LAPSE:2023.27167v1
Published Article
LAPSE:2023.27167v1
Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining
April 4, 2023
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.
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.
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Keywords
association rule mining, Biomass, combustion products, thermal power plant
Subject
Suggested Citation
Igić S, Bošković D, Vujkov B, Igić N, Janić T, Jeličić D, Ristić V, Dumnić B. Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining. (2023). LAPSE:2023.27167v1
Author Affiliations
Igić S: Faculty for Economics and Engineering Management, University Business Academy in Novi Sad, 21000 Novi Sad, Serbia [ORCID]
Bošković D: Faculty for Economics and Engineering Management, University Business Academy in Novi Sad, 21000 Novi Sad, Serbia
Vujkov B: Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia
Igić N: Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia
Janić T: Faculty of Agriculture, University of Novi Sad, 21000 Novi Sad, Serbia
Jeličić D: Panšped doo, Novi Sad, 21000 Novi Sad, Serbia
Ristić V: Faculty of Applied Ecology Futura, University Metropolitan, 11000 Belgrade, Serbia
Dumnić B: Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia [ORCID]
Bošković D: Faculty for Economics and Engineering Management, University Business Academy in Novi Sad, 21000 Novi Sad, Serbia
Vujkov B: Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia
Igić N: Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia
Janić T: Faculty of Agriculture, University of Novi Sad, 21000 Novi Sad, Serbia
Jeličić D: Panšped doo, Novi Sad, 21000 Novi Sad, Serbia
Ristić V: Faculty of Applied Ecology Futura, University Metropolitan, 11000 Belgrade, Serbia
Dumnić B: Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia [ORCID]
Journal Name
Energies
Volume
13
Issue
21
Article Number
E5532
Year
2020
Publication Date
2020-10-22
ISSN
1996-1073
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Original Submission
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PII: en13215532, Publication Type: Journal Article
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LAPSE:2023.27167v1
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https://doi.org/10.3390/en13215532
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Apr 4, 2023
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