Rutting Resistance of Asphalt Pavement Mixes by Finite Element Modelling and Optimisation
DOI:
https://doi.org/10.30564/jcr.v1i2.1283Abstract
Asphalt pavement rutting is a major safety concern and is one of the main distress modes of asphalt pavement. Research into asphalt pavement mixes that provide strong resistance for rutting is considered of great significance as it can help provide extended pavement life and significant cost savings in pavement maintenance and rehabilitation. The objectives of this study are to develop numerical models to investigate the rutting of asphalt concrete pavements and to find optimal design of asphalt pavement mix for rutting resistance. Three-dimensional Finite Element models were first developed to simulate both the axial compression and wheel track testing in which a visco-elastic-plastic material model was used to predict the rutting of the asphalt concrete pavements. A strain hardening creep model with the material parameters developed from experimental testing was employed to model the time-dependent characteristics of the asphalt concrete pavements. The results were validated against the previous experimental wheel track test results of different pavement mixes. Finally, optimisation techniques using the Design Of Experiments method were applied to the simulation rutting results by varying creep parameters to identify their effects on rutting resistance in order to obtain an optimal asphalt pavements mixes. The results of this paper clearly demonstrate an efficient and effective experimental-numerical method and tool set towards optimal design for asphalt concrete pavements for rutting resistance.
Keywords:
Visco-elastic-plastic; Creep; Asphalt pavement; Rutting; Wheel track testing; Finite Element modelling; Design of experiments; OptimisationReferences
[1] Yildirim,Y.,Kennedy,T.W.,(2002).Hamburg Wheel Tracking Device results on plant and field cores produced mixtures.Research Report 4185-2.Center for Transportation Research,The University
[2] of Texas at Austin.
[3] Brown,E.R.,Kandhal,S.P.,Zhang,J.,(2001).Performance testing for hot mix asphalt.National Center for Asphalt Technology,NCAT Report 01-05,Auburn,Alabama.
[4] Zaghloul,S.M.,White,T.D.,(1993).Use of three dimensional Finite Element program for flexible pavement.In Transportation Research Record 1388,60-69,TRB,National Research Council, Washington D.C.
[5] Uzarowski,L.,(2006).The development of asphalt mix creep parameters and Finite Element modelling of asphalt rutting. PhD thesis, University of Waterloo.
[6] Darabi,M.K.,Abu Al-Rub,R.K.,Masad,E.A.,Huang,C.W.,Little,D.N.,(2011).A thermoviscoelastic-viscoplastic-viscodamage constitutive model for asphaltic materials. International Journal of Solids and Structures,48,191-207.
[7] Nahi,M.H.,Kamaruddin,I.,Ismail,A.,Al-Mansob,R.A.,(2014).Finite Element model for rutting prediction in asphalt mixes in various air void contents.Journal of Applied Sciences,14,2730-
[8]
[9] Rushing,J.F.,Darabi,M.K.,Rahmani,E.,Little,D.N.,(2017).Comparing rutting of airfield pavements to simulations using pavement analysis using nonlinear damage approach (PANDA).International Journal of Pavement Engineering,18,138-159.
[10] Huang,Y.H.,(1993).Pavement analysis and design.Prentice Hall,Inc.,Englewood Cliffs,New Jersey.
[11] Betten, J.,(2005).Creep mechanics.2nd edition,Springer, Germany.
[12] Abu Al-Rub,R.K.,Darabi,M.K.,Huang,C.W.,Masad,E.A.,Little,D.N.,(2012).Comparing finite element and constitutive modelling techniques for predicting rutting of asphalt pavements.International Journal of Pavement Engineering,13,322-338.
[13] Saboo,N.,Kumar.P.,(2015).A study on creep and recovery behaviour of asphalt binders.Construction and Building Materials,96,632-640.
[14] Wang,Y.,Lu,Y.J.,Si,C.D.,Sun,T.C.,(2017).Finite element analysis for rutting prediction of asphalt concrete pavement under moving load.International Journal of Simulation Modelling,16,229-240.
[15] National Cooperative Highway Research Program,(2004).Guide for Mechanistic Empirical Design of New and Rehabilitated Pavement Structures.NCHRP,Part 2 - Design Inputs,Chapter 2,Material
[16] Characterization.
[17] May,D.L.,Gordon,A.P.,Segletes,D.S.,(2013).The application of the Norton-Bailey law for creep prediction through power law regression.Proceedings of ASME Turbo Expo 2013: Turbine Technical Conference and Exposition, San Antonio.
Downloads
Issue
Article Type
License
Copyright and Licensing
The authors shall retain the copyright of their work but allow the Publisher to publish, copy, distribute, and convey the work.
Journal of Construction Research publishes accepted manuscripts under Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). Authors who submit their papers for publication by Journal of Construction Research agree to have the CC BY-NC 4.0 license applied to their work, and that anyone is allowed to reuse the article or part of it free of charge for non-commercial use. As long as you follow the license terms and original source is properly cited, anyone may copy, redistribute the material in any medium or format, remix, transform, and build upon the material.
License Policy for Reuse of Third-Party Materials
If a manuscript submitted to the journal contains the materials which are held in copyright by a third-party, authors are responsible for obtaining permissions from the copyright holder to reuse or republish any previously published figures, illustrations, charts, tables, photographs, and text excerpts, etc. When submitting a manuscript, official written proof of permission must be provided and clearly stated in the cover letter.
The editorial office of the journal has the right to reject/retract articles that reuse third-party materials without permission.
Journal Policies on Data Sharing
We encourage authors to share articles published in our journal to other data platforms, but only if it is noted that it has been published in this journal.