Research Article

AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL

Volume: 3 Number: 3 July 1, 2019
EN

AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL

Abstract

Braking pressure and sliding velocity can affect wear behavior of brake pad material, so sliding velocity and braking pressure is often regarded as the key factor in defining quality performance of this material. For this reason, Taguchi Method has been used to screen the variables that have significant effects on the wear rate. Furthermore, an integrated approach of Taguchi Method and Response Surface Methodology has been employed to improve an empirical model for predicting wear rate and optimization of control factors. It has been observed that an integrated approach based on Taguchi Method and Response Surface Methodology gives 15.45% lower wear rate as compared to optimal results obtained from Taguchi method.

Keywords

References

  1. Aleksendrić, D., Barton, D.C. (2009). “Neural network prediction of disc brake performance.” Tribology International, Vol. 42, No. 7, pp. 1074-1080.
  2. Aleksendric, D., Duboka, Č. (2006). “Prediction of automotive friction material characteristics using artificial neural networks-cold performance.” Wear, Vol. 261, No. 3-4, pp. 269-282.
  3. Anoop, S., Natarajan, S., Babu, S.K. (2009). “Analysis of factors influencing dry sliding wear behaviour of Al/SiC p–brake pad tribosystem.” Materials & Design, Vol. 30, No. 9, pp. 3831-3838.
  4. Asiltürk, I., Akkuş, H. (2011). “Determining the effect of cutting parameters on surface roughness in hard turning using the Taguchi method.” Measurement, Vol. 44, No. 9, pp. 1697-1704.
  5. Bijwe, J., Aranganathan, N., Sharma, S., Dureja, N., Kumar, R. (2012). “Nano-abrasives in friction materials-influence on tribological properties.” Wear, Vol. 296, No. 1-2, pp. 693-701.
  6. Djafri, M., Bouchetara, M., Busch, C., Weber, S. (2014). “Effects of humidity and corrosion on the tribological behaviour of the brake disc materials.” Wear, Vol. 321, No. 1, pp. 8-15.
  7. Ertan, R., Yavuz, N. (2010). “An experimental study on the effects of manufacturing parameters on the tribological properties of brake lining materials.” Wear, Vol. 268, No. 11-12, pp. 1524-1532.
  8. Ficici, F., Durat, M., Kapsiz, M. (2014). “Optimization of tribological parameters for a brake pad using Taguchi design method.” Journal of the Brazilian Society of Mechanical Sciences and Engineering, Vol. 36, No. 3, pp. 653-659.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

July 1, 2019

Submission Date

November 6, 2018

Acceptance Date

January 5, 2019

Published in Issue

Year 2019 Volume: 3 Number: 3

APA
Kahraman, F., & Sugözü, B. (2019). AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL. Turkish Journal of Engineering, 3(3), 127-132. https://doi.org/10.31127/tuje.479458
AMA
1.Kahraman F, Sugözü B. AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL. TUJE. 2019;3(3):127-132. doi:10.31127/tuje.479458
Chicago
Kahraman, Funda, and Banu Sugözü. 2019. “AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL”. Turkish Journal of Engineering 3 (3): 127-32. https://doi.org/10.31127/tuje.479458.
EndNote
Kahraman F, Sugözü B (July 1, 2019) AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL. Turkish Journal of Engineering 3 3 127–132.
IEEE
[1]F. Kahraman and B. Sugözü, “AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL”, TUJE, vol. 3, no. 3, pp. 127–132, July 2019, doi: 10.31127/tuje.479458.
ISNAD
Kahraman, Funda - Sugözü, Banu. “AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL”. Turkish Journal of Engineering 3/3 (July 1, 2019): 127-132. https://doi.org/10.31127/tuje.479458.
JAMA
1.Kahraman F, Sugözü B. AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL. TUJE. 2019;3:127–132.
MLA
Kahraman, Funda, and Banu Sugözü. “AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL”. Turkish Journal of Engineering, vol. 3, no. 3, July 2019, pp. 127-32, doi:10.31127/tuje.479458.
Vancouver
1.Funda Kahraman, Banu Sugözü. AN INTEGRATED APPROACH BASED ON THE TAGUCHI METHOD AND RESPONSE SURFACE METHODOLOGY TO OPTIMIZE PARAMETER DESIGN OF ASBESTOS-FREE BRAKE PAD MATERIAL. TUJE. 2019 Jul. 1;3(3):127-32. doi:10.31127/tuje.479458

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