Regression Analysis Applied to Influence of Traffic Flow Parameters on Emissions of Combustion Products

Izdanje: Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research

DOI: 10.15308/Sinteza-2022-65-73

Oblast: Theoretical Computer Science and Artificial Intelligence Session

Stranice: 65-73

Link: https://portal.sinteza.singidunum.ac.rs/paper/844

Apstrakt:
The aim of this paper is to analyze the impact of emissions of combustion products in the area of the street network of cities. During the preparation of the paper, we start from the relations that express the dependence of the emission of characteristic compounds, toxic components: carbon monoxide, nitrogen oxides, and solid particles from various parameters related to the street environment and traffic volume. The main contribution is updating the relations to which these dependencies are expressed. The parameters in the relations are the orientation of the street, the concept of the same, whether the street is of the canyon type or not, as well as those related to the volume of traffic. Dependency relations were obtained by regression analysis. We start from the position that the coefficients along with the parameters should be checked in accordance with the greater participation of modern engines on the one hand, but also the dilapidating of vehicles on the other. In order to establish a new state, a new recording of the emission of the mentioned components is performed, on the basis of which upto- date dependencies are formed. The contribution is in the formation of new relations through regression analysis, for each component, by applying a software package developed by the author of the work on recording the obtained value of toxic components for Despot Stefan Street in Belgrade.
Ključne reči: Environmental protection, Traffic, Regression analysis
Priložene datoteke:
  • 65-73 ( veličina: 499,25 KB, broj pregleda: 176 )

Preuzimanje citata:

BibTeX format
@article{article,
  author  = {M. Marković and D. Velimirović}, 
  title   = {Regression Analysis Applied to Influence of Traffic Flow Parameters on Emissions of Combustion Products},
  journal = {Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research},
  year    = 2022,
  pages   = {65-73},
  doi     = {10.15308/Sinteza-2022-65-73}
}
RefWorks Tagged format
RT Conference Proceedings
A1 Milan Marković
A1 Dragana Velimirović
T1 Regression Analysis Applied to Influence of Traffic Flow Parameters on Emissions of Combustion Products
AD Univerzitet Singidunum, Beograd, Beograd, Srbija
YR 2022
NO doi: 10.15308/Sinteza-2022-65-73
Unapred formatirani prikaz citata
M. Marković and D. Velimirović, Regression Analysis Applied to Influence of Traffic Flow Parameters on Emissions of Combustion Products, Univerzitet Singidunum, Beograd, 2022, doi:10.15308/Sinteza-2022-65-73