TECHNICAL PAPERS
Dec 1, 2007

Relating Axle Load Spectra to Truck Gross Vehicle Weights and Volumes

Publication: Journal of Transportation Engineering
Volume 133, Issue 12

Abstract

Axle load spectra have been used to develop the mechanistic-empirical pavement design guide (M-E PDG). Use of these load spectra provides a more direct and rational approach for the analysis and design of pavement structures to estimate the effects of actual traffic on pavement response and distress. However, the demand for specific truck- and axle load-related data makes the collection of axle load spectra a very complicated, costly, and labor-intensive operation. Due to limited resources available in state and local highway agencies for traffic data collection, the M-E PDG allows for various levels of traffic data collection and analysis. These levels vary from site-specific (Level 1) to regional average (Level 3) traffic load and volume data. This paper explores the possibility of extracting axle loads from truck weight and volume data and presents a practical method of modeling axle load spectra. Axle load-related data used in the analyses cover diversified geographical locations in the United States. The results show that truck weights and proportions on a highway can be used to estimate individual axle load spectra for various axle configurations. The practical implication of these results is that truck weights, which can be measured easily or estimated from existing data, can be related to the axle loads if accurate and rational models are developed for a region based on the local truck traffic characteristics and weights. Such estimates will be superior to assuming a Level 3 input for axle load spectra in the new M-E PDG.

Get full access to this article

View all available purchase options and get full access to this article.

References

Al-Yagout, M. A., Mahoney, J. P., Pierce, L. M., and Hallenbeck, M. E. (2005). “Improving traffic characterization to enhance pavement design and performance: Load spectra development.” Final Research Rep. No. WA-RD 600.1, Washington State Transportation Center (TRAC), Univ. of Washington, Seattle.
Ayyub, B. M., and Richard, H. M. (2003). Probability, statistics and reliability for engineers and scientists, Chapman & Hall/CRC, New York.
Federal Highway Administration (FHwA). (2001). “Traffic monitoring guide.” FHwA-PL-01-021, ⟨http://www.fhwa.dot.gov/ohim/tmguide/index.htm⟩.
Federal Highway Administration (FHwA). (2002). “SPS traffic site evaluation–Pilots summary and lessons learned.” ⟨http://www.fhwa.dot.gov/pavement/pub-details.cfm?id=256⟩.
Fekpe, S. K., and Clayton, A. (1995). “Prediction of heavy-vehicle weight distributions.” J. Transp. Eng., 121(2), 158–168.
Fwa, T. F., Ang, B. W., Toh, H. S., and Goh, T. N. (1993). “Estimation of axle loads of heavy vehicles for pavement studies.” Transportation Research Record. 1388, Transportation Research Board, Washington, D.C., 70–79.
Haider, S. W., and Harichandran, R. S. (2006). “GVW distributions parameters for various truck classes.” ⟨http://www.egr.msu.edu/~harichan/papers/2007/axle-spectra.pdf⟩.
Hajek, J. J., Selezneva, O., Jiang, J. Y., and Mladenovic, G. (2002). “Improving the reliability of pavement loading estimates using the pavement loading guide.” Transportation Research Record. 1809, Transportation Research Board, Washington, D.C., 93–104.
Hajek, J. J., Selezneva, O. I., Mladenovic, G., and Jiang, Y. J. (2005). “Estimating cumulative traffic loads. II: Traffic data assessment and axle load projection for the sites with acceptable axle weight data, final report for phase 2.” FHWA-RD-03-094, Office of Infrastructure Research and Development, Federal Highway Administration 6300 Georgetown Pike, McLean, Va.
Haldar, A., and Mahadevan, S. (2002). Probability, reliability and statistical methods in engineering design, Wiley, New York.
Harrell, F. E. J. (2001). Regression model strategies with applications to linear models, logistic regression, and survival analysis, Springer Science+Business Media, Inc, New York.
Hong, F., and Prozzi, J. A. (2005). “A probabilistic rigid pavement failure study base on axle load spectra.” Presented at the 84th Annual Meeting of the Transportation Research Board (CD-ROM), Washington, D.C.
Huang, W., Sung, Y., and Lin, J. (2002). “Development of axle load distribution model for heavy vehicles.” Presented at the 81st Annual Meeting of the Transportation Research Board, Washington, D.C.
Kim, J. R., Titus-Glover, L., Darter, M. I., and Kumapley, R. K. (1998). “Axle load distribution characterization for mechanistic pavement design.” Transportation Research Record. 1629, Transportation Research Board, Washington, D.C., 13–28.
Larsen, D. A., and McDonnell, A.-M. H. (1999). “Second interim report on the installation and evaluation of weigh-in-motion utilizing quartz-piezo sensor technology.” Rep. No. 2306-2-99-7, Connecticut Dept. of Transportation, Newington, Conn.
M-EPDG. (2004). “Appendix AA: Traffic loading.” Final Rep.: Guide for Mechanistic-Empirical Design of New and Rehabilitated Pavement Structures, ARA, Inc., ERES Division, Champaign, Ill.
Mohammadi, J., and Shah, N. (1992). “Statistical evaluation of truck overloads.” J. Transp. Eng., 118(5), 651–665.
National Cooperative Highway Research Program (NCHRP)-Project-1-39. (2005). “Traffic data collection, analysis, and forecasting for mechanistic pavement design.” NCHRP Rep. No. 538, Transportation Research Board, Washington, D.C.
Tam, W. O., and Quintus, H. V. (2003). “Use of long-term pavement performance data to develop traffic defaults in support of mechanistic-empirical pavement design procedures.” Transportation Research Record. 1855, Transportation Research Board, Washington, D.C., 176–182.
TechBrief. (1998). “Why does LTPP require site-specific traffic loading data?” FHWA-RD-98-103, Washington, D.C.
Timm, D. H., Tisdale, S. M., and Turochy, R. E. (2005). “Axle load spectra characterization by mixed distribution modeling.” J. Transp. Eng., 131(2), 83–88.
VTRIS. (2005). “Vehicle travel information system.” ⟨http://fhwapap07.fhwa.dot.gov/vtris/⟩.
Wu, S.-S. (1996). “Procedure to estimate loading from weigh-in-motion data.” Transportation Research Record. 1536, Transportation Research Board, Washington, D.C., 19–24.

Information & Authors

Information

Published In

Go to Journal of Transportation Engineering
Journal of Transportation Engineering
Volume 133Issue 12December 2007
Pages: 696 - 705

History

Received: Feb 20, 2007
Accepted: Jun 18, 2007
Published online: Dec 1, 2007
Published in print: Dec 2007

Permissions

Request permissions for this article.

Authors

Affiliations

Syed Waqar Haider
Research Associate, Dept. of Civil and Environmental Engineering, Michigan State Univ., East Lansing, MI 48824. E-mail: [email protected]
Ronald S. Harichandran
Professor and Chairperson, Dept. of Civil and Environmental Engineering, Michigan State Univ., East Lansing, MI 48824. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share