Experimental Study on Development of Smart Algorithm Based on Tire Deflection to Detect the Drops in Tire Pressure

Experimental Study on Development of Smart Algorithm Based on Tire Deflection to Detect the Drops in Tire Pressure

This study aims to experimentally investigate accordance between tire pressure and vertical deflection of tire in order to use in TPMS (Tire Pressure Monitoring System). For this aim, the resonance frequency of vertical deflection of tire is determined by using test results. Thus, the road tests have been conducted on dry flat road for measuring the tire deflection. These tests are run at constant vehicle speeds 30 and 100km/h for tire pressures 15, 20, 25, 30, 35psi. Therefore, the vertical deflection changes have been measured under same road conditions with different vehicle speeds. The frequency responses of the measured vertical deflections are obtained by implementing sampled root mean square (SRMS) method to vertical deflection signals. The resonance frequency of the vertical deflection is taken from the frequency responses. The results show that the accordance between tire pressure and vertical deflection of tire is achieved irrespective of the changes in vehicle speed. Consequently, the algorithm to detect the drops in tire pressure is developed by using the time and frequency domain results.

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  • [1]. G. Genta, Motor Vehicle Dynamics: Modeling and Simulation. USA: World Scientific Publishing, 1997.
  • [2]. J.Y. Wong, Theory of Ground Vehicles - Second Edition. New York: WILEY, 1993.
  • [3]. R.B. Alegonza, M.A.L. Bocado, A.L.L. Marvin, "Direct Tire Pressure Monitoring System using Pressure and Temperature Sensor", BSc Report, Mapua Institute of Technology, 2008.
  • [4]. I. Mustafic, F. Klisura, S. Jasarevic, "Introductıon and application of tire pressure monitoring system", in Conf. Rec. 2014 3rd Conference Maintenance, Zenica, pp. 11 - 13.
  • [5]. A. Pohl, G. Ostermayer, L. Reindl, F. "Seifert Monitoring the Tire Pressure at Cars Using Passive SAW Sensors" in Proceedings of IEEE Ultrasonics Symposium, Toronto, 1997, pp. 471 - 474.
  • [6]. S. Li, C. Zong, G. Chen, L. He, "A Control Algorithm for Electric Power Steering of Tire Blowout Vehicle to Reduce the Impact Torque on Steering Wheel", SAE Technical Paper, 2013-01 1239.
  • [7]. H. Liu, W. Deng, C. Zong , J. Wu, "Development of Active Control Strategy for Flat Tire Vehicles", SAE Technical Paper, 2014-01-859.
  • [8]. N. Persson, S. Ahlqvist, U. Forssell, F. Gustafsson, "Low Tire Pressure Warning System Using Sensor Fusion", Society of Automotive Engineers Technical Paper, 2001-01-3337.
  • [9]. V. Sankaranarayanan and L. Güvenç , "Tire Pressure Monitoring", IEEE Control Systems Magazine, December, 2007.
  • [10]. B. Fileming,"Tire Pressure-Monitoring Systems Rollout", IEEE Vehicular Technology Magazine, September, 2009.
  • [11]. M. Schwall, A. Garg, J. Shiverick, M. Conley Trends in Tire Pressure: An Analysis of Time-Series TPMS Data, SAE Int. J. Passeng. Cars - Mech. Syst., 9(2), 2016.
  • [12]. J. Zhao, J. Su, B. Zhu, J. Shan, "An Indirect TPMS Algorithm Based on Tire Resonance Frequency Estimated by AR Model", SAE Int. J. Passeng. Cars - Mech. Syst. 9(1), 2016 -01 -0459.
  • [13]. Z. Marton, D. Fodor, K. Enisz, K. Nagy, "Frequency Analysis Based Tire Pressure Monitoring", in Conf. Rec. 2014 IEEE International Electic Vehicle Control Conference (IEVC), pp. 17 -19.
  • [14]. A. Dyukov , "Test Vehicle Speed Error as a Function of Tire Pressure", Journal of Traffic and Transportation Engineering, vol:4, pp. 102 -106, 2016.
  • [15]. Z. Fuqiang, W. Shaohong, W. Yintao, X. Zhichao, "Indirect tire pressure monitoring system based on tire vertical stiffness", in Conf. Rec. 2015 IEEE 12th International Conference on Electronic Measurement & Instruments, pp. 100 -104.
  • [16]. Suender R and Prokop G 2015 Comparative Analysis of Tire Evaluation Methods for an Indirect Tire Pressure Monitoring System (iTPMS), SAE Technical Paper 2015 -01 -1519.
  • [17]. H.B. Pacejka , Tyre and Vehicle Dynamics -Second Edition, United Kingdom: Butterworth Heinemann, 2006.
  • [18]. P. Van Der Jagt, H.B. Pacejka, A.R. Savkoor , "Influence of Tyre and Suspension Dynamics on the Braking Performance of an Anti-lock System on Uneven Roads", IMechE, C 382/047, pp. 453 -460, 1989.