Optimization of Stir-Cast AA6063 Hybrid Composites Reinforced with Rice Husk Ash and Marble Dust Using Taguchi-Grey Relational Analysis
1Department of Mechanical Engineering, Swami Keshvanand Institute of Technology, Management & Gramothan, Jaipur 302017, India
2Department of Mechanical Engineering, Anand International College of Engineering, Jaipur 302012, India
*Author to whom correspondence should be addressed:
E-mail: kprashant709@gmail.com (PK)
E-mail: kprashant709@gmail.com (PK)
Received: April 28, 2025 | Revised: April 04, 2026 | Accepted: April 19, 2026 | Published: June 2026
Abstract
Hybrid aluminium matrix composites (HAMCs) have emerged as promising materials owing to their superior mechanical and tribological performance. In the present study, AA6063-based HAMCs were developed using 5 wt.% silicon carbide (SiC) and 5 wt.% graphite (Gr) as primary reinforcements, along with 1.5–2.5 wt.% rice husk ash (RHA) and marble dust (MD) as secondary reinforcements. The composites were fabricated via stir casting based on a Taguchi L16 orthogonal array, considering pouring temperature (PT) and stirring speed (SS), wt.% RHA and wt.% MD as process parameters. Mechanical and tribological properties, including tensile strength, microhardness, wear rate, and density, were evaluated. Multi-response optimization was carried out using Grey Relational Analysis (GRA), wherein grey relational grades (GRG) were computed and ranked to determine the optimal experimental conditions. Further, analysis of variance (ANOVA) was performed on GRG to identify the significance and contribution of process parameters. The results demonstrate the effectiveness of the integrated Taguchi–GRA approach in determining optimal processing conditions for AA6063 hybrid composites.
Keywords
ANOVA; Density; Grey relational analysis; Microhardness; Porosity; Stir casting; Tensile Strength; Wear rate
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- 1) P. K. Krishnan, B. Mohammed, A. Kindi, and A. Mohammed, "Production and characterization of sustainable aluminum matrix composites reinforced with industrial waste materials via stir casting for lightweight and high-strength applications," In EPJ Web of Conferences, 345, 01050(2026) doi:10.1051/epjconf/202634501050
- 2) H. M. Alswat, "Sustainable and industry-ready metal matrix composites produced by stir casting and cryorolling," Journal of composite science,10(2),95(2026) doi:10.3390/jcs10020095
- 3) N. E. Udoye, C. J. Chime, C. G. Nwosu, and O. Fayomi,"Mechanical characterization of AA6061/groundnut shell powder matrix composite," E3S Web of Conferences, 684,03009(2026) doi:10.1051/e3sconf/202668403009
- 4) F. Ben and P. Apata, "Additive double-stir friction processing of Al₂O₃/AA6063 hybrid composites reinforced with coconut husks: Microstructure, mechanical and tribological performance," Mater. Chem.Phys.,350,131881(2026) doi:10.1016/j.matchemphys.2025.131881
- 5) A. Apasi, D. S. Yawas, S. Abdulkareem, and M. Y. Kolawole, "Improving mechanical properties of aluminum alloy through addition of coconut shell ash," J. Sci. Technol., 36 (3),34-43 (2016). v36i3.4 doi:10.4314/just
- 6) B. Gugulothu, R. S. Kumar, and P. S. S. Kumar, "Development of stir-cast Al6063 hybrid composites with 5 wt.% fly ash and varying SiC reinforcements for improved mechanical and impact properties," 247(1),27 (2026) doi:10.1007/s10751-026-02362-8
- 7) M. M. Boopathi, K. P. Arulshri, and N. Iyandurai, "Evaluation of mechanical properties of aluminium alloy 2024 reinforced with silicon carbide and fly ash hybrid metal matrix composites," Am. J. Appl. Sci., 10(3),219(2013) doi:10.3844/AJASSP.2013.219.229
- 8) A. M. Razzaq, D. L. Majid, M. R. Ishak, and U. M. Basheer, "Effect of fly ash addition on the physical and mechanical properties of AA6063 alloy reinforcement," Metals (Basel).,7 (11),1-15 (2017) doi:10.3390/met7110477
- 9) U. A. Williams, O. S. I. Fayomi, J. O. Ojediran, and K. M. Oluwasegun, "Integration and performance response of biowastes snail shell ash–reinforced AA6063 alloys: Interfacial effect, mechanical and corrosion properties," Sci. African,31,03267 (2026). 2026.e03267 doi:10.1016/j.sciaf
- 10) U. A. Williams, O. S. I. Fayomi, and J. O. Ojediran, "Sustainable reinforcement of aluminium 6063 with plantain peel ash: Microstructural, mechanical, and corrosion performance," Next Mater.,9,100986 (2025) doi:10.1016/j.nxmate.2025.100986
- 11) B. U. Odoni, F. O. Edoziuno, C. C. Nwaeju, and R. O. Akaluzia, "Experimental analysis, predictive modelling and optimization of some physical and mechanical properties of aluminium 6063 alloy-based composites reinforced with corn cob ash," J. Mater. Eng. Struct., 7, 451-465 (2020)
- 12) O. O. Joseph, J. Atiba, S. Ante, O. Joseph, and S. Eyenuro, "Effect of palm kernel shell reinforcement on the mechanical and corrosion properties of AA7075 aluminium alloy," Key Eng. Mater.,1012, 79-88 (2025) doi:10.4028/p-v1hUjU
- 13) S. Tejyan, C. K. Ror, and N. Kumar, "Mechanical properties of SiC and neem leaf powder reinforced Al-6063 hybrid metal matrix composites," Mater. TodayProc.,60,884-888(2022) doi:10.1016/j.matpr.2021.09.521
- 14) O. O. Daramola, O. A. Ogunsanya, O. S. Akintayo, I. O. Oladele, B. O. Adewuyi, and E. R. Sadiku, "Mechanical properties of Al6063 metal matrix composites reinforced with agro-waste silica particles," Leonardo Electron. J. Pract. Technol.,33,1-14(2018)
- 15) F. A. R. Rozhbiany and S. R. Jalal, "Influence of reinforcement and processing on aluminum matrix composites modified by stir casting route," Adv. Compos.Lett.,28(2019) doi:10.1177/2633366X19896584
- 16) S. Madhankumar, R. Balamurugan, S. Rajesh, and K. M. Senthilkumar, "Fabrication of Al6063 alloy, silicon carbide and boron glass powder metal matrix composites in stir casting process and analysis of process variables," Mater. Today, Proc.,42,529-535 (2020) doi:10.1016/j.matpr.2020.10.483
- 17) P. Sarmah and P. K. Patowari, "Mechanical and tribological analysis of fabricated Al6063-based MMCs with SiC reinforcement particles," Silicon 15(6),2781-2796 (2023) doi:10.1007/s12633-022-02175-8
- 18) V. K. Sharma, V. Kumar, R. S. Joshi, and D. Sharma, "Experimental analysis and characterization of SiC and RE oxides reinforced Al-6063 alloy-based hybrid composites," Int. J. Adv. Manuf. Technol., 108, 1173-1187 (2020) doi:10.1007/s00170-020-05228-7
- 19) V. Aswinprasad, V. S. Sriharish, C. Venkatesh, A. H. Meda, and N. Kamalakannan, "Experimental investigation of wear characteristics of aluminium 6063 hybrid composite reinforced with graphite and MoS₂," Mater. Today, Proc.,22,3190-3196 (2020) doi:10.1016/j.matpr.2020.03.456
- 20) A. Biradar and M. Rijesh, "Feasibility of stir casting method for processing Al-6063/graphite composite," Trans. Indian Inst. Met.,75 (2),407-416 (2022) doi:10.1007/s12666-021-02428-x
- 21) S. Singh, M. Garg, and N. K. Batra, "Analysis of dry sliding behavior of Al₂O₃/B₄C/Gr aluminum alloy metal matrix hybrid composite using Taguchi methodology," Tribol. Trans., 58 (4),758-765 (2015) doi:10.1080/10402004.2015.1015757
- 22) S. P. Dwivedi and V. R. Mishra, "Physico-chemical, mechanical and thermal behaviour of agro-waste RHA-reinforced green emerging composite material," Arab. J. Sci. Eng.,44 (9),8129-8142 (2019) doi:10.1007/s13369-019-03784-z
- 23) O. Olaniran, O. Uwaifo, E. Bamidele, and B. Olaniran, "An investigation of the mechanical properties of organic silica, bamboo leaf ash and rice husk reinforced aluminium hybrid composite," Mater. Sci. Eng. Int. J.,3 (4),129-134 (2019) doi:10.15406/mseij.2019.03.00103
- 24) A. A. Adediran, K. K. Alaneme, I. O. Oladele, and E. T. Akinlabi, "Wear characteristics of aluminium matrix composites reinforced with Si-based refractory compounds derived from rice husks," CogentEng.,7(1)(2020) doi:10.1080/23311916.2020.1826634
- 25) V. K. Sharma, S. Chaudhary, R. C. Singh, Sonia, Vikas, and V. Goel, "Reusing marble dust as reinforcement material for better mechanical performance: Studies on compositing aluminum matrix," Mater. Res. Express, 6 (12) (2019) doi:10.1088/2053-1591/ab6702
- 26) S. Kashyap, H. Tripathi, and N. Kumar, "Mechanical properties of marble dust reinforced aluminum matrix structural composites fabricated by stir casting process," Mater. Phys. Mech.,48 (2), 282-288 (2022) doi:10.18149/MPM.4822022_11
- 27) H. S. Jailani, A. Rajadurai, B. Mohan, A. S. Kumar, and T. Sornakumar, "Multi-response optimisation of sintering parameters of Al–Si alloy/fly ash composite using Taguchi method and grey relational analysis," Int. J. Adv. Manuf. Technol.,45 (3-4),362-369 (2009) doi:10.1007/s00170-009-1973-3
- 28) S. Dharmalingam, R. Subramanian, and M. Kök, "Optimization of abrasive wear performance in aluminium hybrid metal matrix composites using Taguchi–grey relational analysis," Proc. Inst. Mech. Eng. Part J: J. Eng. Tribol., 227 (7),749-760 (2013) doi:10.1177/1350650112467945
- 29) P. Jayaraman and L. Mahesh Kumar, "Multi-response optimization of machining parameters of turning AA6063-T6 aluminium alloy using grey relational analysis in Taguchi method," Procedia Eng.,97,197-204(2014) doi:10.1016/j.proeng.2014.12.242
- 30) A. K. Mishra, V. Kumar, and R. K. Srivastava, "Optimization of tribological performance of Al-6061T6-15% SiCp–15% Al₂O₃ hybrid metal matrix composites using Taguchi method and grey relational analysis,"2(4),351-361 (2014) doi:10.4236/jmmce.2014.2404
- 31) N. Kaushik and S. Singhal, "Hybrid combination of Taguchi–GRA–PCA for optimization of wear behavior in AA6063/SiCp matrix composite," Prod. Manuf.Res.,6(1),171-189(2018) doi:10.1080/21693277.2018.1479666
- 32) E. M and A. K, "High speed machining and optimization of Al/SiC/Gr hybrid metal matrix composites using ANOVA and grey relational analysis," Aust. J. Mech. Eng., 20 (3),883-893 (2022) doi:10.1080/14484846.2020.1761587
- 33) M. K. Rahiman, S. Santhoshkumar, and P. M. Kumar, "Experimental analysis on friction stir welded AA7075/AA6061 using Taguchi grey relational analysis," Mater. Today, Proc.,45,3290-3295 (2021) doi:10.1016/j.matpr.2020.12.519
- 34) S. V. Alagarsamy, M. Ravichandran, and M. Meignanamoorthy, "Multi-objective optimization of dry sliding wear control parameters for stir-cast AA7075–TiO₂ composites using Taguchi–grey relational approach," Aust. J. Mech. Eng., 20 (5), 1453-1462(2022) doi:10.1080/14484846.2020.1815997
- 35) I. Sabry, A. M. Hewidy, M. Alkhedher, and A. H. I. Mourad, "Analysis of variance and grey relational analysis for optimization of 6061-T6 flange friction stir welding parameters," Int. J. Light. Mater. Manuf., 7(6),773-792(2024) doi:10.1016/j.ijlmm.2024.06.006
- 36) B. A. Gemeda, D. K. Sinha, G. A. Mengesha, and S. S. Gautam, "Multi-objective parametric optimization of hybrid reinforced titanium MMC using Taguchi–grey relational analysis," J. Eng. Appl. Sci., 71 (1), 1-22 (2024) doi:10.1186/s44147-024-00427-5
- 37) R. Chandel, N. Sharma, and S. A. Bansal, "Recent developments in aluminum-based hybrid composites for automotive applications: A review," Emergent Mater.,4(5),1243-1257(2021) doi:10.1007/s42247-021-00186-6
- 38) B. S. Babu, P. Prathap, T. Balaji, D. Gowtham, S. S. Adi, R. Divakar, and S. Ravichandran, "Studies on the mechanical properties of aluminum-based hybrid metal matrix composites," Mater. Today, Proc., 33,1144-1148 (2020) doi:10.1016/j.matpr.2020.07.342
- 39) L. Cigarruista Solís, M. Chen Austin, E. Deago, G. López, and N. Marin-Calvo, "Rice husk-based insulators: Manufacturing process and thermal potential assessment," Materials (Basel).,17 (11) (2024) doi:10.3390/ma17112589
- 40) A. U. Abdullahi, "Study of the physical and mechanical properties of rice husk ash reinforced plastic composite," J. Eng. Technol.,10 (2),1-8 (2015)
- 41) S. Oli and Y. Luo, "Characterization and design of three-phase particulate composites: Microstructure-free finite element modeling vs analytical micromechanics models," Materials (Basel)., 16 (18) (2023) doi:10.3390/ma16186147
- 42) S. Tejyan, C. Lal, C. K. Ror, and V. Singh, "Influence of marble waste reinforcement on mechanical properties and sliding wear behavior of aluminium alloy MMC," J. Eng. Res.,13(1),131-141(2024) doi:10.1016/j.jer.2023.08.002
- 43) A. Kamboj, S. Kumar, and H. Singh, "Fabrication and characterization of Al6063/SiC composites," Proc. Inst. Mech. Eng. Part B: J. Eng. Manuf., 227 (12),1777-1787(2013) doi:10.1177/0954405413493618
- 44) A. Kumar, "Casting and characterization of Al6063/SiC nanocomposites produced using stir casting method," Mater. Today, Proc., 5(11),23853-23862 (2018) doi:10.1016/j.matpr.2018.10.177
- 45) R. Kumar and V. Kumar, "Optimization of process parameters for stir-cast AA6063 MMC on hardness, tensile strength and impact energy," Int. J. Mech. Eng. Technol., 8 (12),108-117 (2017)
- 46) R. Yadav, S. P. Dwivedi, and V. K. Dwivedi, "Effect of casting parameters on tensile strength of chrome-containing leather waste reinforced aluminium composite using RSM," Evergreen, 9 (4), 1031-1038 (2022) doi:10.5109/6625716
- 47) R. Kumar and K. N. Bairwa, "Optimizing Al6061-based hybrid MMCs: Microstructural transformations and enhanced mechanical properties," Evergreen,10(4),2161-2172(2023) doi:10.5109/7160891
- 48) D. Shrinivasa and G. V. N. Prakash, "Effect of TiO₂ and graphite reinforcement on aluminium 6061 composites fabricated by stir casting," Evergreen, vol. 11 (3),1770-1776 (2024) doi:10.5109/7236829
- 49) K. K. Alaneme and K. O. Sanusi, "Microstructural characteristics, mechanical and wear behaviour of aluminium hybrid composites reinforced with alumina, rice husk ash and graphite," Eng. Sci. Technol. Int. J.,18 (3),416-422 (2015) doi:10.1016/j.jestch.2015.02.003
- 50) K. K. Alaneme and B. J. Bamike, "Characterization of mechanical and wear properties of aluminium-based composites reinforced with quarry dust and silicon carbide," Ain Shams Eng. J.,9 (4), 2815-2821 (2018) doi:10.1016/j.asej.2017.10.009
- 51) K. S. L. Narayana, M. M. Benal, and H. K. Shivanand, "Effect of graphite on aluminium matrix composites fabricated by stir casting route: A review," Mater. TodayProc.,45,327-331(2020) doi:10.1016/j.matpr.2020.11.051
- 52) D. A. Ashebir, G. A. Mengesha, D. K. Sinha, and Y. B. Bereda, "Multi-response optimization of process and reinforcement parameters of hybrid reinforced Al matrix composites using Taguchi–grey relational analysis," Eng. Res. Express,4 (4) (2022) doi:10.1088/2631-8695/acaa8b
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