Optimal maintenance strategies for bituminous pavements: A case study in Vietnam using HDM-4 with gradient methods
Abstract: The paper presents a systematic approach to find optimal maintenance strategies
for pavement management systems by using the World Bank’s Highway Development and
Management System (HDM-4) combined with gradient methods proposed by Tsunokawa et
al (2005). The optimal maintenance strategy is defined as the set of optimal maintenance
options corresponding to different traffic levels and various initial pavement conditions,
which minimizes the sum of agency costs and road user costs in present value or maximizes
the net benefit to society over an analysis period. The basic data for the analysis was derived
from the Vietnamese conditions and the most sensitive parameters in HDM-4 were calibrated
into the local conditions for a basic application. The findings may help highway agencies in
better applying the right maintenance work at the right time and thus result in savings with
regard to the total transport costs to the society.
advisable before the pavement reaches a very poor condition (IRI ³ 8). The results also showed that DBST did not improve the roughness condition, but it is effective in delaying the deterioration progress, as a result of obtaining the positive NB value in comparison with the base case (only routine maintenance). 6) As indicated in the last column of Table 7, the net benefit gained over a 20-year 2 Re-DBST is also suggested for pavements with lower initial roughness with low traffic but it was applied at later years when roughness was predicted to reach 8 IRI. Journal of the Eastern Asia Society for Transportation Studies, Vol. 6, pp. 1123 - 1136, 2005 1131 analysis period was much larger for high and medium traffic roads than for low traffic roads, especially for the roads in poor and very poor condition, because for the low traffic roads with the absence of large buses and heavy trucks (as commercial basis for operating cost), the vehicle operating cost savings as a result of road improvements are much smaller for two-wheelers and passenger cars, and so leading to low net benefit gained over the analysis period. This finding suggests that the priority should be given to the roads with high or medium traffic levels, if funds are not available to provide optimum maintenance to all the traffic levels. Table 7. Optimum Maintenance Options High Traffic (AADT = 10000vpd) & HRA Initial IRI k (1) Optimum Maintenance Options (2) NB ($US mil) (3) 2 2 [2015, 2021; Ovl-30, Ovl-30] 25.08 3 2 [2008, 2016; Ovl-30, Ovl-30] 28.35 4 3 [2004, 2011, 2018; Ovl-30, Ovl-30, Ovl-30] 51.92 5 3 [2004, 2013, 2019; Ovl-50, Ovl-30, Ovl-30] 60.69 6 3 [2004, 2013, 2019; Ovl-60, Ovl-30, Ovl-30] 70.83 7 3 [2004, 2014, 2020; Ovl-70, Ovl-30, Ovl-30] 82.38 8 3 [2004, 2013, 2019; Ovl-70, Ovl-30, Ovl-30] 95.28 9 3 [2004, 2014, 2021; Re-50, Ovl-30, Ovl-30] 108.47 10 3 [2004, 2014, 2021; Re-50, Ovl-30, Ovl-30] 123.08 Medium Traffic (AADT = 4000vpd) & SBSD (1) (2) (3) 2 1 [2012; Ovl-30] 25.53 3 1 [2012; Ovl-30] 26.05 4 2 [2004, 2016; Ovl-30, Ovl-30] 34.96 5 2 [2004, 2014; Ovl-40, Ovl-30] 50.63 6 2 [2004, 2014; Ovl-50, Ovl-30] 53.67 7 2 [2004, 2012; Re-DBST, Ovl-30] 55.95 8 2 [2004, 2012; Re-DBST, Ovl-30] 59.48 9 2 [2004, 2012; Re-DBST, Ovl-30] 63.25 10 2 [2004, 2012; Re-DBST, Ovl-30] 65.90 Low Traffic (AADT = 1000vpd) & SBSD (1) (2) (3) 2 1 [2016; DBST] 0.62 3 1 [2016; DBST] 0.65 4 2 [2010, 2020; DBST, DBST] 5.71 5 1 [2009; Re-DBST] 6.02 6 1 [2009; Re-DBST] 6.19 7 1 [2007; Re-DBST] 6.75 8 1 [2004; Re-DBST] 7.11 9 1 [2004; Re-DBST] 7.70 10 1 [2004; Re-DBST] 8.39 Note: (1) “k” is the number of maintenance works applied over the analysis period (2) Ovl-30, Ovl-40, Ovl-50, Ovl-60, and Ovl-70 denote overlays with thicknesses of 30, 40, 50, 60, and 70 mm, respectively; Re-DBST and Re-50 denote reconstruction with DBST of 25 mm thickness and with 50 mm- asphalt concrete, respectively. Journal of the Eastern Asia Society for Transportation Studies, Vol. 6, pp. 1123 - 1136, 2005 1132 (3) NB is the maximum net benefit over the analysis period of the optimal maintenance option, where net benefit being defined as the saving in total transport cost over the base case. Table 8. Suitable Maintenance Works To Be Applied in the First Year for Pavements with Different Traffic Levels & Initial Conditions Initial Pav. Condition Traffic Level & Existing Pavement Type Condi- tion IRI Low Traffic & SBSD (AADT = 1000 vpd) Medium Traffic & SBSD (AADT = 4000 vpd) High Traffic & HRA (AADT = 10000 vpd) 2 Good 3 Routine Maintenance 4 Overlay 30 mm Fair 5 Overlay 40 mm Overlay 50 mm 6 Overlay 50 mm Overlay 60 mm Poor 7 8 Overlay 70 mm 9 Reconstruction with DBST Very poor 10 Reconstruction with 50 mm-asphalt concrete Figure 2. Predicted Roughness Progression under Optimal Maintenance Options High Traffic Case (AADT = 10 000 vpd) 1 2 3 4 5 6 7 8 9 10 11 20 04 20 05 20 06 20 07 20 08 20 09 20 10 20 11 20 12 20 13 20 14 20 15 20 16 20 17 20 18 20 19 20 20 20 21 20 22 20 23 Time (year) I nt er na tio na l R ou gh ne ss In de x (IR I) . Initial IRI = 2 Initial IRI = 3 Initial IRI = 4 Initial IRI = 5 Initial IRI = 6 Initial IRI = 7 Initial IRI = 8 Initial IRI = 9 Initial IRI = 10 Journal of the Eastern Asia Society for Transportation Studies, Vol. 6, pp. 1123 - 1136, 2005 1133 Figure 4. Predicted Roughness Progression under Optimal Maintenance Options Low Traffic Case (AADT = 1000 vpd) 1 2 3 4 5 6 7 8 9 10 11 20 04 20 05 20 06 20 07 20 08 20 09 20 10 20 11 20 12 20 13 20 14 20 15 20 16 20 17 20 18 20 19 20 20 20 21 20 22 20 23 Time (year) In te rn at in al R ou gh ne ss In de x (IR I) . Initial IRI = 2 Initial IRI = 3 Initial IRI = 4 Initial IRI = 5 Initial IRI = 6 Initial IRI = 7 Initial IRI = 8 Initial IRI = 9 Initial IRI = 10 Figure 3. Predicted Roughness Progression under Optimal Maintenance Options Medium Traffic Case (AADT = 4000 vpd) vpd) 1 2 3 4 5 6 7 8 9 10 11 20 04 20 05 20 06 20 07 20 08 20 09 20 10 20 11 20 12 20 13 20 14 20 15 20 16 20 17 20 18 20 19 20 20 20 21 20 22 20 23 Time (year) In te rn at io na l R ou gh ne ss In de x (IR I) . Initial IRI = 2 Initial IRI = 3 Initial IRI = 4 Initial IRI = 5 Initial IRI = 6 Initial IRI = 7 Initial IRI = 8 Initial IRI = 9 Initial IRI = 10 Journal of the Eastern Asia Society for Transportation Studies, Vol. 6, pp. 1123 - 1136, 2005 1134 5. CONCLUSIONS The paper has presented a systematic approach to investigate the suitable maintenance strategy for the pavement management system by using HDM-4 with gradient methods corresponding to the traffic levels and initial pavement conditions of bituminous pavements in the flat terrain of Vietnam. From this study, it was found that reconstruction was much more effective for badly deteriorated pavements, while other maintenance works were advisable depending on the levels of traffic and initial pavement conditions. Also, thin overlays of 30 mm along with routine maintenance were much more effective to maintain the pavements of high and medium traffic roads in good condition (IRI £ 3), while the DBST along with routine maintenance were found to be the optimum for the pavements of low traffic roads in good or even in relatively poor condition (IRI £ 7). In addition, the findings showed that the priority should be given to the roads with high or medium traffic levels, if funds are not available to provide optimum maintenance to all the traffic levels. The investigated results, thus, may help road agencies in better selecting the right maintenance works based on condition surveys and to pay more attention to routine maintenance to preserve the road network in appropriate ways. If detailed data are available and all sensitive parameters are properly calibrated according to the specific conditions of the considered regions, further examinations should be carried out to obtain more appropriate results, including different types of pavements and terrain conditions. REFERENCES AASHTO. (1993) Guide for Design of Pavement Structures. American Association of State Highway and Transportation Officials. Washington D.C. 20001. Bennett, C.R. and W.D.O. Paterson (2002) A Guide to Calibration and Adaptation. Volume V, HDM-4 Manual. World Road Association, ISOHDM, PIARC, Paris, France. HMCP (2002). Highway Management Capacity Improvement Project. The Final Report, Vietnam Road Administration, Ministry of Transportation of the Socialist Republic of Vietnam. HDM-4. (2003) Highway Development and Management Model, Version 1.3. World Road Association, ISOHDM, PIARC, Paris, France. RNIP. (2003) 10-Year Strategic Plan for National Road Network, Road Network Improvement Project. The Report, Vietnam Road Administration, and Ministry of Transportation of the Socialist Republic of Vietnam. Rolt, J. and C.C. Parkman (1997) Characterisation of Pavement Strength in HDM-III and Changes Adopted for HDM-4. TRL Project Report PR/ORC/587/97, Transport Research Laboratory, Crowthorne, UK. RTP2 (2002). Second Rural Transport Project. The Field Study Report. Ministry of Transportation of the Socialist Republic of Vietnam. TCVN 4054. (1998) The Highway Design Standards. Ministry of Transportation of the Socialist Republic of Vietnam. Journal of the Eastern Asia Society for Transportation Studies, Vol. 6, pp. 1123 - 1136, 2005 1135 The World Bank. (2003) Project Appraisal Document for Road Network Improvement Project in Vietnam. Report No. 27368-VN, The World Bank, Washington, D.C. Tsunokawa, K. and R. Ul-Islam (2003). Optimal Pavement Design and Maintenance Strategy for Developing Countries: An Analysis Using HDM-4. International Journal of Pavement Engineering, Vol. 4, pp.193-208. Tsunokawa K., D.V. Hiep, and R. Ul-Islam (2005). True Optimization of Pavement Maintenance Options Using What-If Models: An Application of Gradient Search Methods with HDM-4. Proc. of the 84th Transportation Research Board Conference, Washington, D.C. Ul-Islam, R. and K. Tsunokawa (2004). Identification of Appropriate Routine Maintenance Works for Main Roads and Local Roads using HDM-4. Proc. of the 6th International Conference on Managing Pavements (ICMP-6), Brisbane, Queensland, Australia. Watanatada T., C.G. Harral, W.D.O. Paterson, A.M. Dhareshwar, A. Bhandari, and K. Tsunokawa (1987) The Highway Design and Maintenance Standards Model, Volume 1: Description of the HDM-III Model. World Bank Publications, Washington, D.C. Journal of the Eastern Asia Society for Transportation Studies, Vol. 6, pp. 1123 - 1136, 2005 1136
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