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Abstract

The use of vehicles in Malaysia has become a need and important to commute to the workplace and commercial business transportation. This necessity resulted in an increase in the number of cars on the road that eventually increase the number of accidents that resulted in the loss of life which is also one of the leading killers in Malaysia. Deriving from this phenomenon, car maintenance especially brake systems has become imperative that eventually become the main objective of this research to investigate the effect of different road terrains to brake pad wear. The experimental vehicle is operated in two different road terrains namely hilly and flat roads and each road terrain is set to complete 1000km of investigation traveled distance. Three main investigation parameters are brake pad thickness wear, the temperature generated from rubbing the brake pad with the rotor, and the brake force applied on the brake pedal. A CANedge external onboard diagnostic (OBD) logger is used to collect real-time data on the relevant parameters from the vehicle’s ECU for analysis. The result from the experiments found that the average brake pad wear rate during hilly roads is 53% higher than that of flat roads. Likewise, brake pad temperature generation on a hilly road is 34% higher than that on a flat road. However, the brake pedal force applied during braking is 60% higher on flat roads compared to on hilly roads. From the findings, data from the vehicle OBD2 and the brake pad wear can be analyzed to provide an electronic signal for indication of timely maintenance for the brake pad.

Keywords

Brake pad thickness Brake pedal force Temperature generation Vehicle monitoring system Vehicle maintenance

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References

  1. Y. Ngadiman, A. Aziati, A. Bon, M. Ahmad, R. Z. RM Rasi, and M. Hock, “Identification of Public Awareness in Preventive Maintenance for Personal Automobile,” in ndustrial Engineering, Management Science and Applications 2015, 2015, pp. 1073–1090. doi: 1https://doi.org/0.1007/978-3-662-47200-2_111.
  2. Z. Eusofe and H. Evdorides, “Assessment of road safety management at institutional level in Malaysia: A case study,” IATSS Research, vol. 41, no. 4, pp. 172–181, 2017, doi: https://doi.org/10.1016/j.iatssr.2017.03.002.
  3. I. M. Zulhilmi, P. M. Heerwan, S. M. Asyraf, I. M. Sollehudin, and I. M. Ishak, “Experimental study on the effect of emergency braking without anti-lock braking system to vehicle dynamics behaviour,” International Journal of Automotive and Mechanical Engineering, vol. 17, no. 2, pp. 7832–7841, Apr. 2020, doi: https://doi.org/10.15282/ijame.17.2.2020.02.0583.
  4. S. I. Mohammed, “An Overview of Traffic Accident Investigation Using Different Techniques,” Automotive Experiences, vol. 6, no. 1, pp. 68–79, 2023, doi: https://doi.org/10.31603/ae.7913.
  5. M. G. Masuri, A. Dahlan, A. Danis, and K. A. M. Isa, “Public Participation in Shaping Better Road Users in Malaysia,” Procedia - Social and Behavioral Sciences, vol. 168, pp. 341–348, 2015, doi: https://doi.org/10.1016/j.sbspro.2014.10.239.
  6. S. K. Ahmed et al., “Road traffic accidental injuries and deaths: A neglected global health issue.,” Health science reports, vol. 6, no. 5, p. e1240, May 2023, doi: https://doi.org/10.1002/hsr2.1240.
  7. M. F. Musa, S. A. Hassan, and N. Mashros, “The impact of roadway conditions towards accident severity on federal roads in Malaysia,” PLoS ONE, vol. 15, no. 7 July, Jul. 2020, doi: https://doi.org/10.1371/journal.pone.0235564.
  8. WHO, “Global Status Report on Road Safety 2018,” World Health Organization, 2018, [Online]. Available: https://www.who.int/publications/i/item/9789241565684
  9. S. S. Gavaskar, P. K. Devan, and T. G. Loganathan, “Failure analysis of brake system in light commercial vehicles using SQC tools,” International Journal of Engineering Research & Technology, vol. 3, no. 11, pp. 513–518, 2014, doi: https://doi.org/10.17577/IJERTV3IS110444.
  10. E. N. Bohr, C. P. Ukpaka, and B. Nkoi, “Reliability Analysis of an Automobile Brake System to Enhance Performance,” International Journal of Production Engineering, vol. 4, no. 2, pp. 47–56, 2020, doi: https://doi.org/10.37628/ijpe.v4i2.746.
  11. M. S. Solah et al., “Private Vehicle Roadworthiness in Malaysia from the Vehicle Inspection Perspective,” Journal of the Society of Automotive Engineers Malaysia, vol. 1, no. 3, pp. 262–271, 2017, doi: https://doi.org/10.56381/jsaem.v1i3.67.
  12. M. S. Solah, A. H. Ariffin, M. H. M. Isa, and S. V. Wong, “In-depth crash investigation on bus accidents in Malaysia,” Journal of Society for Transportation and Traffic Studies, vol. 3, no. 1, pp. 22–31, 2013.
  13. A. Manghai, R. Jegadeeshwaran, G. Sakthivel, R. Sivakumar, and S. Kumar, “Condition monitoring of hydraulic brake system using rough set theory and FUZZY rough nearest neighbor learning algorithms,” in 2019 IEEE International Symposium on Smart Electronic Systems (iSES)(Formerly iNiS), 2019, pp. 229–232. doi: https://doi.org/10.1109/iSES47678.2019.00058
  14. M. T. Haq, V. M. K. Ampadu, and K. Ksaibati, “An investigation of brake failure related crashes and injury severity on mountainous roadways in Wyoming,” Journal of Safety Research, vol. 84, pp. 7–17, 2022, doi: https://doi.org/10.1016/j.jsr.2022.10.003.
  15. S. Grimaldi, “An innovative approach to maintenance for a bus fleet,” Politecnico di Torino, 2022.
  16. Z. M. Jawi, F. Lamin, A. R. A. Manap, K. A. A. Kasim, F. Abas, and W. S. Voon, “Review of the national automotive policy on car maintenance issues: Malaysia’s automotive ecosystem explained,” MIROS Review Report, Kuala Lumpur, 2012.
  17. S. Subramonian, M. S. Amarnath, A. Rizal, and Kamely, “An Investigation Toward Development Of Economical Brake Lining Wear Alert System,” International Journal of Engineering & Technology, vol. 9, no. 9, pp. 251–259, 2009.
  18. A. Hatam and A. Khalkhali, “Simulation and sensitivity analysis of wear on the automotive brake pad,” Simulation Modelling Practice and Theory, vol. 84, pp. 106–123, May 2018, doi: https://doi.org/10.1016/j.simpat.2018.01.009.
  19. H. Pranesh, K. Suresh, S. S. Manian, R. Jegadeeshwaran, G. Sakthivel, and T. M. Alamelu Manghi, “Vibration-based brake health prediction using statistical features - A machine learning framework,” in Materials Today: Proceedings, 2021, vol. 46, pp. 1167–1173. doi: https://doi.org/10.1016/j.matpr.2021.02.060.
  20. C. C. Harlapur, P. Kadiyala, and S. Ramakrishna, “Brake pad wear detection using machine learning,” International Journal of Advance Research, Ideas and Innovations in Technology, vol. 5, pp. 498–501, 2019.
  21. B. R. Gumilar, U. Sumarwan, and B. Sartono, “Analysis of factors affecting car purchasing decision,” Inovasi, vol. 16, no. 1, pp. 60–71, 2020, doi: https://doi.org/10.30872/jinv.v16i1.7289.
  22. P. D. Neis, N. F. Ferreira, and F. P. da Silva, “Comparison between methods for measuring wear in brake friction materials,” Wear, vol. 319, no. 1–2, pp. 191–199, 2014, doi: https://doi.org/10.1016/j.wear.2014.08.004.
  23. A. Grkić, D. Mikluc, S. Muždeka, Ž. Arsenić, and Č. Duboka, “A model for the estimation of brake interface temperature,” Strojniski Vestnik/Journal of Mechanical Engineering, vol. 61, no. 6, pp. 392–398, 2015, doi: https://doi.org/10.5545/sv-jme.2014.2364.
  24. D. Bryant and A. Day, Thermal effects in friction brakes, Second Edi. 2022. doi: https://doi.org/10.1016/b978-0-12-822005-4.00003-2.
  25. K. Anam, I. Prasetyo, H. P. Mahadika, and S. Suprapto, “Perbandingan Kinerja Rem ABS dan Rem Biasa Terhadap Jarak Pengereman dan Waktu pada Mobil Avanza,” Surya Teknika, vol. 4, no. 2, pp. 32–38, 2020, doi: https://doi.org/10.48144/suryateknika.v4i2.1308.
  26. S. I. Haris, F. Ahmad, M. H. C. Hassan, and A. K. M. Yamin, “The Experimental Evaluation of Cone Wedge Shape based Electronic Wedge Brake Mechanism in Vehicle Braking System,” Automotive Experiences, vol. 5, no. 3, pp. 433–451, 2022, doi: https://doi.org/10.31603/ae.7112.
  27. S. Yashwhanth, M. Mithun Mohan, R. Anandhan, and S. K. Selvaraj, “Present knowledge and perspective on the role of natural fibers in the brake pad material,” Materials Today: Proceedings, vol. 46, pp. 7329–7337, 2021, doi: https://doi.org/10.1016/j.matpr.2020.12.995.
  28. G. Sathyamoorthy, R. Vijay, and D. L. Singaravelu, “A comparative study on tribological characterisations of different abrasives based non-asbestos brake friction composites,” Materials Today: Proceedings, vol. 56, pp. 661–668, 2022, doi: https://doi.org/10.1016/j.matpr.2022.01.065.
  29. X. Tang et al., “Study on the mechanism of expanded graphite to improve the fading resistance of the non-asbestos organic composite braking materials,” Tribology International, vol. 180, p. 108278, 2023, doi: https://doi.org/10.1016/j.triboint.2023.108278.
  30. S.-H. Woo, H. Jang, M. Y. Na, H. J. Chang, and S. Lee, “Characterization of brake particles emitted from non-asbestos organic and low-metallic brake pads under normal and harsh braking conditions,” Atmospheric Environment, vol. 278, p. 119089, 2022, doi: https://doi.org/10.1016/j.atmosenv.2022.119089.
  31. A. B. D. Nandiyanto, D. N. Al Husaeni, R. Ragadhita, M. Fiandini, D. F. Al Husaeni, and M. Aziz, “Resin matrix composition on the performance of brake pads made from durian seeds: From computational bibliometric literature analysis to experiment,” Automotive Experiences, vol. 5, no. 3, pp. 328–342, 2022, doi: https://doi.org/10.31603/ae.6852.
  32. A. B. D. Nandiyanto, D. F. Al Husaeni, R. Ragadhita, and T. Kurniawan, “Resin-based Brake Pad from Rice Husk Particles: From Literature Review of Brake Pad from Agricultural Waste to the Techno-Economic Analysis,” Automotive Experiences, vol. 4, no. 3, pp. 131–149, 2021, doi: https://doi.org/10.31603/ae.5217.
  33. A. B. D. Nandiyanto et al., “The effects of rice husk particles size as a reinforcement component on resin-based brake pad performance: From literature review on the use of agricultural waste as a reinforcement material, chemical polymerization reaction of epoxy resin, to experiments,” Automotive Experiences, vol. 4, no. 2, pp. 68–82, 2021, doi: https://doi.org/10.31603/ae.5217.
  34. O. R. Adetunji, A. M. Adedayo, S. O. Ismailia, O. U. Dairo, I. K. Okediran, and O. M. Adesusi, “Effect of silica on the mechanical properties of palm kernel shell based automotive brake pad,” Mechanical Engineering for Society and Industry, vol. 2, no. 1, pp. 7–16, 2022, doi: https://doi.org/10.31603/mesi.6178.