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

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...

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Main Authors:	Saša Igić, Dragana Bošković, Barbara Vujkov, Nemanja Igić, Todor Janić, Dalibor Jeličić, Vladica Ristić, Boris Dumnić
Format:	Article
Language:	English
Published:	MDPI AG 2020-10-01
Series:	Energies
Subjects:	biomass thermal power plant combustion products association rule mining
Online Access:	https://www.mdpi.com/1996-1073/13/21/5532

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spelling	doaj-cb922748cdc5474d99a2961bc9942c0c2020-11-25T03:56:33ZengMDPI AGEnergies1996-10732020-10-01135532553210.3390/en13215532Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule MiningSaša Igić0Dragana Bošković1Barbara Vujkov2Nemanja Igić3Todor Janić4Dalibor Jeličić5Vladica Ristić6Boris Dumnić7Faculty for Economics and Engineering Management, University Business Academy in Novi Sad, 21000 Novi Sad, SerbiaFaculty for Economics and Engineering Management, University Business Academy in Novi Sad, 21000 Novi Sad, SerbiaFaculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, SerbiaFaculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, SerbiaFaculty of Agriculture, University of Novi Sad, 21000 Novi Sad, SerbiaPanšped doo, Novi Sad, 21000 Novi Sad, SerbiaFaculty of Applied Ecology Futura, University Metropolitan, 11000 Belgrade, SerbiaFaculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, SerbiaThe 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.https://www.mdpi.com/1996-1073/13/21/5532biomassthermal power plantcombustion productsassociation rule mining
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Saša Igić Dragana Bošković Barbara Vujkov Nemanja Igić Todor Janić Dalibor Jeličić Vladica Ristić Boris Dumnić
spellingShingle	Saša Igić Dragana Bošković Barbara Vujkov Nemanja Igić Todor Janić Dalibor Jeličić Vladica Ristić Boris Dumnić Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining Energies biomass thermal power plant combustion products association rule mining
author_facet	Saša Igić Dragana Bošković Barbara Vujkov Nemanja Igić Todor Janić Dalibor Jeličić Vladica Ristić Boris Dumnić
author_sort	Saša Igić
title	Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining
title_short	Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining
title_full	Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining
title_fullStr	Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining
title_full_unstemmed	Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining
title_sort	analysis of the correlation between combustion products in biomass thermal power plant using association rule mining
publisher	MDPI AG
series	Energies
issn	1996-1073
publishDate	2020-10-01
description	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.
topic	biomass thermal power plant combustion products association rule mining
url	https://www.mdpi.com/1996-1073/13/21/5532
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Analysis of the Correlation between Combustion Products in Biomass Thermal Power Plant Using Association Rule Mining

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