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AN ANFIS – BASED AIR QUALITY MODEL FOR PREDICTION OF SO2 CONCENTRATION IN URBAN AREA

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Author(s): Marija Savić | Ivan Mihajlović | Živan Živković

Journal: Serbian Journal of Management
ISSN 1452-4864

Volume: 8;
Issue: 1;
Start page: 25;
Date: 2013;
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Keywords: Mathematical modeling | ANFIS | SO2 air concentration

ABSTRACT
This paper presents the results of attempt to perform modeling of SO2concentration 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 SO2concentration 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.
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