Please use this identifier to cite or link to this item:
https://open.uns.ac.rs/handle/123456789/12636
DC Field | Value | Language |
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dc.contributor.author | Radonić, Jelena | en_US |
dc.contributor.author | Ćuubrk D. | en_US |
dc.contributor.author | Vojinović Miloradov M. | en_US |
dc.contributor.author | Kukić, Branislav | en_US |
dc.contributor.author | Turk Sekuuć M. | en_US |
dc.date.accessioned | 2020-03-03T14:49:18Z | - |
dc.date.available | 2020-03-03T14:49:18Z | - |
dc.date.issued | 2012-11-14 | - |
dc.identifier.issn | 3549836 | en_US |
dc.identifier.uri | https://open.uns.ac.rs/handle/123456789/12636 | - |
dc.description.abstract | During the thermal combustion processes of carbon-enriched organic compounds, emission of poiycyciic aromatic hydrocarbons into ambient air occurs. Previous studies of atmospheric distribution of poiycyciic aromatic hydrocarbons showed low correlation between the experimental values and Junge-Pankow theoretical adsorption model, suggesting that other approaches should be used to describe the partitioning phenomena. The paper evaluates the applicability of multivariate piece-wise-linear M5' model-tree models to the problem of gas-particle partitioning. Experimental values of particle-associatedfraction, obtainedfor 129 ambient air samples collected at 24 background, urban, and industrial sites, were compared to the prediction results obtained using M5' and the Junge-Pankow model. The M5' approach proposed and models learned are able to achieve good correlation (correlation coefficient >0.9) for some low-molecular-weight compounds, when the target is to predict the concentration of gas phase based on the particle-associated phase. When converted to particle-bound fraction values, the results, for selected compounds, are superior to those obtained by Junge-Pankow model by several orders of magnitude, in terms of the prediction error. | en_US |
dc.relation.ispartof | Thermal Science | en_US |
dc.title | Prediction of gas-particle partitioning of polycyclic aromatic hydrocarbons based on M5' model trees | en_US |
dc.type | Journal/Magazine Article | en_US |
dc.identifier.doi | 10.2298/TSCI1202551R | - |
dc.identifier.scopus | 2-s2.0-84868625537 | - |
dc.identifier.url | https://api.elsevier.com/content/abstract/scopus_id/84868625537 | - |
dc.description.version | Unknown | en_US |
dc.relation.lastpage | 560 | en_US |
dc.relation.firstpage | 551 | en_US |
dc.relation.issue | 2 | en_US |
dc.relation.volume | 16 | en_US |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
crisitem.author.dept | Departman za inženjerstvo zaštite životne sredine i zaštite na radu | - |
crisitem.author.parentorg | Fakultet tehničkih nauka | - |
Appears in Collections: | FTN Publikacije/Publications |
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