Please use this identifier to cite or link to this item:
https://open.uns.ac.rs/handle/123456789/11227
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Radonić, Jelena | en_US |
dc.contributor.author | Ćulibrk, Dubravko | en_US |
dc.contributor.author | Miloradov M. | en_US |
dc.contributor.author | Kukić, Branislav | en_US |
dc.contributor.author | Sekulić M. | en_US |
dc.date.accessioned | 2020-03-03T14:43:29Z | - |
dc.date.available | 2020-03-03T14:43:29Z | - |
dc.date.issued | 2011-12-14 | - |
dc.identifier.issn | 3549836 | en_US |
dc.identifier.uri | https://open.uns.ac.rs/handle/123456789/11227 | - |
dc.description.abstract | During the thermal combustion processes of carbon-enriched organic compounds, emission of polycyclic aromatic hydrocarbons into ambient air occurs. Previous studies of atmospheric distribution of polycyclic 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 ofparticle-associated fraction, obtained for 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/TSCI100809005R | - |
dc.identifier.scopus | 2-s2.0-83155164415 | - |
dc.identifier.url | https://api.elsevier.com/content/abstract/scopus_id/83155164415 | - |
dc.description.version | Unknown | en_US |
dc.relation.lastpage | 114 | en_US |
dc.relation.firstpage | 105 | en_US |
dc.relation.issue | 1 | en_US |
dc.relation.volume | 15 | en_US |
item.grantfulltext | none | - |
item.fulltext | No Fulltext | - |
crisitem.author.dept | Fakultet tehničkih nauka, Departman za inženjerstvo zaštite životne sredine i zaštite na radu | - |
crisitem.author.dept | Fakultet tehničkih nauka, Departman za industrijsko inženjerstvo i menadžment | - |
crisitem.author.parentorg | Fakultet tehničkih nauka | - |
crisitem.author.parentorg | Fakultet tehničkih nauka | - |
Appears in Collections: | FTN Publikacije/Publications |
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