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 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,...
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| Format: | Article |
| Language: | English |
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University in Belgrade
2013-05-01
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| Series: | Serbian Journal of Management |
| Subjects: | |
| Online Access: | http://www.sjm06.com/SJM%20ISSN1452-4864/8_1_2013_May_1_132/8_1_2013_25-38.pdf |
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| author | Marija Savić Ivan Mihajlović Živan Živković |
| author_facet | Marija Savić Ivan Mihajlović Živan Živković |
| author_sort | Marija Savić |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-12-21T09:43:41Z |
| format | Article |
| id | doaj.art-4d0783fce958483f90fe8c3cd377072d |
| institution | Directory Open Access Journal |
| issn | 1452-4864 |
| language | English |
| last_indexed | 2024-12-21T09:43:41Z |
| publishDate | 2013-05-01 |
| publisher | University in Belgrade |
| record_format | Article |
| series | Serbian Journal of Management |
| spelling | doaj.art-4d0783fce958483f90fe8c3cd377072d2022-12-21T19:08:23ZengUniversity in BelgradeSerbian Journal of Management1452-48642013-05-0181253810.5937/sjm8-3295AN ANFIS – BASED AIR QUALITY MODEL FOR PREDICTION OF SO2 CONCENTRATION IN URBAN AREAMarija SavićIvan MihajlovićŽivan ŽivkovićThis 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.http://www.sjm06.com/SJM%20ISSN1452-4864/8_1_2013_May_1_132/8_1_2013_25-38.pdfMathematical modelingANFISSO2 air concentration |
| spellingShingle | Marija Savić Ivan Mihajlović Živan Živković AN ANFIS – BASED AIR QUALITY MODEL FOR PREDICTION OF SO2 CONCENTRATION IN URBAN AREA Serbian Journal of Management Mathematical modeling ANFIS SO2 air concentration |
| title | AN ANFIS – BASED AIR QUALITY MODEL FOR PREDICTION OF SO2 CONCENTRATION IN URBAN AREA |
| title_full | AN ANFIS – BASED AIR QUALITY MODEL FOR PREDICTION OF SO2 CONCENTRATION IN URBAN AREA |
| title_fullStr | AN ANFIS – BASED AIR QUALITY MODEL FOR PREDICTION OF SO2 CONCENTRATION IN URBAN AREA |
| title_full_unstemmed | AN ANFIS – BASED AIR QUALITY MODEL FOR PREDICTION OF SO2 CONCENTRATION IN URBAN AREA |
| title_short | AN ANFIS – BASED AIR QUALITY MODEL FOR PREDICTION OF SO2 CONCENTRATION IN URBAN AREA |
| title_sort | anfis based air quality model for prediction of so2 concentration in urban area |
| topic | Mathematical modeling ANFIS SO2 air concentration |
| url | http://www.sjm06.com/SJM%20ISSN1452-4864/8_1_2013_May_1_132/8_1_2013_25-38.pdf |
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