Bayesian Method to Determine the Dynamic Material Characteristics of Hot-Mix Asphalt

被引：1

作者：

Mun, Sungho ^{[1
]}

Lee, Seung-Jung ^{[2
]}

机构：

[1] Seoul Natl Univ Sci & Technol, Dept Civil Engn, Seoul 139743, South Korea

[2] Korea Univ, Sch Civil Environm & Architectural Engn, Seoul 136701, South Korea

来源：

JOURNAL OF MATERIALS IN CIVIL ENGINEERING | 2015年 / 27卷 / 04期

基金：

新加坡国家研究基金会;

关键词：

Bayesian method; Dynamic modulus; Hot-mix asphalt; Impact resonance test; Linear viscoelastic material; CONCRETE; RELAXATION; MODULUS;

D O I：

10.1061/(ASCE)MT.1943-5533.0001098

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

A reliable method for determining the dynamic material characteristics of hot-mix asphalt using a Bayesian method based on Latin hypercube sampling, impact resonance testing (IRT), and the shift factor of linear viscoelastic (LVE) asphalt concrete specimens is reported. Discrete resonance moduli data were obtained from the IRT at temperatures of 5, 25, 40, and 50 degrees C. The shift factor of the LVE was used to translate the discrete points of resonance moduli to higher or lower frequencies, depending on the temperature of the specimen. Based on the temperature-frequency combinations, Bayesian statistical predictions were used to create a dynamic modulus master-curve representation, using the resonance moduli data and Latin hypercube sampling. The results for three different hot-mix asphalt mixtures were in good agreement with dynamic moduli data obtained using other testing methods. (C) 2014 American Society of Civil Engineers.

引用

页数：7

共 50 条

[1] How the Mix Factors Affect the Dynamic Modulus of Hot-Mix Asphalt
Islam, Md Rashadul
Kalevela, Sylvester A.
Mendel, Guy
JOURNAL OF COMPOSITES SCIENCE, 2019, 3 (03):
[2] Global sensitivity analysis for studying hot-mix asphalt dynamic modulus parameters
Owais, Mahmoud
Moussa, Ghada S.
CONSTRUCTION AND BUILDING MATERIALS, 2024, 413
[3] Bimodular Analysis of Hot-Mix Asphalt
Katicha, Samer W.
Flintsch, Gerardo W.
Loulizi, Amara
ROAD MATERIALS AND PAVEMENT DESIGN, 2010, 11 (04) : 917 - 946
[4] Toughening characteristics of plastic fiber-reinforced hot-mix asphalt mixtures
Yoo, Pyeong Jun
Ohm, Byung Sik
Choi, Ji Young
KSCE JOURNAL OF CIVIL ENGINEERING, 2012, 16 (05) : 751 - 758
[5] Preprocessing and postprocessing analysis for hot-mix asphalt dynamic modulus experimental data
Owais, Mahmoud
CONSTRUCTION AND BUILDING MATERIALS, 2024, 450
[6] Effects of Reclaimed Asphalt Pavement on Hot-mix Asphalt
Islam, Md Rashadul
Mannan, Umme A.
Rahman, Asm A.
Tarefder, Rafiqul A.
ADVANCES IN CIVIL ENGINEERING MATERIALS, 2014, 3 (01): : 291 - 307
[7] Measuring the cross-anisotropy of hot-mix asphalt
Islam, Md Rashadul
Ahmed, Mesbah U.
Tarefder, Rafiqul A.
INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING, 2016, 17 (03) : 265 - 274
[8] Development of hot-mix asphalt performance criteria for Indiana
Pellinen, Terhi K.
Xiao, Shangzhi
2006 JOURNAL OF THE ASSOCIATION OF ASPHALT PAVING TECHNOLOGISTS: FROM THE PROCEEDINGS OF THE TECHNICAL SESSIONS, VOL 75, 2006, 75 : 1 - +
[9] Rutting response of hot-mix asphalt to generalized dynamic shear moduli of asphalt binder
Wong, WG
Han, HF
He, GP
Wang, KCP
Lu, WM
CONSTRUCTION AND BUILDING MATERIALS, 2004, 18 (06) : 399 - 408
[10] Field evaluation of Witczak and Hirsch models for predicting dynamic modulus of hot-mix asphalt
Dongré, R
Myers, L
D'Angelo, J
Paugh, C
Gudimettla, J
2005 JOURNAL OF THE ASSOCIATION OF ASPHALT PAVING TECHNOLOGISTS: FROM THE PROCEEDINGS OF THE TECHNICAL SESSIONS, VOL 74, 2005, 74 : 381 - 442

← 1 2 3 4 5 →