Performance Evaluation of Lignocellulosic Fiber‐Reinforced Brake Pads Using Hybrid Optimization Techniques
Source abstract
Abstract
ABSTRACT This study investigates the use of lignocellulosic fibers (LF) as sustainable reinforcements in brake pad formulations, integrating experimental characterization with multi‐criteria decision‐making. Three formulations were produced: a Cu‐free (Lf10), a hybrid (Lf5), and a Cu‐containing reference brake pad (Lf0). Comprehensive evaluation of physical, mechanical, thermal, and tribological properties, including density, hardness, porosity, thermal conductivity, friction coefficients, and wear, was conducted. A standardized Chase‐type friction wear testing machine (SAE J661) assessed fade–recovery behavior, and SEM/EDX analyses characterized microstructural and elemental features. Increasing LF content reduced density and thermal conductivity but enhanced low‐temperature friction and recovery. Lf0 exhibited the lowest wear (0.59 g), lowest friction (normal μ = 0.39, hot μ = 0.39) and highest hardness (115.8 HRR), whereas Lf10 displayed high initial friction but reduced thermal stability and the highest wear (0.75 g). The hybrid Lf5 formulation offered a balanced profile (hardness 113.6 HRR, wear 0.70 g, normal μ = 0.41, hot μ = 0.41), supported by secondary plateau formation. AHP–TOPSIS analysis ranked Lf5 as the optimal alternative (TOPSIS score 0.6438), and sensitivity testing confirmed robustness. Compared with an aftermarket brake pad, Lf5 demonstrated competitive friction stability, wear and hardness value, highlighting its potential as an environmentally responsible brake pad material.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Brake Systems and Friction Analysis · Vehicle Dynamics and Control Systems · Effects of Vibration on Health
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
R&D Department Eren Balata Inc Izmir Turkey
Faculty of Engineering and Architecture, Department of Mechanical Engineering Izmir Katip Celebi University Izmir Turkey
Faculty of Engineering and Natural Sciences, Department of Metallurgical and Materials Engineering Manisa Celal Bayar University Manisa Turkey
Funding
Türkiye Bilimsel ve Teknolojik Araştırma Kurumu
References (59)
Show source-provided references
1. 10.1177/1350650121105981210.1177/13506501211059812 ↗
2. 10.1007/s12540-009-0027-610.1007/s12540-009-0027-6 ↗
3. 10.1016/j.wear.2008.07.00310.1016/j.wear.2008.07.003 ↗
4. 10.1243/095440704185677310.1243/0954407041856773 ↗
5. 10.1016/j.triboint.2023.10856710.1016/j.triboint.2023.108567 ↗
6. Öncül M. · 2024
7. 10.1002/pc.2390110.1002/pc.23901 ↗
8. Neuro‐Regression‐Based Modeling and Stochastic Optimization of Ventilated Brake Disc for Enhancing Cooling Performance
9. 10.1016/j.triboint.2020.10665110.1016/j.triboint.2020.106651 ↗
10. 10.1088/1748‐9326/ab9e5d10.1088/1748‐9326/ab9e5d ↗
11. US EPA O Copper‐Free Brake Initiative. Accessed December 23 2024(2015) https://www.epa.gov/npdes/copper‐free‐brake‐initiative.
12. Development of Sustainable Brake Materials: Replacing Copper With Organic‐Based Alternatives
13. 10.15376/biores.20.1.1703‐171210.15376/biores.20.1.1703‐1712 ↗
14. 10.3390/polym1715200410.3390/polym17152004 ↗
15. 10.1002/pc.2919710.1002/pc.29197 ↗
16. Kozlowski R. M. · 2020
17. Cellulose Fiber‐Reinforced Organic Composites for Environmentally Friendly Brake Pads
18. 10.1016/j.triboint.2020.10641610.1016/j.triboint.2020.106416 ↗
19. Effect of Cellulose Fibers on the Properties of Brake Friction Materials
20. 10.1016/j.ijbiomac.2024.13488410.1016/j.ijbiomac.2024.134884 ↗
21. 10.7240/jeps.163615510.7240/jeps.1636155 ↗
22. Tappi N. T203 cm‐99 Alpha‐ Beta‐ and Gamma‐Cellulose in Pulp Technical Association of the Pulp and Paper Industry Atlanta Georgia(1999).
23. TAPPI T. 222 om‐02 Acid‐Insoluble Lignin in Wood and Pulp TAPPI Test Methods(2006).
24. Tappi T 211 om‐02 Ash in Wood Pulp Paper and Paperboard: Combustion at 525°C. TAPPI Test Methods(2002).
25. Tappi T. 204 cm‐97 · 2007
26. 10.1007/s10570‐025‐06750‐110.1007/s10570‐025‐06750‐1 ↗
27. 10.1002/pc.2846710.1002/pc.28467 ↗
28. F. W.Aldrich Friction Material Reinforced With Steel and Cellulose Fibers(1978).
29. S.BalajiandK.Kalaichelvan Influence of Aramid Cellulose and Acrylic Fibers in NAO Brake Pad–Effect on Thermal Stability and Frictional Characteristics. SAE Technical Paper 2013‐26‐0081(2013) https://doi.org/10.4271/2013‐26‐0081.10.4271/2013-26-0081 ↗
30. 10.3390/polym1319337110.3390/polym13193371 ↗
31. T.Saaty The Analytic Hierarchy Process (Google Scholar)(1980).10.21236/ADA214804 ↗
32. 10.1007/978-3-642-48318-9_310.1007/978-3-642-48318-9_3 ↗
33. 10.1016/j.mcm.2006.03.02310.1016/j.mcm.2006.03.023 ↗
34. 10.1007/s10973‐020‐10270‐410.1007/s10973‐020‐10270‐4 ↗
35. 10.1016/j.polymertesting.2020.10679210.1016/j.polymertesting.2020.106792 ↗
36. 10.1016/j.conbuildmat.2014.11.04310.1016/j.conbuildmat.2014.11.043 ↗
37. V. A.Devan N.Gunasekar K.Ravikumar B.Balaguru andS.Deepak Composite Brake Pads Reinforcement With Natural Fiber: A Comparative Analysis of Mechanical and Thermal Properties. SAE Technical Paper(2024).
38. 10.24874/ti.1763.09.24.0110.24874/ti.1763.09.24.01 ↗
39. 10.1016/S0141‐3910(03)00123‐310.1016/S0141‐3910(03)00123‐3 ↗
40. 10.1088/2053-1591/ab5af510.1088/2053-1591/ab5af5 ↗
41. 10.3390/polym1512259710.3390/polym15122597 ↗
42. 10.1016/j.apsusc.2013.02.08610.1016/j.apsusc.2013.02.086 ↗
43. Massachusetts Institute of Technology Copper Accessed January 3 2025(2025) https://www.mit.edu/~6.777/matprops/copper.htm.
44. 10.1002/(SICI)1439‐2054(20000301)276:1<1::AID‐MAME1>3.0.CO;2‐W10.1002/(SICI)1439‐2054(20000301)276:1<1::AID‐MAME1>3.0.CO;2‐W ↗
45. 10.1016/j.carbpol.2015.10.09310.1016/j.carbpol.2015.10.093 ↗
46. 10.1016/j.triboint.2010.05.00110.1016/j.triboint.2010.05.001 ↗
47. 10.1016/j.triboint.2023.10910910.1016/j.triboint.2023.109109 ↗
48. 10.5772/5682210.5772/56822 ↗
49. 10.1002/pc.2900710.1002/pc.29007 ↗
50. 10.1016/j.triboint.2023.10824410.1016/j.triboint.2023.108244 ↗
51. 10.1177/1350650125133779810.1177/13506501251337798 ↗
52. 10.1002/pc.1028910.1002/pc.10289 ↗
53. 10.2172/78835610.2172/788356 ↗
54. 10.17798/bitlisfen.54709910.17798/bitlisfen.547099 ↗
55. 10.1016/j.wear.2021.20385110.1016/j.wear.2021.203851 ↗
56. 10.3390/polym1501018810.3390/polym15010188 ↗
57. 10.5937/fmet1904856S10.5937/fmet1904856S ↗
58. Effects of Ingredients on Tribological Characteristics of a Brake Material With Cerium Sulfide
59. 10.3144/expresspolymlett.2024.1210.3144/expresspolymlett.2024.12 ↗