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A Combination of Intelligent Tire and Vehicle Dynamic Based Algorithm to Estimate the Tire-Road Friction

Journal Article
06-12-02-0007
ISSN: 1946-3995, e-ISSN: 1946-4002
Published April 08, 2019 by SAE International in United States
A Combination of Intelligent Tire and Vehicle Dynamic Based Algorithm to Estimate the Tire-Road Friction
Sector:
Citation: Khaleghian, S., Ghasemalizadeh, O., Taheri, S., and Flintsch, G., "A Combination of Intelligent Tire and Vehicle Dynamic Based Algorithm to Estimate the Tire-Road Friction," SAE Int. J. Passeng. Cars - Mech. Syst. 12(2):81-97, 2019, https://doi.org/10.4271/06-12-02-0007.
Language: English

References

  1. National Highway Traffic Safety Administration , “Fatality Analysis Reporting System,”2012,Retrieved July 3, 2014.
  2. National Highway Traffic Safety Administration , “Fatality Analysis Reporting System,”2010,Retrieved July 3, 2014.
  3. National Highway Traffic Safety Administration , “Fatality Analysis Reporting System,”2011,Retrieved July 3, 2014.
  4. Pisano, P.A., Goodwin, L.C., and Rossetti, M.A. ,“US Highway Crashes in Adverse Road Weather Conditions,”in24th Conference on International Interactive Information and Processing Systems for Meteorology, Oceanography and Hydrology, New Orleans, LA Jan. 24, 2008.
  5. Najafi, S., Flintsch, G.W., and Khaleghian, S. , “Fuzzy Logic Inference-Based Pavement Friction Management and Real-Time Slippery Warning Systems: A Proof of Concept Study,” Accident Analysis & Prevention 90:41-49, 2016.
  6. Najafi, S., Flintsch, G.W., and Khaleghian, S. , “Pavement Friction Management-Artificial Neural Network Approach,” International Journal of Pavement Engineering 1-11, 2016.
  7. Khaleghian, S., Emami, A., and Taheri, S. , “A Technical Survey on Tire-Road Friction Estimation,” Friction 5(2):123-146, 2017.
  8. Eichhorn, U. and Roth, J. ,“Prediction and Monitoring of Tire-Road Friction,”in Proceeding of FISITA,London,1992,67-74.
  9. Shinmoto, Y., Takagi, J., Egawa, K., Murata, Y. et al. ,“Road-Surface Recognition Sensor Using Optical Spatial Filtering,”in Proceedings of the IEEE Conference on Intelligent Transportation System,1997,1000-1004.
  10. Khaleghian, S., Ghasemalizadeh, O., and 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 Science And Technology 44(4):248-261, 2016.
  11. Khaleghian, S. and Taheri, S. , “Terrain Classification Using Intelligent Tire,” Journal of Terramechanics 71:15-24, 2017.
  12. Holzmann, F. et al. , “Predictive Estimation of the Road-Tire Friction Coefficient,”in IEEE International Conference on Control Applications, Munich, Germany, 2006, 885-890.
  13. Yamada, M. et al. , “Road Surface Condition Detection Technique Based on Image Taken by Camera Attached to Vehicle Rearview Mirror,” Review of AutomotiveEngineering 26:163-168, 2005.
  14. Eichhorn, U. and Roth, J. , “Prediction and Monitoring of Tyre/Road Friction,” in FISITA, London, U.K., 1992, 67-74.
  15. Tuononen, A. , “On-Board Estimation of Dynamic Tyre Forces from Optically Measured Tyre Carcass Deflections,” International Journal of Heavy Vehicle Systems 16:362-378, 2009.
  16. Tuononen, A. , “Vehicle Lateral State Estimation Based on Measured Tyre Forces,” in International Symposium on Dynamics of Vehicles on Roads and Tracks, Stockholm, Sweden, 2009.
  17. Gustafsson, F. , “Monitoring Tire-Road Friction Using the Wheel Slip,” IEEE Control Systems Magazine 18:42-49, 1998.
  18. Liu, C.-S. and Peng, H. , “Road Friction Coefficient Estimation for Vehicle Path Prediction,” Vehicle System Dynamics 25:413-425, 1996.
  19. Umeno, T., Ono, E., Asano, K., Ito, S. et al. , “Estimation of Tire-Road Friction Using Tire Vibration Model,” SAE Technical Paper 2002-01-1183 , 2002, doi:10.4271/2002-01-1183.
  20. Rajamani, R., Piyabongkarn, D., Lew, J.Y. , and Grogg, J.A. , “Algorithms for Real-Time Estimation of Individual Wheel Tire-Road Friction Coefficients,”in Proceedings of the 2006 American control conference, 2006, 4682-4689.
  21. Canudas-de-Wit, C., Tsiotras, P., Velenis, E., Basset, M., and Gissinger, G. , “Dynamic Friction Models for Road/Tire Longitudinal Interaction,” Vehicle System Dynamics 39:189-226, 2002.
  22. Yi, K. et al. , “Estimation of Tire-Road Friction Using Observer Based Identifiers,” Vehicle System Dynamics 31:233-261, 1999.
  23. Baffet, G., Chararaa, A., and Lechner, D. , “Estimation of Vehicle Side Slip, Tire Force and Wheel Cornering Stiffness,” Control Engineering Practice 17(11):1255-1264, 2009.
  24. Hahn, J., Rajamani, R., and Alexander, L. , “GPS-Based Real-Time Identification of Tire-Road Friction Coefficient,” IEEE Transactionson Control Systems Technology 10(3):331-343, 2002.
  25. Sierra, C. et al. , “Cornering Stiffness Estimation Based on Vehicle Lateral Dynamics,” Vehicle System Dynamics 44:24-38, 2006.
  26. Doumiati, M., Charara, A., Victorino, A., and Lechner, D. , Vehicle Dynamics Estimation Using Kalman Filtering: Experimental Validation (John Wiley & Sons, Dec 14, 2012).
  27. Behroozinia, P., Khaleghian, S., Taheri, S., and Mirzaeifar, R. , “Damage Diagnosis in Intelligent Tires Using Time-Domain and Frequency-Domain Analysis,” Mechanics Based Design of Structures and Machines 47(1):54-66, 2019.
  28. Behroozinia, P., Khaleghian, S., Taheri, S., and Mirzaeifard, R. , “An Investigation towards Intelligent Tyres Using Finite Element Analysis,” International Journal of Pavement Engineering 1-11, 2018.
  29. Wanki, C., Yoon, J., Yim, S., Koo, B., and Yi, K. , “Estimation of Tire Forces for Application to Vehicle Stability Control,” IEEE Transaction on Vehicular Technology 59(2):638-649, 2010.

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