journal article·2024-12-31Open access

A sensitivity analysis on the simulated measurements of traffic speed deflection devices

Arman Hamidi, Inge Hoff, Helge Mork

Abstract

As of now, there are no standard guidelines for implementing data from Traffic Speed Deflection Devices (TSDDs) into Pavement Management Systems (PMS). This is primarily due to the complexities in analysing TSDD data. Several variables might potentially influence TSDD measurements. This study evaluates the effect of changing loading configurations, moving speed, temperature and pavement structure characteristics on the measurements of TSDDs through software modelling. The viscoelastic behaviour of the surface layer and the dynamic loads applied by all the vehicle axles are reflected in the modelling process. It is shown that pavement temperature can significantly affect TSDD measurements, primarily by changing the modulus of asphalt layer. At speeds exceeding 60 km/h, the effect of vehicle speed on TSDD measurements is negligible. Among the pavement structure characteristics, the subgrade modulus has a significant effect on TSDDs’ deflection basin. Also, this study demonstrates device-specific models for estimating critical strains from TSDD data. The proposed models are validated using field measurements from a road in the Norwegian road network.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Asphalt Pavement Performance Evaluation · Infrastructure Maintenance and Monitoring · Transport Systems and Technology

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Civil and Environmental Engineering, Norwegian University of Science and Technology (NTNU), Trondheim, Norway

Funding

Norwegian University of Science and Technology

References (50)

Show source-provided references
1. 10.1177/0361198121100577410.1177/03611981211005774 ↗
2. Andersen, M.B., Larsen, J., and Rasmussen, S.N., 2022. U.S. patent No. 11,506,481. Washington, DC: U.S. Patent and Trademark Office.
3. 10.1080/10298436.2022.212834910.1080/10298436.2022.2128349 ↗
4. 10.1016/j.jtte.2020.08.00210.1016/j.jtte.2020.08.002 ↗
5. 10.1080/14680629.2010.969027410.1080/14680629.2010.9690274 ↗
6. 10.3390/ma1512432510.3390/ma15124325 ↗
7. 10.1016/j.conbuildmat.2019.07.22810.1016/j.conbuildmat.2019.07.228 ↗
8. 10.1139/cjce-2017-057010.1139/cjce-2017-0570 ↗
9. Elseifi M.A. and Zihan Z.U. 2018. Assessment of the traffic speed deflectometer in Louisiana for pavement structural evaluation (No. FHWA/LA. 18/590). Louisiana Transportation Research Center.
10. 10.1061/9780784413272.23010.1061/9780784413272.230 ↗
11. Hamidi, A., et al., 2024a. Comparative evaluation of falling weight deflectometer, traffic speed deflectometer and rapid pavement tester in deflection measurement. Transportation Research Record, 03611981241270159.
12. 10.1201/9781003402541-8810.1201/9781003402541-88 ↗
13. 10.1016/j.conbuildmat.2024.13803510.1016/j.conbuildmat.2024.138035 ↗
14. Harr, M.E., and Ng-A-Qui, N.T., 1977. Noncontract nondestructive determination of pavement deflection under moving loads. NASA STI/Recon Technical Report N, 78, 19334.
15. Huang, Y.H., 2004. Pavement analysis and design (Vol. 2, pp. 401–409). Upper Saddle River, NJ: Pearson Prentice Hall.
16. Huang B. et al. 2022. Evaluation of traffic speed deflectometer for collecting network level pavement structural data in Tennessee (No. RES2020-08). Tennessee. Department of Transportation.
17. Katicha S.W. et al. 2020. Network level pavement structural testing with the traffic speed deflectometer (No. VTRC 21-R4). Virginia Transportation Research Council (VTRC).
18. 10.1177/0361198122109457910.1177/03611981221094579 ↗
19. 10.1016/j.conbuildmat.2021.12479310.1016/j.conbuildmat.2021.124793 ↗
20. 10.1016/j.conbuildmat.2021.12573610.1016/j.conbuildmat.2021.125736 ↗
21. 10.1061/9780784482452.03810.1061/9780784482452.038 ↗
22. 10.1201/9781003222910-410.1201/9781003222910-4 ↗
23. 10.1016/j.rser.2020.11028410.1016/j.rser.2020.110284 ↗
24. 10.1080/10298436.2012.71564610.1080/10298436.2012.715646 ↗
25. 10.1061/(ASCE)TE.1943-5436.000083210.1061/(ASCE)TE.1943-5436.0000832 ↗
26. 10.1080/10298436.2018.154685810.1080/10298436.2018.1546858 ↗
27. 10.1016/j.measurement.2022.11190110.1016/j.measurement.2022.111901 ↗
28. 10.3141/2641-0910.3141/2641-09 ↗
29. 10.1177/036119811882350010.1177/0361198118823500 ↗
30. 10.1201/9781003222880-3610.1201/9781003222880-36 ↗
31. 10.1201/9781003222880-4210.1201/9781003222880-42 ↗
32. Pedersen L. 2013. Viscoelastic modelling of road deflections for use with the traffic speed deflectometer. PhD dissertation Technical University of Denmark. IMM-PHD-2013 No. 310.
33. Pellinen, T., Rowe, G., and Biswas, K., 2004. Evaluation of surface (top down) longitudinal wheel path cracking. Joint Transportation Research Program, Report FHWA/IN/JTRP-2004/6, Purdue University, West Lafayette, IN, 2004, 165 pp.
34. Raptor brochure 2020. Technical description of Ramböll Raptor Ramboll consulting engineering group Sweden.
35. 10.2777/2124910.2777/21249 ↗
36. Rohde G.T. 1994. Determining pavement structural number from FWD testing. Transportation Research Record (1448).
37. Shahin, M.Y., 2005. Pavement management for airports, roads, and parking lots (Vol. 501). New York: Springer.
38. 10.1016/j.measurement.2023.11308610.1016/j.measurement.2023.113086 ↗
39. 10.1016/j.conbuildmat.2023.13477010.1016/j.conbuildmat.2023.134770 ↗
40. 10.1080/14680629.2020.174142910.1080/14680629.2020.1741429 ↗
41. 10.1201/9781003027362-5510.1201/9781003027362-55 ↗
42. Sletten J. 2022. Temperature correction of deflection measurements on the road (Temperaturkorreksjon av nedbøyningsmålinger på vei) Master of Science Thesis Norwegian University of Science and Technology (NTNU) June 2022.
43. Thyagarajan S. et al. 2011. Development of a simplified method for interpreting surface deflections for in-service flexible pavement evaluation. In Eighth International Conference on Managing Pavement Assets Fugro Federal Highway Administration Intervial Chile CAF-Banco de Desarrollo de America Latina (No. ICMPA129).
44. TSD brochure 2023. Technical description of Greenwood TSD Greenwood Engineering A/S Denmark.
45. 10.1111/mice.1262410.1111/mice.12624 ↗
46. 10.1016/j.measurement.2021.10932610.1016/j.measurement.2021.109326 ↗
47. 10.1080/1029843080252478410.1080/10298430802524784 ↗
48. 10.1016/j.conbuildmat.2022.13005210.1016/j.conbuildmat.2022.130052 ↗
49. 10.1177/036119812091429610.1177/0361198120914296 ↗
50. 10.3141/2457-0210.3141/2457-02 ↗