Development of a predictive rolling noise model based on pavement texture and mix volumetrics applicable to porous mixes used in motorway corridors

References

• Andriejauskas, T., Vaitkus, A., & Čygas, D. (2018). Tyre/road noise spectrum analysis of aging low noise pavements. In Proc., Euronoise Conf. Crete 2018. Brussels, Belgium: European Commission.
   Google Scholar
• Blanes, N., Fons, J., Houthuijs, D., Swart, W., de la Maza, M. S., Ramos, M. J., Castell, N., & van Kempen, E. (2017). Noise in Europe 2017: Updated assessment. In European topic centre on air pollution and climate change mitigation (ETC/ACM). Bilthoven, The Netherlands.
   Google Scholar
• Bueno, M., Luong, J., Terán, F., Viñuela, U., & Paje, S. E. (2014). Macrotexture influence on vibrational mechanisms of the tyre–road noise of an asphalt rubber pavement. International Journal of Pavement Engineering, 15(7), 606–613. https://doi.org/10.1080/10298436.2013.790547
   Web of Science ®Google Scholar
• de León, G., Del Pizzo, L. G., Teti, L., Moro, A., Bianco, F., Fredianelli, L., & Licitra, G. (2020). Evaluation of tyre/road noise and texture interaction on rubberised and conventional pavements using CPX and profiling measurements. Road Materials and Pavement Design, 21(Sup1), S91–S102. https://doi.org/10.1080/14680629.2020.1735493
   Google Scholar
• Frost, J. (2013). Multiple regression analysis: Use adjusted R-squared and predicted R-squared to include the correct number of variables. The Minitab Blog, Retrieved February 11, 2020.
   Google Scholar
• Garbarino, E., Quintero, R. R., Donatello, S., & Wolf, O. (2016). Revision of green public procurement criteria for road design, construction and maintenance. Procurement Practice Guidance document.
   Google Scholar
• Hong, S. J., Park, S. W., & Lee, S. W. (2018). Tire-pavement noise prediction using asphalt pavement texture. KSCE Journal of Civil Engineering, 22(9), 3358–3362. https://doi.org/10.1007/s12205-018-9501-3
   Web of Science ®Google Scholar
• ISO 10534-2:1998. Acoustics — Determination of sound absorption coefficient and impedance in impedance tubes — Part 2: Transfer-function method.
   Google Scholar
• ISO 11819-2:2017. Acoustics – measurement of the influence of road surfaces on traffic noise – Part 2: The close-proximity method. ISO.
   Google Scholar
• ISO 13473-2:2002. Characterization of pavement texture by use of surface profiles – Part 2: Terminology and basic requirements related to pavement texture profile analysis. ISO.
   Google Scholar
• ISO 13473-3:2002. Characterization of pavement texture by use of surface profiles — Part 3: Specification and classification of profilometers. ISO.
   Google Scholar
• ISO/TS 13473-4:2008. Characterization of pavement texture by use of surface profiles – Part 4: Spectral analysis of surface profiles. ISO.
   Google Scholar
• Knabben, R. M., Trichês, G., Gerges, S. N., & Vergara, E. F. (2016). Evaluation of sound absorption capacity of asphalt mixtures. Applied Acoustics, 114, 266–274. https://doi.org/10.1016/j.apacoust.2016.08.008
   Web of Science ®Google Scholar
• Leandri, P., & Losa, M. (2015). Peak friction prediction model based on surface texture characteristics. Transportation Research Record, 2525(1), 91–99. https://doi.org/10.3141/2525-10
   Google Scholar
• Li, M., van Keulen, W., Ceylan, H., Tang, G., van de Ven, M., & Molenaar, A. (2015). Influence of road surface characteristics on tire–road noise for thin-layer surfacings. Journal of Transportation Engineering, 141(11), 04015024. https://doi.org/10.1061/(ASCE)TE.1943-5436.0000790
   Google Scholar
• Li, T. (2018). Influencing parameters on tire–pavement interaction noise: Review, experiments, and design considerations. Designs, 2(4), 38. https://doi.org/10.3390/designs2040038
   Google Scholar
• Li, T., Burdisso, R., & Sandu, C. (2018). Literature review of models on tire-pavement interaction noise. Journal of Sound and Vibration, 420, 357–445. https://doi.org/10.1016/j.jsv.2018.01.026
   Web of Science ®Google Scholar
• Liao, G., Sakhaeifar, M. S., Heitzman, M., West, R., Waller, B., Wang, S., & Ding, Y. (2014). The effects of pavement surface characteristics on tire/pavement noise. Applied Acoustics, 76, 14–23. https://doi.org/10.1016/j.apacoust.2013.07.012
   Web of Science ®Google Scholar
• Licitra, G., Ascari, E., & Fredianelli, L. (2017). Prioritizing process in action plans: A review of approaches. Current Pollution Reports, 3(2), 151–161. https://doi.org/10.1007/s40726-017-0057-5
   Web of Science ®Google Scholar
• Losa, M., & Leandri, P. (2011). A comprehensive model to predict acoustic absorption factor of porous mixes. Materials and Structures, 45(6), 923–940. https://doi.org/10.1617/s11527-011-9808-8
   Web of Science ®Google Scholar
• Losa, M., Leandri, P., & Bacci, R. (2010). Empirical rolling noise prediction models based on pavement surface characteristics. Road Materials and Pavement Design, 11(sup1), 487–506. https://doi.org/10.1080/14680629.2010.9690343
   Google Scholar
• Losa, M., Leandri, P., & Licitra, G. (2013). Mixture design optimization of low-noise pavements. Transportation Research Record, 2372(1), 25–33. https://doi.org/10.3141/2372-04
   Google Scholar
• Miller, T., Swiertz, D., Tashman, L., Tabatabaee, N., & Bahia, H. U. (2012). Characterization of asphalt pavement surface texture. Transportation Research Record, 2295(1), 19–26. https://doi.org/10.3141/2295-03
   Google Scholar
• Montgomery, D. C. (2008). Design and analysis of experiments. John Wiley & Sons.
   Google Scholar
• Neithalath, N., Marolf, A., Weiss, J., & Olek, J. (2005). Modeling the influence of pore structure on the acoustic absorption of enhanced porosity concrete. Journal of Advanced Concrete Technology, 3(1), 29–40. https://doi.org/10.3151/jact.3.29
   Google Scholar
• Praticò, F. G. (2014). On the dependence of acoustic performance on pavement characteristics. Transportation Research Part D: Transport and Environment, 29, 79–87. https://doi.org/10.1016/j.trd.2014.04.004
   Web of Science ®Google Scholar
• Praticò, F. G., Fedele, R., & Vizzari, D. (2017). Significance and reliability of absorption spectra of quiet pavements. Construction and Building Materials, 140, 274–281. https://doi.org/10.1016/j.conbuildmat.2017.02.130
   Web of Science ®Google Scholar
• Sandberg, U., & Ejsmont, J. (2002). Tyre/road noise. Reference book.
   Google Scholar
• Sohaney, R. C., & Rasmussen, R. O. (2013). Pavement texture evaluation and relationships to rolling resistance at MnROAD (No. MN/RC 2013-16). Department of Transportation, Research Services Section.
   Google Scholar
• Teti, L., de León, G., Del Pizzo, A., Moro, A., Bianco, F., Fredianelli, L., & Licitra, G. (2020). Modelling the acoustic performance of newly laid low-noise pavements. Construction and Building Materials, 247, 118509. https://doi.org/10.1016/j.conbuildmat.2020.118509
   Web of Science ®Google Scholar
• Vázquez, V. F., Hidalgo, M. E., García-Hoz, A. M., Camara, A., Terán, F., Ruiz-Teran, A. M., & Paje, S. E. (2020). Tire/road noise, texture, and vertical accelerations: Surface assessment of an urban road. Applied Acoustics, 160, 107153. https://doi.org/10.1016/j.apacoust.2019.107153
   Web of Science ®Google Scholar
• Vieira, T., Sandberg, U., & Erlingsson, S. (2021). Negative texture, positive for the environment: Effects of horizontal grinding of asphalt pavements. Road Materials and Pavement Design, 22(1), 1–22. https://doi.org/10.1080/14680629.2019.1610476
   Web of Science ®Google Scholar
• Wang, H., Ding, Y., Liao, G., & Ai, C. (2016). Modeling and optimization of acoustic absorption for porous asphalt concrete. Journal of Engineering Mechanics, 142(4), 04016002. https://doi.org/10.1061/(ASCE)EM.1943-7889.0001037
   Web of Science ®Google Scholar
• Wu, C. J., & Hamada, M. S. (2011). Experiments: Planning, analysis, and optimization. John Wiley & Sons.
   Google Scholar