Szacowanie natężenia strumienia ruchu z wykorzystaniem pomiaru drgań powierzchni jezdni

Rafał Burdzik; Ireneusz Celiński

doi:10.7409/rabdim.022.009

Published: 2022-06-30

Vol. 21 No. 2 (2022)

Estimation of traffic flow using measurements of road surface vibrations

Rafał Burdzik

, Ireneusz Celiński

Section: Articles

https://doi.org/10.7409/rabdim.022.009

Abstract

Road traffic parameters in a selected road cross-section can be measured using various techniques. Such measurements can be made in the visible wave band, the audible frequency band or they can be based on vibrations. Most vibrations in the roadway are generated by vehicles moving in a traffic flow. This paper presents a simplified way of traffic flow measurement based on an analysis of road surface vibrations generated by vehicles. The vibrations originating from individual vehicles depend on the latter’s specifications and technical condition, as well as on the road’s pavement type, design class and condition. As part of this research an attempt at the parametrization of the traffic flow in a selected road cross-section was made using a road surface vibration analysis method. For this purpose a prototype measuring system equipped with an ADLX335 accelerometer was built. Road pavement vibration measurements acquired in this way were collated with measurement data obtained from a manual traffic recorder. The results show that the presented method is suitable for road traffic flow estimation.

Keywords:

MEMS, road, traffic flow, vibroacoustics.

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Burdzik, R., & Celiński, I. (2022). Estimation of traffic flow using measurements of road surface vibrations. Roads and Bridges - Drogi I Mosty, 21(2), 151–165. https://doi.org/10.7409/rabdim.022.009

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References

Nagurney A.: Traffic Network Equilibrium, in: Network Economics, Springer, Dordrecht, 1993, 137-165, DOI: 10.1007/978-94-011-2178-1_4
Google Scholar

Wardrop J.G.: Some Theoretical Aspects of Road Traffic Research. Proceedings of the Institute of Civil Engineers, 1, 3, 1952, 325-362, DOI: 10.1680/ipeds.1952.11259
Google Scholar

Samuelson P.A.: Spatial price equilibrium and linear programming. American Economic review, 42, 3, 1952, 283-303, http://www.jstor.org/stable/181038 (20.05.2022)
Google Scholar

May A.: Traffic Flow Fundamentals. Prentice Hall, Englewood Cliffs, 1990
Google Scholar

Taylor N.B.: The CONTRAM dynamic traffic assignment model TRL. Networks and Spatial Economics, 3, 2003, 297-322, DOI: 10.1023/A:1025394201651
Google Scholar

Kerner B.S.: The Physics of Traffic: Empirical Freeway Pattern Features, Engineering Applications, and Theory. Springer, Berlin/Heidelberg, 2004, DOI: 10.1007/978-3-540-40986-1
Google Scholar

Treiber M., Kesting A.: Traffic Flow Dynamics: Data, Models and Simulation. Springer Berlin/Heidelberg, 2013, DOI: 10.1007/978-3-642-32460-4
Google Scholar

Wang H., Ouyang M., Meng Q., Kong Q.: A traffic data collection and analysis method based on wireless sensor network. Journal on Wireless Communications and Networking, 2020, 2, 2020, DOI: 10.1186/s13638-019-1628-5
Google Scholar

Colonna P., Guaragnella C., Ranieri V., Fonzone A.: Use of Radar device in road traffic surveys. 4th International SIIV Congress – Advances in Transport Infrastructures and Stakeholders Expectations, Palermo, 2007
Google Scholar

Llorca D.F., Salinas C., Jimenez M., Parra I., Morcillo A.G., Izquierdo R., Lorenzo J., Sotelo M.A.: Two-camera based accurate vehicle speed measurement using average speed at a fixed point. 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Rio de Janeiro, 2016, 2533-2538, DOI: 10.1109/ITSC.2016.7795963
Google Scholar

Radam I., Heriyatna E.: A Correlation Analysis of Noise Level and Traffic Flow: Case of One Way Road in Banjarmasin. Asian Journal of Applied Sciences, 6, 2, 2018, 1-64, online, https://www.ajouronline.com/index.php/AJAS/article/view/5264 (20.05.2022)
Google Scholar

Daniel C.S.: Vehicle to vehicle communications: Readiness for application. National Highway Traffic Safety Administration, Washington, 2018
Google Scholar

Bazzi A., Masini B.M.L.: Taking advantage of V2V communications for traffic management. 2011 IEEE Intelligent Vehicles Symposium (IV), Baden-Baden, 2011, 504-509, DOI: 10.1109/IVS.2011.5940511
Google Scholar

Outay F., Kamoun F., Kaisser F., Alterri D.: V2V and V2I Communications for Traffic Safety and CO2 Emission Reduction: A Performance Evaluation. Procedia Computer Science, 151, 2019, 353-360, DOI: 10.1016/j.procs.2019.04.049
Google Scholar

Grabiński J., Waluś K.: The system of acquisition and archiving of motion parameters of mobile systems – an overview of measuring sensors. AUTOBUSY – Technika, Eksploatacja, Systemy Transportowe, 20, 1-2, 2019, 234-240, DOI: 10.24136/atest.2019.042
Google Scholar

Shiferaw H.M.: Measuring traffic induced ground vibration using smartphone sensors for a first hand structural health monitoring, Scientific African, 11, 2021, e00703, online, DOI: 10.1016/j.sciaf.2021.e00703
Google Scholar

Jakubczyk-Gałczyńska A., Jankowski R.: Traffic-induced vibrations. The impact on buildings and people. The 9th International Conference “Environmental engineering”, Vilnius, 2014, DOI: 10.3846/enviro.2014.028
Google Scholar

Kouroussis G., Connolly D.P., Verlinden O.: Railway-induced ground vibrations – a review of vehicle effects. International International Journal of Rail Transportation, 2, 2, 2014, 69-110, DOI: 10.1080/23248378.2014.897791
Google Scholar

Hajek J.J., Blaney Ch.T., Hein D.K.: Mitigation of highway traffic-induced vibration. Annual Conference of the Transportation Association of Canada, Charlottetown, 2006
Google Scholar

Hostettler R.: Traffic counting using measurements of road surface vibrations. Master’s thesis 2009:080, Luleĺ University of Technology, 2009, http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-45113
Google Scholar

Isaksson M.: Vehicle detection using anisotropic magnetoresistors. Master’s thesis EX034/2008, Chalmers Univeristy of Technology, Göteborg, 2007, https://hdl.handle.net/20.500.12380/70865 (20.05.2022)
Google Scholar

Ye Z., Wang L., Xu W., Gao Z., Yan G.: Monitoring Traffic Information with a Developed Acceleration Sensing Node. Sensors, 17, 12, 2017, 2817, DOI: 10.3390/s17122817
Google Scholar

Kleyko D., Hostettler R., Lyamin N., Birk W., Wiklund U., Osipov E.: Vehicle Classification using Road Side Sensors and Feature-free Data Smashing Approach. 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Rio de Janeiro, 2016, 1988-1993, DOI: 10.1109/ITSC.2016.7795877
Google Scholar

Kruszyna M., Suchy G.: A proposal for method to assess alternatives of proposed road investment in a planning phase. Roads and Bridges - Drogi i Mosty, 17, 2, 2018, 159-176, DOI:10.7409/rabdim.018.010
Google Scholar

Jaździk-Osmólska A., Smółka Ł.: Analysis of expenditure on district roads in the years 2006-2010 on the example of Małopolska province. Roads and Bridges - Drogi i Mosty, 15, 3, 2016, 179-189, DOI:10.7409/rabdim.016.011
Google Scholar

Heller S., Mechowski T., Harasim P.: Wykorzystanie badań diagnostycznych stanu nawierzchni do rozpoznania miejsc niebezpiecznych dla użytkowników drogi. Roads and Bridges - Drogi i Mosty, 9, 1, 2010, 57-75
Google Scholar

Nagórski R., Błażejowski K., Nagórska M.: Comparative analysis of deflections and strains of two road pavements with high traffic load. Roads and Bridges - Drogi i Mosty, 14, 1, 2015, 31-46, DOI:10.7409/rabdim.015.003
Google Scholar

Hua X., Gandee E.: Vibration and dynamics analysis of electric vehicle drivetrains. Journal of Low Frequency Noise, Vibration and Active Control, 40, 3, 2021, 1241-1251, DOI: 10.1177/1461348420979204
Google Scholar

Shin E.G., Ahlswede M., Muenzberg C., Suh I., Engel F.: Noise and Vibration Phenomena of On-Line Electric Vehicle. SAE 2011 Noise and Vibration Conference and Exhibition, Grand Rapids, USA, 2011, DOI: 10.4271/2011-01-1726
Google Scholar

Uttarakumari M., Koushik A.S., Raghavendra A.S., Adiga A.R., Harshita P.: Vehicle detection using acoustic signatures. 2017 International Conference on Computing, Communication and Automation, Greater Noida, India, 2017, 1173-1177, DOI: 10.1109/CCAA.2017.8229975
Google Scholar

Genuit K.: The new sounds of electric vehicles-Quieter but really better? The Journal of the Acoustical Society of America, 141, 5, 2017, 3876, DOI: 10.1121/1.4988671
Google Scholar

Forum Arduino „Stabilizing Accelerometer (ADXL335) to measure displacement?”, https://forum.arduino.cc/t/stabilizing-accelerometer-adxl335-to-measure-displacement/569416 (23.04.2022)
Google Scholar

Rafał Burdzik

rafal.burdzik@polsl.pl
http://orcid.org/0000-0002-9253-0994

Affiliation:

Silesian University of Technology, Faculty of Transport and Aviation Engineering, 8 Krasińskiego St., 40-019 Katowice

Ireneusz Celiński

Affiliation:

Silesian University of Technology, Faculty of Transport and Aviation Engineering, 8 Krasińskiego St., 40-019 Katowice

Estimation of traffic flow using measurements of road surface vibrations

Abstract

Keywords:

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Rafał Burdzik

Ireneusz Celiński