Artificial Intelligence Approach of Modeling of PM10 Emission close to a Steel Plant

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@InProceedings{Kovacic:2013:QUALITY,

• author = "Miha Kovacic and Sandra Sencic and Uros Zuperl",
• title = "Artificial Intelligence Approach of Modeling of {PM10} Emission close to a Steel Plant",
• booktitle = "8th Research/Expert Conference with International Participations, QUALITY 2013",
• year = "2013",
• editor = "Safet Brdarevic and Sabahudin Jasarevic",
• pages = "305--310",
• address = "Neum, Bosnia and Herzegovina",
• month = "06-08 " # jun,
• organisation = "University of Zenica and Erlangen University and Quality Association of Bosnia and Herzegovina",
• keywords = "genetic algorithms, genetic programming, Steel plant, PM10 concentrations, modeling, genetic programming",
• URL = "http://www.quality.unze.ba/zbornici/QUALITY%202013/050-Q13-013.pdf",
• size = "6 pages",
• abstract = "To implement sound air quality policies, regulatory agencies require tools to evaluate the outcomes and costs associated with various emission reduction strategies. The applicability of such tools can also remain uncertain. It is furthermore known that source-receptor models cannot be implemented through deterministic modelling. The article presents an attempt of PM10 emission modeling carried close to a steel production area with the genetic programming method. The daily PM10 concentrations, daily rolling mill and steel plant production, meteorological data (wind speed and direction, hourly average, air temperature, hourly average and rainfall, daily average), weekday and month number were used for modelling during a monitoring campaign of almost half a year (23.6.2010 to 12.12.2010). The genetic programming modelling results show good agreement with measured daily PM10 concentrations.",
• notes = "http://quality.unze.ba/e/final.phps Kvalitet 2013 COBISS.SI-ID 2933499 jasarevic@mf.unze.ba; sabahudinjasarevic@yahoo.com; sbrdarevic@mf.unze.ba ASOCIJACIJA ZA KVALITET U BOSNI I HERCEGOVINI",

}

Genetic Programming entries for Miha Kovacic Sandra Sencic Uros Zuperl

Citations