significant number of public transport routes.
Product Description
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Popov Olexandr O
Yatsyshyn Andrii V
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2021-01-05
