Study on the Influence of Environmental Conditions on Road Friction Characteristics
This study focuses on changes in the friction characteristics of paved roads under various conditions from the viewpoint of traffic safety. In general, the braking characteristics of road vehicles are examined using the μ–s characteristics of the tires. Therefore, in our research, we used three type...
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Published in | Lubricants Vol. 11; no. 7; p. 277 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
Basel
MDPI AG
01.07.2023
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Abstract | This study focuses on changes in the friction characteristics of paved roads under various conditions from the viewpoint of traffic safety. In general, the braking characteristics of road vehicles are examined using the μ–s characteristics of the tires. Therefore, in our research, we used three types of limited datasets and identified them using the Magic Formula proposed by Prof. Pacejka. Based on various experiments, it was shown that changes in the road surface environment, such as dry and wet conditions, significantly affect the μ–s characteristics, and this influence varies significantly depending on the pavement conditions. In this study, as the first stage of the analysis of these influences, it was clarified that the difference in the friction characteristics of wet and dry road surfaces varies significantly depending on the pavement surface, which is based on experimental results obtained using actual roads. As this variation is closely related to the safety of actual road traffic, we used a brush model, which is a dynamic model of the road surface and tires, to clarify the differences in this characteristic. |
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AbstractList | This study focuses on changes in the friction characteristics of paved roads under various conditions from the viewpoint of traffic safety. In general, the braking characteristics of road vehicles are examined using the μ–s characteristics of the tires. Therefore, in our research, we used three types of limited datasets and identified them using the Magic Formula proposed by Prof. Pacejka. Based on various experiments, it was shown that changes in the road surface environment, such as dry and wet conditions, significantly affect the μ–s characteristics, and this influence varies significantly depending on the pavement conditions. In this study, as the first stage of the analysis of these influences, it was clarified that the difference in the friction characteristics of wet and dry road surfaces varies significantly depending on the pavement surface, which is based on experimental results obtained using actual roads. As this variation is closely related to the safety of actual road traffic, we used a brush model, which is a dynamic model of the road surface and tires, to clarify the differences in this characteristic. |
Audience | Academic |
Author | Kaneko, Tetsuya Kageyama, Ichiro Nishio, Minoru Watanabe, Atsushi Kuriyagawa, Yukiyo Haraguchi, Tetsunori |
Author_xml | – sequence: 1 givenname: Atsushi orcidid: 0009-0001-9650-8671 surname: Watanabe fullname: Watanabe, Atsushi – sequence: 2 givenname: Ichiro surname: Kageyama fullname: Kageyama, Ichiro – sequence: 3 givenname: Yukiyo surname: Kuriyagawa fullname: Kuriyagawa, Yukiyo – sequence: 4 givenname: Tetsunori orcidid: 0000-0003-4978-4005 surname: Haraguchi fullname: Haraguchi, Tetsunori – sequence: 5 givenname: Tetsuya surname: Kaneko fullname: Kaneko, Tetsuya – sequence: 6 givenname: Minoru surname: Nishio fullname: Nishio, Minoru |
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Cites_doi | 10.3390/app12010018 10.23919/ECC.2003.7085237 10.3390/ma12081201 10.20944/preprints202208.0033.v1 10.1016/S0389-4304(01)00113-8 10.1080/00423110701485043 10.1016/0001-4575(93)90076-9 10.4271/730183 10.4236/ojce.2016.64046 10.1088/1755-1315/220/1/012016 10.1007/s40544-017-0151-0 10.4271/870421 10.1016/j.apacoust.2013.09.011 |
ContentType | Journal Article |
Copyright | COPYRIGHT 2023 MDPI AG 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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References | Andrey (ref_2) 1993; 25 Mataei (ref_4) 2016; 6 Motomatsu (ref_3) 2001; 25 ref_13 ref_12 ref_34 Pacejka (ref_19) 1992; 21 ref_10 ref_31 Alonso (ref_11) 2014; 76 ref_30 Kageyama (ref_33) 2022; 53 ref_17 (ref_25) 2022; 60 ref_16 Tuononen (ref_15) 2008; 46 Pacejka (ref_20) 1997; 27 Kageyama (ref_32) 2023; 54 ref_24 ref_23 ref_21 ref_1 Zaid (ref_29) 2019; 220 Christina (ref_7) 2020; 7 Tezuka (ref_18) 2001; 22 Fiala (ref_22) 1954; 96 ref_28 ref_27 Khalfghian (ref_8) 2017; 5 ref_26 ref_9 Morinaga (ref_14) 2010; F2010E010 ref_5 ref_6 |
References_xml | – volume: F2010E010 start-page: 1 year: 2010 ident: ref_14 article-title: Sensing Technology Tire System for Road Surface Condition Judgment publication-title: FISITA2010 Trans. contributor: fullname: Morinaga – ident: ref_28 – ident: ref_9 – ident: ref_30 doi: 10.3390/app12010018 – ident: ref_23 doi: 10.23919/ECC.2003.7085237 – ident: ref_5 – volume: 60 start-page: 2075 year: 2022 ident: ref_25 article-title: Enhancing brush tire model accuracy through friction measurements publication-title: Int. J. Veh. Mech. Mobil. – ident: ref_24 – ident: ref_26 – ident: ref_34 – ident: ref_6 doi: 10.3390/ma12081201 – volume: 96 start-page: 973 year: 1954 ident: ref_22 article-title: Seitenkraefte am rollenden Luftreifen (Lateral forces acting on pneumatic tire) publication-title: Ver. Dtsch. Ing. –VDI Z. contributor: fullname: Fiala – ident: ref_31 doi: 10.20944/preprints202208.0033.v1 – volume: 7 start-page: 237 year: 2020 ident: ref_7 article-title: Quantification of skid resistance seasonal variation in asphalt pavements publication-title: J. Traffic Transp. Eng. contributor: fullname: Christina – volume: 22 start-page: 305 year: 2001 ident: ref_18 article-title: Application of the Magic Formula Tire Model to Motorcycle Maneuverability Analysis publication-title: JSAE Rev. doi: 10.1016/S0389-4304(01)00113-8 contributor: fullname: Tezuka – volume: 25 start-page: 122 year: 2001 ident: ref_3 article-title: Characteristics of high-performance pavement and pavement diagnosis technology publication-title: J. INCE/J contributor: fullname: Motomatsu – ident: ref_1 – volume: 21 start-page: 1 year: 1992 ident: ref_19 article-title: The Magic Formula Tire Model publication-title: Int. J. Veh. Mech. Mobil. contributor: fullname: Pacejka – ident: ref_21 – volume: 46 start-page: 471 year: 2008 ident: ref_15 article-title: Optical position detection to measure trye carcass publication-title: Veh. Syst. Dyn. doi: 10.1080/00423110701485043 contributor: fullname: Tuononen – volume: 53 start-page: 213 year: 2022 ident: ref_33 article-title: Study on Measurement of Road Friction Characteristics and Estimation Method for Tire Characteristics—Relationship between Longitudinal and Lateral Forces publication-title: Trans. Soc. Automot. Eng. Jpn. contributor: fullname: Kageyama – volume: 25 start-page: 465 year: 1993 ident: ref_2 article-title: A temporal analysis of rain-related crash risk publication-title: Accid. Anal. Prev. doi: 10.1016/0001-4575(93)90076-9 contributor: fullname: Andrey – ident: ref_17 doi: 10.4271/730183 – volume: 6 start-page: 537 year: 2016 ident: ref_4 article-title: Pavement Friction and Skid Resistance Measurement Methods: A Literature Review publication-title: Open J. Civ. Eng. doi: 10.4236/ojce.2016.64046 contributor: fullname: Mataei – volume: 220 start-page: 012016 year: 2019 ident: ref_29 article-title: Evaluation of Skid Resistance Performance Using British Pendulum and Grip Tester publication-title: IOP Conf. Ser. Earth Environ. Sci. doi: 10.1088/1755-1315/220/1/012016 contributor: fullname: Zaid – volume: 5 start-page: 123 year: 2017 ident: ref_8 article-title: A Technical Survey on tire-road friction estimation publication-title: Friction doi: 10.1007/s40544-017-0151-0 contributor: fullname: Khalfghian – ident: ref_27 – ident: ref_16 doi: 10.4271/870421 – volume: 54 start-page: 594 year: 2023 ident: ref_32 article-title: Study on Evaluation of Road Friction Characteristics on Ordinary Roads publication-title: Trans. Soc. Automot. Eng. Jpn. contributor: fullname: Kageyama – ident: ref_12 – ident: ref_10 – ident: ref_13 – volume: 27 start-page: 234 year: 1997 ident: ref_20 article-title: Magic Formula Tire Model with Transient Properties publication-title: Int. J. Veh. Mech. Mobil. contributor: fullname: Pacejka – volume: 76 start-page: 407 year: 2014 ident: ref_11 article-title: On-board wet road surface identification using tire/road noise and Support Vector Machines publication-title: Appl. Acoust. doi: 10.1016/j.apacoust.2013.09.011 contributor: fullname: Alonso |
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SubjectTerms | Acoustics Dynamic models Environmental aspects environmental information Friction friction estimation Japan Lasers Light emitting diodes Measurement Mechanical properties Methods pavement Pavements road friction Road surface Roads Roads & highways Sensors Streets Tires Traffic accidents & safety Traffic safety Vehicles |
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Title | Study on the Influence of Environmental Conditions on Road Friction Characteristics |
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