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Estimation of tire-road contact forces through a model-based approach employing strain measurements. (English) Zbl 1528.74084

Summary: The employment of intelligent tires to test the vehicle performances is ever-increasing in the last years. Many research activities have been made to correlate measurements provided by sensors to the tire dynamics. In this paper, a novel tire-road forces estimation technique is presented. The developed estimator is based on an approximation of the well-known Flexible Ring Tire Model (FRTM) and therefore, it is suitable for real-time normal and tangential forces identification. Only the tread band strain measurements are employed in the developed algorithm which can estimate the tire-road forces at every wheel revolution. The tool is validated through both numerical and experimental tests. The results indicate that the developed estimation algorithm, obtained by a mathematical inversion of the FRTM, can be employed as a monitoring tool for tires and vehicles.

MSC:

74M15 Contact in solid mechanics
74S99 Numerical and other methods in solid mechanics
74-05 Experimental work for problems pertaining to mechanics of deformable solids

References:

[1] Maurya, D.; Khaleghian, S.; Sriramdas, R.; Kumar, P.; Kishore, RA; Kang, MG; Kumar, V.; Song, H-C; Lee, S-Y; Yan, Y.; Park, J-M; Taheri, S.; Priya, S., 3D printed graphene-based self-powered strain sensors for smart tires in autonomous vehicles, Nature Commun, 11, 1, 1-10 (2020) · doi:10.1038/s41467-020-19088-y
[2] Matilainen MJ, Tuononen AJ (2011) Tire friction potential estimation from measured tie rod forces. In: IEEE intelligent vehicles symposium, proceedings, art. no. 5940528, pp 320-325
[3] Khaleghian, S.; Ghasemalizadeh, O.; Taheri, S., Estimation of the tire contact patch length and normal load using intelligent tires and its application in small ground robot to estimate the tire-road friction, Tire Sci Technol, 44, 4, 248-261 (2016) · doi:10.2346/tire.16.440402
[4] Niskanen, AJ; Tuononen, AJ, Three 3-axis accelerometers fixed inside the tyre for studying contact patch deformations in wet conditions, Vehicle Syst Dyn, 52, 1, 287-298 (2014) · doi:10.1080/00423114.2014.898777
[5] Singh, KB; Arat, MA; Taheri, S., An intelligent tire-based tire-road friction estimation technique and adaptive wheel slip controller for antilock brake system, J Dyn Syst Measure Control Trans ASME, 135, 3, 26 (2013)
[6] Erdogan, G.; Alexander, L.; Rajamani, R., Estimation of tire-road friction coefficient using a novel wireless piezoelectric tire sensor, IEEE Sens J, 11, 2, 267-279 (2011) · doi:10.1109/JSEN.2010.2053198
[7] Hollingum, J., Autonomous radio sensor points to new applications, Sens Rev, 21, 2, 104-106 (2001) · doi:10.1108/02602280110388270
[8] Tuononen, A., Optical position detection to measure tyre carcass deflections, Veh Syst Dyn, 46, 471-481 (2008) · doi:10.1080/00423110701485043
[9] Tuononen A (2009) Optical position detection to measure tire carcass deflections and implementation for vehicle state estimation [Ph.D. thesis]. Espoo: Helsinki University of Technology
[10] Lee, H.; Taheri, S., Intelligent tires-a review of tire characterization literature, IEEE Intell Transp Syst Mag, 9, 2, 114-135 (2017) · doi:10.1109/MITS.2017.2666584
[11] Roveri, N.; Pepe, G.; Carcaterra, A., OPTYRE - a new technology for tire monitoring: evidence of contact patch phenomena, Mech Syst Signal Process, 66-67, 793-810 (2016) · doi:10.1016/j.ymssp.2015.06.019
[12] Breglio, G.; Fienga, F.; Irace, A., Fiber Bragg gratings for strain and temperature measurements in a smart tire, Lect Notes Eng Comput Sci, 2230, 759-763 (2017)
[13] Garcia-Pozuelo D, Yunta J, Olatunbosun O, et al (2017) A strain-based method to estimate slip angle and tire working conditions for intelligent tires using fuzzy logic. Sensors. 17(4). art. no. 874.
[14] Garcia-Pozuelo D, Olatunbosun O, Yunta J, et al (2017) A novel strain-based method to estimate tire conditions using fuzzy logic for intelligent tires. Sensors. 17(2). art. no. 350
[15] Morinaga H (2006) The possibility of intelligent tire (Technology of contact area information sensing). FISITA2006 Transactions. https://cir.nii.ac.jp/crid/1570572699318267392
[16] Mendoza-Petit, MF; Garcia-Pozuelo, D.; Diaz, V.; Olatunbosun, O., A strain-based method to estimate tire parameters for intelligent tires under complex maneuvering operations, Sensors, 19, 13, 2973 (2019) · doi:10.3390/s19132973
[17] Mendoza-Petit, MF; García-Pozuelo, D.; Díaz, V.; Olatunbosun, O., A strain-based intelligent tire to detect contact patch features for complex maneuvers, Sensors, 20, 6, 1750 (2020) · doi:10.3390/s20061750
[18] Kim, SJ; Kim, K.; Yoon, Y., Development of a tire model based on an analysis of tire strain obtained by an intelligent tire system, Int J Automot Technol, 16, 865-875 (2015) · doi:10.1007/s12239-015-0088-0
[19] Garcia-Pozuelo, D.; Olatunbosun, OA; Romano, L.; Strano, S.; Terzo, M.; Tuononen, AJ; Xiong, Y., Development and experimental validation of a real-time analytical model for different intelligent tyre concepts, Vehicle Syst Dyn, 57, 12, 1970-1988 (2019) · doi:10.1080/00423114.2019.1566560
[20] Tonuk, E.; Unlusoy, YS, Prediction of automobile tire cornering force characteristics by finite element modeling and analysis, Comput Struct, 79, 13, 1219-1232 (2001) · doi:10.1016/S0045-7949(01)00022-0
[21] Yang X, Olatunbosun O, Garcia-Pozuelo Ramos D, Bolarinwa E (2015) FE-based tire loading estimation for developing strain-based intelligent tire system. SAE Technical Paper Series, 2015-01-0627. doi:10.4271/2015-01-0627
[22] Romano L, Strano S, Terzo M (2019) A model-based observer for intelligent tire concepts. In: 5th international forum on research and technologies for society and industry: innovation to shape the future, RTSI 2019 - proceedings, art. no. 8895599, pp 447-452
[23] Gong, S., A study of in-plane dynamics of tires (1993), Delft: Delft University, Delft
[24] Kim, S-J; Savkoor, AR, Contact problem of in-plane rolling of tires on a flat road, Veh Syst Dyn, 27, 345 (1997) · doi:10.1080/00423119708969654
[25] Garcia-Pozuelo D, Olatunbosun O, Strano S, Terzo M (2019) A real-time physical model for strain-based intelligent tires, Sens. Actuators A Phys, Volume 288, Pages 1-9, ISSN0924-4247, doi:10.1016/j.sna.2018.12.010.
[26] Wei, C.; Olatunbosun, OA, Transient dynamic behaviour of finite element tire traversing obstacles with different heights, J Terramech, 56, 1-16 (2014) · doi:10.1016/j.jterra.2014.07.001
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