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Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining

Author

Listed:
  • Saša Igić

    (Faculty for Economics and Engineering Management, University Business Academy in Novi Sad, 21000 Novi Sad, Serbia)

  • Dragana Bošković

    (Faculty for Economics and Engineering Management, University Business Academy in Novi Sad, 21000 Novi Sad, Serbia)

  • Barbara Vujkov

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Nemanja Igić

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Todor Janić

    (Faculty of Agriculture, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Dalibor Jeličić

    (Panšped doo, Novi Sad, 21000 Novi Sad, Serbia)

  • Vladica Ristić

    (Faculty of Applied Ecology Futura, University Metropolitan, 11000 Belgrade, Serbia)

  • Boris Dumnić

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

Abstract

The biomass combustion process is inevitably accompanied by the emission of pollutant gasses. This paper gives a comprehensive analysis of the external variables and combustion products of the biomass plant. The analyzed data were collected from 18 MWt boiler in combined heat and power plant Sremska Mitrovica over a period of four months. The correlations between the recorded data were determined using a unique methodology, which is based on association rule mining. The results of the study can be further used for the reduction of the harmful combustion products, as well as for the optimization of the operation process.

Suggested Citation

  • Saša Igić & Dragana Bošković & Barbara Vujkov & Nemanja Igić & Todor Janić & Dalibor Jeličić & Vladica Ristić & Boris Dumnić, 2020. "Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining," Energies, MDPI, vol. 13(21), pages 1-13, October.
    • Handle: RePEc:gam:jeners:v:13:y:2020:i:21:p:5532-:d:433040
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    References listed on IDEAS

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    1. Stougie, Lydia & Tsalidis, Georgios A. & van der Kooi, Hedzer J. & Korevaar, Gijsbert, 2018. "Environmental and exergetic sustainability assessment of power generation from biomass," Renewable Energy, Elsevier, vol. 128(PB), pages 520-528.
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