An ANFIS - based air quality model for prediction of SO2 concentration in urban area

This paper presents the results of attempt to perform modeling of SO2 concentration in urban area in vicinity of copper smelter in Bor (Serbia), using ANFIS methodological approach. The aim of obtained model was to develop a prediction tool that will be used to calculate potential SO2 concentration,...

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Bibliographic Details
Published inSerbian Journal of Management Vol. 8; no. 1; pp. 25 - 38
Main Authors Marija, Savic, Ivan, Mihajlovic, Zivan, Zivkovic
Format Journal Article
LanguageEnglish
Published Bor Univerzitet u Beogradu / University of Belgrade 01.01.2013
University in Belgrade
Subjects
ANFIS
Management science
Mathematical modeling
Metallurgy
Outdoor air quality
SO2 air concentration
Urban areas
Serbia
Bor Serbia
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Summary:This paper presents the results of attempt to perform modeling of SO2 concentration in urban area in vicinity of copper smelter in Bor (Serbia), using ANFIS methodological approach. The aim of obtained model was to develop a prediction tool that will be used to calculate potential SO2 concentration, above prescribed limitation, based on input parameters. As predictors, both technogenic and meteorological input parameters were considered. Accordingly, the dependence of SO2 concentration was modeled as the function of wind speed, wind direction, air temperature, humidity and amount sulfur emitted from the pyrometallurgical process of sulfidic copper concentration treatment.
ISSN:1452-4864
2217-7159
DOI:10.5937/sjm8-3295