Research Article
BibTex RIS Cite

Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads

Year 2024, Volume: 8 Issue: 4, 419 - 430
https://doi.org/10.30939/ijastech..1552726

Abstract

The objective of this study is to investigate the effectiveness of the MULTIMOORA method strengthened with AHP to select the most suitable pad material among metal matrix composite brake pad materials reinforced with different proportions of red mud according to the criteria determining the efficiency of brake performance. For this purpose, five different brake pad samples reinforced with red mud, an industrial waste, at different weight ratios (0%, 2%, 4%, 6%, 8%) were produced and the physical, mechanical, and tribological properties of the pro-duced materials were characterized. Tribological characterization tests were carried out in accordance with TSE 555 using a specially designed brake dynamometer. The average coefficient of friction, specific wear rate, friction stability, hardness, density, and TRS values, which repre-sent important performance indicators of the pad material, were used as criteria for the selec-tion of pad material. According to the AHP method, the importance levels of these criteria in terms of brake performance were determined as 0.423, 0.205, 0.205, 0.088, 0.051, and 0.028, respectively. As a result of the evaluation made using the MULTIMOORA and MOOSRA method, it was determined that the RM-8 sample showed the best result in terms of brake performance among all samples. In addition, this material was followed by RM-6, RM-4, RM-0 and RM-2 samples, respectively. The findings of this study indicate that the MULTIMOORA method is an effective and reliable approach for selecting the optimal pad material among alterna-tives, according to the specified criteria.

References

  • [1] Akbulut F, Mutlu İ. Experimental Comparison of Manufactur-ing Parameters in Automotive Friction Materials. International Journal of Automotive Science And Technology. 2024;8(2):167–78. https://doi.org/10.30939/ijastech..1425382
  • [2] Akincioğlu G, Akincioğlu S, Öktem H, Uygur İ. Brake Pad Performance Characteristic Assessment Methods. International Journal of Automotive Science and Technology. 2021;5(1):67–78. https://doi.org/10.30939/ijastech..848266.
  • [3] Aruna M, Kaliappan S, Saragada DVVSBR, Venkatesh R, Vijayan V, Soudagar MEM, et al. SiC and MWCNT Blending Actions on Functional Performance of Hybrid AA2024 Alloy Nanocomposite Via Two Step Stir Cast Route. Inter Metalcast. 2024; https://doi.org/10.1007/s40962-024-01351-3
  • [4] Baraniraj A, Sathiyagnanam AP, Venkatesh R, De Poures MV. Vacuum Stir Cast Developed Aluminium Alloy Hybrid Nano-composite Performance Compared with Gravity Cast: Mechan-ical and Tribological Characteristics Study. Inter Metalcast. 2024;18:1273–83. https://doi.org/10.1007/s40962-023-01119-1.
  • [5] Du A, Lattanzi L, Jarfors AEW, Zheng J, Wang K, Yu G. Role of matrix alloy, reinforcement size and fraction in the sliding wear behaviour of Al-SiCp MMCs against brake pad material. Wear. 2023;530–531:204969. https://doi.org/10.1016/j.wear.2023.204969
  • [6] Chandradass J, Thirugnanasambandham T, Amutha Surabi M, Baskara Sethupathi P, Rajendran R. Development of asbes-tos free aramid fibre based friction lining material for automo-tive application. SAE Technical Paper Series. 2023; 2023-28-0122. https://doi.org/10.4271/2023-28-0122
  • [7] Krishnakumar S, Ali M, Prakash R, Venkatesh R. Fabrication of nano SiC and BF-bonded magnesium alloy (AZ80) hybrid nanocomposite via liquid state stir casting process: characteris-tics study. International Journal of Cast Metals Research. 2024;37:196–207. https://doi.org/10.1080/13640461.2024.2355615.
  • [8] Si L, Liu C, Yan H, Wang Y, Yang Y, Zhang S, et al. The in-fluences of high temperature on tribological properties of Cu-based friction materials with a friction phase of SiO2/SiC/Al2O3. AIP Advances. 2021;11:025335. https://doi.org/10.1063/5.0040220.
  • [9] Zhang P, Zhang L, Wei D, Wu P, Cao J, Shijia C, et al. The Synergistic Effect of Cr and CrFe Particles on the Braking Be-havior of Cu-Based Powder Metallurgy Brake Pads. Tribology Transactions. 2019;62:1072–85. https://doi.org/10.1080/10402004.2019.1648914.
  • [10] Zhang P, Zhang L, Fu K, Wu P, Cao J, Shijia C, et al. The effect of Al2O3 fiber additive on braking performance of cop-per-based brake pads utilized in high-speed railway train. Tri-bology International. 2019;135:444–56. https://doi.org/10.1016/j.triboint.2019.03.034
  • [11] Kim KI, Lee H, Kim J, Oh KH, Kim KT. Wear Behavior of Commercial Copper-Based Aircraft Brake Pads Fabricated un-der Different SPS Conditions. Crystals. 2021;11:1298. https://doi.org/10.3390/cryst11111298.
  • [12] Esswein Junior JAL, Arrieche FE, Schaeffer L. Analysis of wear in organic and sintered friction materials used in small wind energy converters. Mat Res. 2008;11:269–73. https://doi.org/10.1590/S1516-14392008000300007.
  • [13] Ostermeyer GP, Müller M. New insights into the tribology of brake systems. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. 2008;222:1167–200. https://doi.org/10.1243/09544070JAUTO595.
  • [14] Podobová M, Puchý V, Falat L, Džunda R, Besterci M. Waste metals based metal-matrix ceramic-reinforced compo-sites for friction applicationsStructural properties and cyclic oxidation behavior of Ni-Al-Y superalloys. Kovmat. 2022;60: 351–362. https://doi.org/10.31577/km.2022.6.351.
  • [15] Sugözü B. Tribological properties of brake friction materials containing fly ash. ILT. 2018;70:902–6. https://doi.org/10.1108/ILT-04-2017-0100.
  • [16] Sugözü I. Investigation of using rice husk dust and ulexite in automotive brake pads. Materials Testing. 2015;57:877–82. https://doi.org/10.3139/120.110792.
  • [17] Gehlen GS, Neis PD, Barros LY, Poletto JC, Ferreira NF, Amico SC. Tribological performance of eco-friendly friction materials with rice husk. Wear. 2022;500–501:204374. https://doi.org/10.1016/j.wear.2022.204374.
  • [18] Mohanty S, Chugh YP. Development of fly ash-based auto-motive brake lining. Tribology International. 2007;40:1217–24. https://doi.org/10.1016/j.triboint.2007.01.005.
  • [19] Tangüler M, Gürsel P. Türkiye’de Uçucu Küllü Betonlar İçin Yaşam Döngüsü Analizi Presented at the 9. Ulusal Beton Kongresi; 2015; Antalya, Turkey.
  • [20] Nguyen TTP, Nguyen VT, Hoang N, Hoang VD, Luu XD, Le TMH, et al. Studies on Red Mud Material to Use for Combus-tion of Vietnam Pulverized Coal. Inorganics. 2022;10:58. https://doi.org/10.3390/inorganics10050058.
  • [21] Vigneshwaran S, Uthayakumar M, Arumugaprabu V. Devel-opment and sustainability of industrial waste-based red mud hybrid composites. Journal of Cleaner Production. 2019;230:862–8. https://doi.org/10.1016/j.jclepro.2019.05.131.
  • [22] Chen J, Bai B, Du Q. Durability evaluation of a high-performance red mud-based composite material. Materials To-day Communications. 2024;39:108684. https://doi.org/10.1016/j.mtcomm.2024.108684.
  • [23] Bahrami A, Soltani N, Pech-Canul MI, Gutiérrez CA. Devel-opment of metal-matrix composites from industrial/agricultural waste materials and their derivatives. Critical Reviews in Envi-ronmental Science and Technology. 2016;46:143–208. https://doi.org/10.1080/10643389.2015.1077067.
  • [24] Islam A, Dwivedi SP, Yadav R, Dwivedi VK. Development of Aluminium Based Composite by Utilizing Industrial Waste and Agro-Waste Material as Reinforcement Particles. J Inst Eng India Ser D. 2021;102:317–30. https://doi.org/10.1007/s40033-021-00292-z.
  • [25] Karthik R, Shiva Sankaran N, Venkatesh Raja K, Venkatesh R. Characteristics performance evaluation of AZ91-fly ash composite developed by vacuum associated stir processing. International Journal of Cast Metals Research. 2024:1–8. https://doi.org/10.1080/13640461.2024.2364129.
  • [26] Kus H, Altiparmak D. Effect of glass powder on the friction performance of automotive brake lining materials. Sci Sinter-ing. 2023;55:159–70. https://doi.org/10.2298/SOS211017006K.
  • [27] Kus H, Altiparmak D. Effects of fly ash content on the fric-tion-wear performance of bronze-based brake lining materials produced by the hot-pressing method. Industrial Lubrication and Tribology. 2015;67:612–21. https://doi.org/10.1108/ILT-04-2015-0045.
  • [28] Singh T, Da Silva Gehlen G, Singh V, Ferreira NF, Yesukai De Barros L, Lasch G, et al. Selection of automotive brake friction composites reinforced by agro-waste and natural fiber: An integrated multi-criteria decision-making approach. Results in Engineering. 2024;22:102030. https://doi.org/10.1016/j.rineng.2024.102030.
  • [29] Satapathy BK, Bijwe J. Performance of friction materials based on variation in nature of organic fibres. Wear. 2004;257:585–9. https://doi.org/10.1016/j.wear.2004.03.004.
  • [30] Brauers WKM, Zavadskas EK. Robustness of MULTIMOORA: A Method for Multi-Objective Optimization. Informatica. 2012;23:1–25. https://doi.org/10.15388/Informatica.2012.346.
  • [31] Aytaç Adalı E, Tuş Işık A. The multi-objective decision mak-ing methods based on MULTIMOORA and MOOSRA for the laptop selection problem. J Ind Eng Int. 2017;13:229–37. https://doi.org/10.1007/s40092-016-0175-5.
  • [32] Patnaik PK, Swain PTR, Mishra SK, Purohit A, Biswas S. Composite material selection for structural applications based on AHP-MOORA approach. Materials Today: Proceedings. 2020;33:5659–63. https://doi.org/10.1016/j.matpr.2020.04.063.
  • [33] Baležentis A, Baležentis T, Brauers WKM. Personnel selec-tion based on computing with words and fuzzy MULTIMOORA. Expert Systems with Applications. 2012;39:7961–7. https://doi.org/10.1016/j.eswa.2012.01.100.
  • [34] Chakraborty S. Applications of the MOORA method for decision making in manufacturing environment. Int J Adv Manuf Technol. 2011;54:1155–66. https://doi.org/10.1007/s00170-010-2972-0.
  • [35] Brauers WKM, Baležentis A, Baležentis T. MULTIMOORA for the Eu Member States Updated with Fuzzy Number Theory / Neraiškiųjų Skaičiu Teorija Papildytas MULTIMOORA Metodas Europos Sąjungos Valstybių Narių Išsivystymo Ver-tinimui. Technological and Economic Development of Econ-omy. 2011;17:259–90. https://doi.org/10.3846/20294913.2011.580566.
  • [36] Kracka M, Brauers WKM, Zavadskas EK. Ranking Heating Losses in a Building by Applying the MULTIMOORA. Presen-ted at the Inzinerine Ekonomika-Engineering Economics; 2010; 21(4), 352-359.
  • [37] Bhaskar S, Kumar M, Patnaik A. Application of Hybrid AHP-TOPSIS Technique in Analyzing Material Performance of Silicon Carbide Ceramic Particulate Reinforced AA2024 Alloy Composite. Silicon. 2020;12:1075–84. https://doi.org/10.1007/s12633-019-00211-8.
  • [38] Ahlawat V, Anuradha P, Kajal S. Preference selection of brake friction composite using entropy-VIKOR technique. Ma-terials Today: Proceedings. 2021;46:9573–9. https://doi.org/10.1016/j.matpr.2020.04.256.
  • [39] Modi D, Dalsaniya A, Fuse K, Kanakhara M. Optimizing the Design of Brake Disc Using Multi-criteria Decision-making Method AHP-TOPSIS for All-terrain Vehicle. Presented at the 9th International Conference on Industrial Technology and Management (ICITM); 2020; Oxford, United Kingdom. https://doi.org/10.1109/ICITM48982.2020.9080399.
  • [40] Ishak NM, Sivakumar D, Mansor MR, Siva I. Application of Fuzzy Vikor in Automotive Brake Pad Material. Journal of Mechanical Engineering and Technology 2019;11(1).
  • [41] Jahan F, Soni M, Wakeel S, Ahmad S, Bingol S. Selection of Automotive Brake Material Using Different MCDM Tech-niques and Their Comparisons. JESTR. 2022;15:24–33. https://doi.org/10.25103/jestr.151.04.
  • [42] Konada NK, Oktem H, Oz A. Tribological and Mechanical Behavior of Brake Composite with ANN and TOPSIS. J of Materi Eng and Perform. 2024. https://doi.org/10.1007/s11665-023-09122-7.
  • [43] Singh T. An integrated multicriteria decision making frame-work for the selection of waste cement dust filled automotive brake friction composites. Sci Rep. 2024;14:6817. https://doi.org/10.1038/s41598-023-46385-5.
  • [44] Singh T, Aherwar A, Ranakoti L, Bhandari P, Singh V, Lendvai L. Performance Optimization of Lignocellulosic Fi-ber-Reinforced Brake Friction Composite Materials Using an Integrated CRITIC-CODAS-Based Decision-Making Approach. Sustainability. 2023;15:8880. https://doi.org/10.3390/su15118880.
  • [45] Singh T, Patnaik A, Chauhan R, Chauhan P. Selection of brake friction materials using hybrid analytical hierarchy pro-cess and vise Kriterijumska Optimizacija Kompromisno Re-senje approach. Polymer Composites. 2018;39:1655–62. https://doi.org/10.1002/pc.24113.
  • [46] Yavuz H. Evaluation of blue Cupressus Arizona cone in automotive brake pad biocomposite. BioRes. 2023;18:5182–97. https://doi.org/10.15376/biores.18.3.5182-5197.
  • [47] Kuş H, Avcu A, Sugözü İ. Red Mud Ratio Effects on the Tribological Performance of Fly-Ash-Reinforced Bronze Ma-trix Brake Pad Material. J of Materi Eng and Perform. 2024. https://doi.org/10.1007/s11665-024-09996-1.
  • [48] Sugözü İ, Sugözü B. Friction and Wear Properties of Auto-mobile Brake Linings Containing Borax Powder with Different Grain Sizes. International Journal of Automotive Science And Technology. 2021:224–7. https://doi.org/10.30939/ijastech..924897.
  • [49] Singh T, Singh V, Ranakoti L, Kumar S. Optimization on tribological properties of natural fiber reinforced brake friction composite materials: Effect of objective and subjective weighting methods. Polymer Testing. 2023;117:107873. https://doi.org/10.1016/j.polymertesting.2022.107873.
  • [50] Gelen MB, Demi̇R AS. Selection Of Information Technology Personnel For An Enterprise In The Process Of Industry 4.0 With The MultiMoora Method. Sakarya University Journal of Science. 2019;23:663–75. https://doi.org/10.16984/saufenbilder.459659.
  • [51] Kundakci N. Combined Multi-Criteria Decision Making Ap-proach Based On Macbeth And Multi-MOORA Methods. Al-phanumeric. 2016;4. https://doi.org/10.17093/aj.2016.4.1.5000178402
  • [52] Hafezalkotob A, Hafezalkotob A, Liao H, Herrera F. An overview of MULTIMOORA for multi-criteria decision-making: Theory, developments, applications, and challenges. Information Fusion. 2019;51:145–77. https://doi.org/10.1016/j.inffus.2018.12.002.
  • [53] Mesran M, Waruwu FT. Comparative Analysis of MOORA and MOOSRA Methods in Determining Prospective Students Recipient of the Indonesian Smart Card (KIP). Josh. 2022;3(4):499–506. https://doi.org/10.47065/josh.v3i4.1860.
  • [54] Jeganmohan S, Sugozu B, Kumar M, Selvam DR. Experi-mental Investigation on the Friction and Wear Characteristics of Palm Seed Powder Reinforced Brake Pad Friction Compo-sites. J Inst Eng India Ser D. 2020;101:61–9. https://doi.org/10.1007/s40033-020-00210-9.
Year 2024, Volume: 8 Issue: 4, 419 - 430
https://doi.org/10.30939/ijastech..1552726

Abstract

References

  • [1] Akbulut F, Mutlu İ. Experimental Comparison of Manufactur-ing Parameters in Automotive Friction Materials. International Journal of Automotive Science And Technology. 2024;8(2):167–78. https://doi.org/10.30939/ijastech..1425382
  • [2] Akincioğlu G, Akincioğlu S, Öktem H, Uygur İ. Brake Pad Performance Characteristic Assessment Methods. International Journal of Automotive Science and Technology. 2021;5(1):67–78. https://doi.org/10.30939/ijastech..848266.
  • [3] Aruna M, Kaliappan S, Saragada DVVSBR, Venkatesh R, Vijayan V, Soudagar MEM, et al. SiC and MWCNT Blending Actions on Functional Performance of Hybrid AA2024 Alloy Nanocomposite Via Two Step Stir Cast Route. Inter Metalcast. 2024; https://doi.org/10.1007/s40962-024-01351-3
  • [4] Baraniraj A, Sathiyagnanam AP, Venkatesh R, De Poures MV. Vacuum Stir Cast Developed Aluminium Alloy Hybrid Nano-composite Performance Compared with Gravity Cast: Mechan-ical and Tribological Characteristics Study. Inter Metalcast. 2024;18:1273–83. https://doi.org/10.1007/s40962-023-01119-1.
  • [5] Du A, Lattanzi L, Jarfors AEW, Zheng J, Wang K, Yu G. Role of matrix alloy, reinforcement size and fraction in the sliding wear behaviour of Al-SiCp MMCs against brake pad material. Wear. 2023;530–531:204969. https://doi.org/10.1016/j.wear.2023.204969
  • [6] Chandradass J, Thirugnanasambandham T, Amutha Surabi M, Baskara Sethupathi P, Rajendran R. Development of asbes-tos free aramid fibre based friction lining material for automo-tive application. SAE Technical Paper Series. 2023; 2023-28-0122. https://doi.org/10.4271/2023-28-0122
  • [7] Krishnakumar S, Ali M, Prakash R, Venkatesh R. Fabrication of nano SiC and BF-bonded magnesium alloy (AZ80) hybrid nanocomposite via liquid state stir casting process: characteris-tics study. International Journal of Cast Metals Research. 2024;37:196–207. https://doi.org/10.1080/13640461.2024.2355615.
  • [8] Si L, Liu C, Yan H, Wang Y, Yang Y, Zhang S, et al. The in-fluences of high temperature on tribological properties of Cu-based friction materials with a friction phase of SiO2/SiC/Al2O3. AIP Advances. 2021;11:025335. https://doi.org/10.1063/5.0040220.
  • [9] Zhang P, Zhang L, Wei D, Wu P, Cao J, Shijia C, et al. The Synergistic Effect of Cr and CrFe Particles on the Braking Be-havior of Cu-Based Powder Metallurgy Brake Pads. Tribology Transactions. 2019;62:1072–85. https://doi.org/10.1080/10402004.2019.1648914.
  • [10] Zhang P, Zhang L, Fu K, Wu P, Cao J, Shijia C, et al. The effect of Al2O3 fiber additive on braking performance of cop-per-based brake pads utilized in high-speed railway train. Tri-bology International. 2019;135:444–56. https://doi.org/10.1016/j.triboint.2019.03.034
  • [11] Kim KI, Lee H, Kim J, Oh KH, Kim KT. Wear Behavior of Commercial Copper-Based Aircraft Brake Pads Fabricated un-der Different SPS Conditions. Crystals. 2021;11:1298. https://doi.org/10.3390/cryst11111298.
  • [12] Esswein Junior JAL, Arrieche FE, Schaeffer L. Analysis of wear in organic and sintered friction materials used in small wind energy converters. Mat Res. 2008;11:269–73. https://doi.org/10.1590/S1516-14392008000300007.
  • [13] Ostermeyer GP, Müller M. New insights into the tribology of brake systems. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. 2008;222:1167–200. https://doi.org/10.1243/09544070JAUTO595.
  • [14] Podobová M, Puchý V, Falat L, Džunda R, Besterci M. Waste metals based metal-matrix ceramic-reinforced compo-sites for friction applicationsStructural properties and cyclic oxidation behavior of Ni-Al-Y superalloys. Kovmat. 2022;60: 351–362. https://doi.org/10.31577/km.2022.6.351.
  • [15] Sugözü B. Tribological properties of brake friction materials containing fly ash. ILT. 2018;70:902–6. https://doi.org/10.1108/ILT-04-2017-0100.
  • [16] Sugözü I. Investigation of using rice husk dust and ulexite in automotive brake pads. Materials Testing. 2015;57:877–82. https://doi.org/10.3139/120.110792.
  • [17] Gehlen GS, Neis PD, Barros LY, Poletto JC, Ferreira NF, Amico SC. Tribological performance of eco-friendly friction materials with rice husk. Wear. 2022;500–501:204374. https://doi.org/10.1016/j.wear.2022.204374.
  • [18] Mohanty S, Chugh YP. Development of fly ash-based auto-motive brake lining. Tribology International. 2007;40:1217–24. https://doi.org/10.1016/j.triboint.2007.01.005.
  • [19] Tangüler M, Gürsel P. Türkiye’de Uçucu Küllü Betonlar İçin Yaşam Döngüsü Analizi Presented at the 9. Ulusal Beton Kongresi; 2015; Antalya, Turkey.
  • [20] Nguyen TTP, Nguyen VT, Hoang N, Hoang VD, Luu XD, Le TMH, et al. Studies on Red Mud Material to Use for Combus-tion of Vietnam Pulverized Coal. Inorganics. 2022;10:58. https://doi.org/10.3390/inorganics10050058.
  • [21] Vigneshwaran S, Uthayakumar M, Arumugaprabu V. Devel-opment and sustainability of industrial waste-based red mud hybrid composites. Journal of Cleaner Production. 2019;230:862–8. https://doi.org/10.1016/j.jclepro.2019.05.131.
  • [22] Chen J, Bai B, Du Q. Durability evaluation of a high-performance red mud-based composite material. Materials To-day Communications. 2024;39:108684. https://doi.org/10.1016/j.mtcomm.2024.108684.
  • [23] Bahrami A, Soltani N, Pech-Canul MI, Gutiérrez CA. Devel-opment of metal-matrix composites from industrial/agricultural waste materials and their derivatives. Critical Reviews in Envi-ronmental Science and Technology. 2016;46:143–208. https://doi.org/10.1080/10643389.2015.1077067.
  • [24] Islam A, Dwivedi SP, Yadav R, Dwivedi VK. Development of Aluminium Based Composite by Utilizing Industrial Waste and Agro-Waste Material as Reinforcement Particles. J Inst Eng India Ser D. 2021;102:317–30. https://doi.org/10.1007/s40033-021-00292-z.
  • [25] Karthik R, Shiva Sankaran N, Venkatesh Raja K, Venkatesh R. Characteristics performance evaluation of AZ91-fly ash composite developed by vacuum associated stir processing. International Journal of Cast Metals Research. 2024:1–8. https://doi.org/10.1080/13640461.2024.2364129.
  • [26] Kus H, Altiparmak D. Effect of glass powder on the friction performance of automotive brake lining materials. Sci Sinter-ing. 2023;55:159–70. https://doi.org/10.2298/SOS211017006K.
  • [27] Kus H, Altiparmak D. Effects of fly ash content on the fric-tion-wear performance of bronze-based brake lining materials produced by the hot-pressing method. Industrial Lubrication and Tribology. 2015;67:612–21. https://doi.org/10.1108/ILT-04-2015-0045.
  • [28] Singh T, Da Silva Gehlen G, Singh V, Ferreira NF, Yesukai De Barros L, Lasch G, et al. Selection of automotive brake friction composites reinforced by agro-waste and natural fiber: An integrated multi-criteria decision-making approach. Results in Engineering. 2024;22:102030. https://doi.org/10.1016/j.rineng.2024.102030.
  • [29] Satapathy BK, Bijwe J. Performance of friction materials based on variation in nature of organic fibres. Wear. 2004;257:585–9. https://doi.org/10.1016/j.wear.2004.03.004.
  • [30] Brauers WKM, Zavadskas EK. Robustness of MULTIMOORA: A Method for Multi-Objective Optimization. Informatica. 2012;23:1–25. https://doi.org/10.15388/Informatica.2012.346.
  • [31] Aytaç Adalı E, Tuş Işık A. The multi-objective decision mak-ing methods based on MULTIMOORA and MOOSRA for the laptop selection problem. J Ind Eng Int. 2017;13:229–37. https://doi.org/10.1007/s40092-016-0175-5.
  • [32] Patnaik PK, Swain PTR, Mishra SK, Purohit A, Biswas S. Composite material selection for structural applications based on AHP-MOORA approach. Materials Today: Proceedings. 2020;33:5659–63. https://doi.org/10.1016/j.matpr.2020.04.063.
  • [33] Baležentis A, Baležentis T, Brauers WKM. Personnel selec-tion based on computing with words and fuzzy MULTIMOORA. Expert Systems with Applications. 2012;39:7961–7. https://doi.org/10.1016/j.eswa.2012.01.100.
  • [34] Chakraborty S. Applications of the MOORA method for decision making in manufacturing environment. Int J Adv Manuf Technol. 2011;54:1155–66. https://doi.org/10.1007/s00170-010-2972-0.
  • [35] Brauers WKM, Baležentis A, Baležentis T. MULTIMOORA for the Eu Member States Updated with Fuzzy Number Theory / Neraiškiųjų Skaičiu Teorija Papildytas MULTIMOORA Metodas Europos Sąjungos Valstybių Narių Išsivystymo Ver-tinimui. Technological and Economic Development of Econ-omy. 2011;17:259–90. https://doi.org/10.3846/20294913.2011.580566.
  • [36] Kracka M, Brauers WKM, Zavadskas EK. Ranking Heating Losses in a Building by Applying the MULTIMOORA. Presen-ted at the Inzinerine Ekonomika-Engineering Economics; 2010; 21(4), 352-359.
  • [37] Bhaskar S, Kumar M, Patnaik A. Application of Hybrid AHP-TOPSIS Technique in Analyzing Material Performance of Silicon Carbide Ceramic Particulate Reinforced AA2024 Alloy Composite. Silicon. 2020;12:1075–84. https://doi.org/10.1007/s12633-019-00211-8.
  • [38] Ahlawat V, Anuradha P, Kajal S. Preference selection of brake friction composite using entropy-VIKOR technique. Ma-terials Today: Proceedings. 2021;46:9573–9. https://doi.org/10.1016/j.matpr.2020.04.256.
  • [39] Modi D, Dalsaniya A, Fuse K, Kanakhara M. Optimizing the Design of Brake Disc Using Multi-criteria Decision-making Method AHP-TOPSIS for All-terrain Vehicle. Presented at the 9th International Conference on Industrial Technology and Management (ICITM); 2020; Oxford, United Kingdom. https://doi.org/10.1109/ICITM48982.2020.9080399.
  • [40] Ishak NM, Sivakumar D, Mansor MR, Siva I. Application of Fuzzy Vikor in Automotive Brake Pad Material. Journal of Mechanical Engineering and Technology 2019;11(1).
  • [41] Jahan F, Soni M, Wakeel S, Ahmad S, Bingol S. Selection of Automotive Brake Material Using Different MCDM Tech-niques and Their Comparisons. JESTR. 2022;15:24–33. https://doi.org/10.25103/jestr.151.04.
  • [42] Konada NK, Oktem H, Oz A. Tribological and Mechanical Behavior of Brake Composite with ANN and TOPSIS. J of Materi Eng and Perform. 2024. https://doi.org/10.1007/s11665-023-09122-7.
  • [43] Singh T. An integrated multicriteria decision making frame-work for the selection of waste cement dust filled automotive brake friction composites. Sci Rep. 2024;14:6817. https://doi.org/10.1038/s41598-023-46385-5.
  • [44] Singh T, Aherwar A, Ranakoti L, Bhandari P, Singh V, Lendvai L. Performance Optimization of Lignocellulosic Fi-ber-Reinforced Brake Friction Composite Materials Using an Integrated CRITIC-CODAS-Based Decision-Making Approach. Sustainability. 2023;15:8880. https://doi.org/10.3390/su15118880.
  • [45] Singh T, Patnaik A, Chauhan R, Chauhan P. Selection of brake friction materials using hybrid analytical hierarchy pro-cess and vise Kriterijumska Optimizacija Kompromisno Re-senje approach. Polymer Composites. 2018;39:1655–62. https://doi.org/10.1002/pc.24113.
  • [46] Yavuz H. Evaluation of blue Cupressus Arizona cone in automotive brake pad biocomposite. BioRes. 2023;18:5182–97. https://doi.org/10.15376/biores.18.3.5182-5197.
  • [47] Kuş H, Avcu A, Sugözü İ. Red Mud Ratio Effects on the Tribological Performance of Fly-Ash-Reinforced Bronze Ma-trix Brake Pad Material. J of Materi Eng and Perform. 2024. https://doi.org/10.1007/s11665-024-09996-1.
  • [48] Sugözü İ, Sugözü B. Friction and Wear Properties of Auto-mobile Brake Linings Containing Borax Powder with Different Grain Sizes. International Journal of Automotive Science And Technology. 2021:224–7. https://doi.org/10.30939/ijastech..924897.
  • [49] Singh T, Singh V, Ranakoti L, Kumar S. Optimization on tribological properties of natural fiber reinforced brake friction composite materials: Effect of objective and subjective weighting methods. Polymer Testing. 2023;117:107873. https://doi.org/10.1016/j.polymertesting.2022.107873.
  • [50] Gelen MB, Demi̇R AS. Selection Of Information Technology Personnel For An Enterprise In The Process Of Industry 4.0 With The MultiMoora Method. Sakarya University Journal of Science. 2019;23:663–75. https://doi.org/10.16984/saufenbilder.459659.
  • [51] Kundakci N. Combined Multi-Criteria Decision Making Ap-proach Based On Macbeth And Multi-MOORA Methods. Al-phanumeric. 2016;4. https://doi.org/10.17093/aj.2016.4.1.5000178402
  • [52] Hafezalkotob A, Hafezalkotob A, Liao H, Herrera F. An overview of MULTIMOORA for multi-criteria decision-making: Theory, developments, applications, and challenges. Information Fusion. 2019;51:145–77. https://doi.org/10.1016/j.inffus.2018.12.002.
  • [53] Mesran M, Waruwu FT. Comparative Analysis of MOORA and MOOSRA Methods in Determining Prospective Students Recipient of the Indonesian Smart Card (KIP). Josh. 2022;3(4):499–506. https://doi.org/10.47065/josh.v3i4.1860.
  • [54] Jeganmohan S, Sugozu B, Kumar M, Selvam DR. Experi-mental Investigation on the Friction and Wear Characteristics of Palm Seed Powder Reinforced Brake Pad Friction Compo-sites. J Inst Eng India Ser D. 2020;101:61–9. https://doi.org/10.1007/s40033-020-00210-9.
There are 54 citations in total.

Details

Primary Language English
Subjects Automotive Engineering Materials
Journal Section Articles
Authors

Adem Avcu 0000-0001-9981-5311

Hüsamettin Kuş 0000-0002-9194-6816

İlker Sugözü 0000-0001-5677-3529

Publication Date
Submission Date September 19, 2024
Acceptance Date December 16, 2024
Published in Issue Year 2024 Volume: 8 Issue: 4

Cite

APA Avcu, A., Kuş, H., & Sugözü, İ. (n.d.). Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads. International Journal of Automotive Science And Technology, 8(4), 419-430. https://doi.org/10.30939/ijastech..1552726
AMA Avcu A, Kuş H, Sugözü İ. Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads. IJASTECH. 8(4):419-430. doi:10.30939/ijastech.1552726
Chicago Avcu, Adem, Hüsamettin Kuş, and İlker Sugözü. “Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads”. International Journal of Automotive Science And Technology 8, no. 4 n.d.: 419-30. https://doi.org/10.30939/ijastech. 1552726.
EndNote Avcu A, Kuş H, Sugözü İ Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads. International Journal of Automotive Science And Technology 8 4 419–430.
IEEE A. Avcu, H. Kuş, and İ. Sugözü, “Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads”, IJASTECH, vol. 8, no. 4, pp. 419–430, doi: 10.30939/ijastech..1552726.
ISNAD Avcu, Adem et al. “Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads”. International Journal of Automotive Science And Technology 8/4 (n.d.), 419-430. https://doi.org/10.30939/ijastech. 1552726.
JAMA Avcu A, Kuş H, Sugözü İ. Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads. IJASTECH.;8:419–430.
MLA Avcu, Adem et al. “Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads”. International Journal of Automotive Science And Technology, vol. 8, no. 4, pp. 419-30, doi:10.30939/ijastech. 1552726.
Vancouver Avcu A, Kuş H, Sugözü İ. Application of the MULTIMOORA Method to Evaluate Performance Results of Red Mud Reinforced Bronze Matrix Brake Pads. IJASTECH. 8(4):419-30.


International Journal of Automotive Science and Technology (IJASTECH) is published by Society of Automotive Engineers Turkey

by.png