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Assessing the Effect of Specimen Preparation Methods on DSR Test Results of Bitumen Using Factorial Design Analysis

Sheidaei, Maya LU orcid ; Zhu, Jiqing and Agardh, Sven LU (2024) In Materials 17(20).
Abstract
A two-level three-factor factorial design experiment was conducted to study the influences of three critical specimen preparation parameters on the measurement results of bitumen by a dynamic shear rheometer (DSR). The investigated factors were (1) the pre-heating temperature (HT) for manufacturing the specimen, (2) the bonding temperature (BT) onto the rheometer, and (3) the trimming (Trim) operation for preparing the specimen after bonding. The analysed data were the measured shear modulus |G*|, phase angle δ, and the characteristic temperatures of bitumen’s specific stiffness TX with corresponding phase angle δTX according to the European standard EN 14770:2023. Five types of bitumen were tested, including three penetration grades and... (More)
A two-level three-factor factorial design experiment was conducted to study the influences of three critical specimen preparation parameters on the measurement results of bitumen by a dynamic shear rheometer (DSR). The investigated factors were (1) the pre-heating temperature (HT) for manufacturing the specimen, (2) the bonding temperature (BT) onto the rheometer, and (3) the trimming (Trim) operation for preparing the specimen after bonding. The analysed data were the measured shear modulus |G*|, phase angle δ, and the characteristic temperatures of bitumen’s specific stiffness TX with corresponding phase angle δTX according to the European standard EN 14770:2023. Five types of bitumen were tested, including three penetration grades and two modified bitumen specimens (with polymer and wax additives). In addition, a repeatability evaluation of the test results was conducted. We found that the trimming operation for preparing the specimen has a noticeable impact when using smaller plates (PP08) for the DSR measurement. At higher test temperatures when using larger plates (PP25), the trimming operation does not significantly impact the measured parameters, in contrast to the HT and BT. Except for bitumen type 70/100, modified binders are more susceptible to variation in the analysed parameters than unmodified ones. The three-way interaction Trim:BT:HT tends to cause relatively little variation in measured data. Interactions between two factors Trim:BT, Trim:HT, and BT:HT contribute more to the fluctuation in δ value than in TX and |G*|. The variation employed in this study affects the test repeatability of wax-modified bitumen significantly; however, for unmodified binders the repeatability of TX and δTX are within 0.4–2.1 °C and 0.3–3.1°, respectively. (Less)
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author
; and
organization
publishing date
type
Contribution to journal
publication status
published
subject
in
Materials
volume
17
issue
20
pages
15 pages
publisher
MDPI AG
external identifiers
  • pmid:39459821
  • scopus:85207326919
ISSN
1996-1944
DOI
10.3390/ma17205117
language
English
LU publication?
yes
id
d378b08f-c07f-41a2-8304-456b29a94129
date added to LUP
2025-02-05 20:24:22
date last changed
2025-04-04 14:04:03
@article{d378b08f-c07f-41a2-8304-456b29a94129,
  abstract     = {{A two-level three-factor factorial design experiment was conducted to study the influences of three critical specimen preparation parameters on the measurement results of bitumen by a dynamic shear rheometer (DSR). The investigated factors were (1) the pre-heating temperature (HT) for manufacturing the specimen, (2) the bonding temperature (BT) onto the rheometer, and (3) the trimming (Trim) operation for preparing the specimen after bonding. The analysed data were the measured shear modulus |G*|, phase angle δ, and the characteristic temperatures of bitumen’s specific stiffness TX with corresponding phase angle δTX according to the European standard EN 14770:2023. Five types of bitumen were tested, including three penetration grades and two modified bitumen specimens (with polymer and wax additives). In addition, a repeatability evaluation of the test results was conducted. We found that the trimming operation for preparing the specimen has a noticeable impact when using smaller plates (PP08) for the DSR measurement. At higher test temperatures when using larger plates (PP25), the trimming operation does not significantly impact the measured parameters, in contrast to the HT and BT. Except for bitumen type 70/100, modified binders are more susceptible to variation in the analysed parameters than unmodified ones. The three-way interaction Trim:BT:HT tends to cause relatively little variation in measured data. Interactions between two factors Trim:BT, Trim:HT, and BT:HT contribute more to the fluctuation in δ value than in TX and |G*|. The variation employed in this study affects the test repeatability of wax-modified bitumen significantly; however, for unmodified binders the repeatability of TX and δTX are within 0.4–2.1 °C and 0.3–3.1°, respectively.}},
  author       = {{Sheidaei, Maya and Zhu, Jiqing and Agardh, Sven}},
  issn         = {{1996-1944}},
  language     = {{eng}},
  month        = {{10}},
  number       = {{20}},
  publisher    = {{MDPI AG}},
  series       = {{Materials}},
  title        = {{Assessing the Effect of Specimen Preparation Methods on DSR Test Results of Bitumen Using Factorial Design Analysis}},
  url          = {{http://dx.doi.org/10.3390/ma17205117}},
  doi          = {{10.3390/ma17205117}},
  volume       = {{17}},
  year         = {{2024}},
}