<div class="csl-bib-body">
<div class="csl-entry">Primerano, K., Mirwald, J., Lohninger, J., & Hofko, B. (2023). Characterization of long-term aged bitumen with FTIR spectroscopy and multivariate analysis methods. <i>Construction and Building Materials</i>, <i>409</i>, Article 133956. https://doi.org/10.1016/j.conbuildmat.2023.133956</div>
</div>
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dc.identifier.issn
0950-0618
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/189548
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dc.description.abstract
One of the most common techniques used to investigate bitumen aging from a chemical perspective is Fourier-Transformation Infrared (FTIR) spectroscopy. However, the majority of standard spectral interpretation simply covers the observation of single bands associated with carbonyls, sulfoxides or aromatic structures. A possibility for a more comprehensive post-processing of FTIR data is to apply multivariate analysis (MVA) methods. Although, MVA methods have already been used for classifying differently aged bitumen in the past, the deployed methods only included standard laboratory aging and failed to consider factors like reactive oxygen species or light. The purpose of this study was the investigation of aged bitumen samples with FTIR spectroscopy and subsequent data processing with MVA. Therefore, nine bituminous binders were subjected to aging with the Pressure Aging Vessel (PAV), Viennese Binder Aging (VBA) and light, followed by a characterization with FTIR spectroscopy and various MVA methods. It was possible to investigate the general structure of the acquired data and differentiate between the aging methods solely based on FTIR spectra. Furthermore, important wavenumbers for the classification were identified, including spectral features around the wavenumbers 3371, 3027, 2943, 1550 and 1324 and 848 cm^-1 1 for the original spectra. This study shows the potential of MVA to maximize the information content gained by experimental analysis and for the development of fast and easy characterization methods.
en
dc.language.iso
en
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dc.publisher
ELSEVIER SCI LTD
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dc.relation.ispartof
Construction and Building Materials
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dc.subject
Bitumen
en
dc.subject
Long-term aging
en
dc.subject
FTIR spectroscopy
en
dc.subject
PCA
en
dc.subject
PLS-DA
en
dc.subject
Random forest
en
dc.title
Characterization of long-term aged bitumen with FTIR spectroscopy and multivariate analysis methods
en
dc.type
Article
en
dc.type
Artikel
de
dcterms.dateSubmitted
2023-07-14
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dc.type.category
Original Research Article
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tuw.container.volume
409
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tuw.journal.peerreviewed
true
-
tuw.peerreviewed
true
-
tuw.researchTopic.id
M2
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tuw.researchTopic.name
Materials Characterization
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tuw.researchTopic.value
100
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dcterms.isPartOf.title
Construction and Building Materials
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tuw.publication.orgunit
E230-03 - Forschungsbereich Straßenwesen
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tuw.publication.orgunit
E164 - Institut für Chemische Technologien und Analytik
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tuw.publisher.doi
10.1016/j.conbuildmat.2023.133956
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dc.date.onlinefirst
2023-11-04
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dc.identifier.articleid
133956
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dc.identifier.eissn
1879-0526
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tuw.author.orcid
0000-0001-5978-1989
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tuw.author.orcid
0000-0001-5025-7427
-
tuw.author.orcid
0000-0002-3856-6662
-
tuw.author.orcid
0000-0002-8329-8687
-
wb.sci
true
-
wb.sciencebranch
Chemie
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wb.sciencebranch
Bauingenieurwesen
-
wb.sciencebranch
Verkehrswesen
-
wb.sciencebranch.oefos
1040
-
wb.sciencebranch.oefos
2011
-
wb.sciencebranch.oefos
2013
-
wb.sciencebranch.value
50
-
wb.sciencebranch.value
30
-
wb.sciencebranch.value
20
-
item.cerifentitytype
Publications
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item.openairecristype
http://purl.org/coar/resource_type/c_2df8fbb1
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item.grantfulltext
restricted
-
item.fulltext
no Fulltext
-
item.languageiso639-1
en
-
item.openairetype
research article
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crisitem.author.dept
E230-03 - Forschungsbereich Straßenwesen
-
crisitem.author.dept
E230-03 - Forschungsbereich Straßenwesen
-
crisitem.author.dept
E164 - Institut für Chemische Technologien und Analytik