Javascript is required
[1] Mohan, R., Santhosh, M.I., Venkata, K.G. (2013). Improving mechanical properties of al 7075 alloy by equal channel angular extrusion process. International Journal of Modern Engineering Research, 3(5): 2713-2716. https://mail.ijmer.com/papers/Vol3_Issue5/AP3527132716.pdf.
[2] Magid, H.M., Sulaiman, S., Ariffin, M.K.A.M., Baharudin, B.T.H.T. (2014). Stress analysis of forward aluminum extrusion process using finite element method. Materials Research Innovations, 18(sup2): S2-611. [Crossref]
[3] Adeosun, S.O., Balogun, S.A., Sekunowo, O.I., Usman, M.A. (2010). Effects of heat treatment on strength and ductility of rolled and forged aluminum 6063 alloy. Journal of Minerals and Materials Characterization and Engineering, 9(8): 763-773. [Crossref]
[4] Chaudhari, G.A., Andhale, S.R., Patil, N.G. (2012). Experimental evaluation of effect of die angle on hardness and surface finish of cold forward extrusion of aluminum. International Journal of Emerging Technology and Advanced Engineering, 2(7): 334-338.
[5] Azeez, T.M., Mudashiru, L.O., Asafa, T.B., Adeleke, A.A., Ikubanni, P.P. (2021). Mechanical properties of Al 6063 processed with equal channel angular extrusion under varying process parameters. International Journal of Engineering Research in Africa, 54: 23-32. [Crossref]
[6] Talebanpour, B., Ebrahimi, R. (2009). Upper-bound analysis of dual equal channel lateral extrusion. Materials & Design, 30(5): 1484-1489. [Crossref]
[7] Chung, S.W., Kim, W.J., Kohzu, M., Higashi, K. (2003). The effect of ram speed on mechanical and thermal properties in ECAE process simulation. Materials Transactions, 44(5): 973-980. [Crossref]
[8] Olejnik, L., Presz, W., Rosochowski, A. (2009). Backward extrusion using micro-blanked aluminium sheet. International Journal of Material Forming, 2: 617-620. [Crossref]
[9] Parshikov, R.A., Rudskoy, A.I., Zolotov, A.M., Tolochko, O.V. (2013). Technological problems of equal channel angular pressing. Reviews on Advanced Materials Science, 34: 26-36.
[10] Bakhtiari, H., Karimi, M. Rezazadeh, S. (2014). Modeling, analysis and multi-objective optimization of twist extrusion process using predictive models and meta-heuristic approaches, based on finite element results. Journal of Intelligent Manufacturing, 27: 463-473. [Crossref]
[11] Thiyagarajan, R., Gopinath, A. (2014). Enhancement of mechanical properties of AA 6351 using equal channel angular extrusion (ECAE). Materials Science and Metallurgy Engineering, 2(2): 26-30. [Crossref]
[12] Azeez, T.M., Mudashiru, L.O., Asafa, T.B., Adeleke, A.A., Yusuff, A.S., Ikubanni, P.P. (2023). Mechanical properties and stress distribution in aluminium 6063 extrudates processed by equal channel angular extrusion technique. Australian Journal of Mechanical Engineering, 21(4): 1326-1334. [Crossref]
[13] Rusz, S., Malanik, K. (2007). Using severe plastic deformation to prepare of ultra fine-grained materials by ECAP method. Archives of Materials Science and Engineering, 28(11): 683-686.
[14] Segal, V.M. (2018). Review: Modes and processes of severe plastic deformation (SPD). Materials, 11(7): 1175. [Crossref]
[15] Laptev, A.M., Perig, A.V., Vyal, O.Y. (2014). Analysis of equal channel angular extrusion by upper bound method and rigid blocks model. Materials Research, 17(2): 359-366. [Crossref]
[16] Zhang, H., Liu, J., Sui, D., Cui, Z., Fu, M.W. (2018). Study of microstructural grain and geometric size effects on plastic heterogeneities at grain-level by using crystal plasticity modeling with high-fidelity representative microstructures. International Journal of Plasticity, 100: 69-89. [Crossref]
[17] Zhu, Q., Wang, C., Qin, H., Chen, G., Zhang, P. (2019). Effect of the grain size on the microtensile deformation and fracture behaviors of a nickel-based superalloy via EBSD and in-situ synchrotron radiation X-ray tomography. Materials Characterization, 156: 109875. [Crossref]
[18] All Standards and Publication. (2021). ASTM. https://standards.iteh.ai/catalog/standards/astm/1ae96a8c-52ae-437e-975a-19df22380a04/astm-b221m-21.
[19] Azeez, T.M., Mudashiru, L.O., Ojetoye, A.A. (2022). Assessment of microstructure and mechanical properties of as-cast magnesium alloys reinforced with organically extracted zinc and calcium. Advances in Manufacturing Technologies and Production Engineering, 6(5): 45-55. [Crossref]
[20] Banerjee, B., Pradhan, S., Das, S., Dhupal, D. (2024). Surface topography characterization of USMM during machining of zirconia ceramic using silicon carbide abrasives: An experimental and simulation approach. CIRP Journal of Manufacturing Science and Technology, 51: 1-19. [Crossref]
[21] Banerjee, B., Pradhan, S., Dhupal, D. (2024). Machining and surface characterization of Si3N4-Based ceramic during recently developed USMM using sic abrasives: An experimental investigation and simulation approach. Arabian Journal for Science and Engineering, 49(11): 15367-15395. [Crossref]
[22] Azeez, T.M., Mudashiru, L.O., Adeleke, A.A., Ikubanni, P.P., Agboola, O.O., Adesina, O.S. (2021). Effect of heat treatment on micro hardness and microstructural properties of Al 6063 alloy reinforced with silver nanoparticles (AgNps). In IOP Conference Series: Materials Science and Engineering. IOP Publishing, 1107(1): 012013. [Crossref]
[23] Furushima, T., Tsunezaki, H., Manabe, K.I., Alexsandrov, S. (2014). Ductile fracture and free surface roughening behaviors of pure copper foils for micro/meso-scale forming. International Journal of Machine Tools and Manufacture, 76: 34-48. [Crossref]
[24] Li, C.C., Qiao, X.G., Sun, W., Golovin, I.S., Kim, H.S., Sakai, T., Zheng, M.Y. (2025). Effect of grain size on mechanical characteristics and work-hardening behavior of fine-grained Mg-0.8 Mn alloy via adjusting extrusion temperature. Journal of Alloys and Compounds, 1010: 177322. [Crossref]
[25] Yang, W., Jiang, H., Zhou, P., Shao, B., Zong, Y. (2025). Continuous and discontinuous dynamic recrystallization in the superplastic deformation of moderately cold-deformed Cr4Mo4Ni4V martensitic steel. Journal of Materials Processing Technology, 335: 118647. [Crossref]
Search

Acadlore takes over the publication of IJCMEM from 2025 Vol. 13, No. 3. The preceding volumes were published under a CC BY 4.0 license by the previous owner, and displayed here as agreed between Acadlore and the previous owner. ✯ : This issue/volume is not published by Acadlore.

Open Access
Research article

Temperature and Reduction Ratio Effects on Wear Rate and Ductility of Direct Extruded Aluminium 6063: A Numerical and Experimental Investigation

temitayo mufutau azeez*,
humbulani simon phuluwa
Department of Industrial Engineering and Engineering Management, University of South Africa, 2000 Johannesburg, South Africa
International Journal of Computational Methods and Experimental Measurements
|
Volume 13, Issue 2, 2025
|
Pages 361-370
Received: 04-30-2025,
Revised: 06-01-2025,
Accepted: 06-18-2025,
Available online: 06-29-2025
View Full Article|Download PDF

Abstract:

Aluminium alloys are widely used in various industries due to their excellent strength-to-weight ratio, corrosion resistance, and formability. However, their wear resistance and ductility can be limiting factors in certain applications. This study investigates the effects of reduction ratio and extrusion temperature on the wear rate and ductility of Al 6063 extrudates. A systematic experimental approach was employed, involving the extrusion of aluminium samples at varying reduction ratios (20%, 40%, and 60%) and temperatures (400℃, 450℃, and 500℃). Quadratic models were developed to predict extruded wear rate and ductility, revealing reduction ratio and temperature as significant factors (p<0.05). The results showed that increased reduction percentage led to decreased wear rate, while enhanced grain sizes were achieved with increased reduction ratio and temperature. This research provides valuable insights for optimizing extrusion parameters to improve the wear resistance and ductility of formed Al 6063, which can be applied in various industries, such as aerospace, automotive, and construction, where high-performance aluminium alloys are critical.

Keywords: Extrusion, Wear rate, Ductility, Reduction ratio, Temperature

1. Introduction

Aluminium alloys, most especially 6063 grades, have gained popularity in many industrial applications owing to their distinguishing features such as lightweight, corrosion resistance, high strength, thermal and electrical conductivity. These features enable them to be suitable for transportation, aerospace, and construction applications [1]. It resembles the British aluminium alloy HE9 due to its similar properties in terms of strength and weldability [2]. One of the major practical techniques of producing and enhancing aluminium alloy qualities is extrusion, a procedure that entails the material being forced through die to produce complex shapes.

Extrusion is a method of manufacturing shapes from plastic or metallic materials by forcing them through a prefabricated series of dies. The extruded product takes the die shape [3]. The extrusion process is unique relative to other forming processes, such as forging and casting, due to its ability to produce longer shapes, such as tubes and beams, which are not realistic in forging and casting processes [4]. Extrusion also enables more accurate shape and size control of the product profile. This process conserves more materials compared to machining, which is also one of the forming processes [5]. The extrusion process is well-suited for aluminium alloys due to its low melting points, high ductility, and corrosion resistance [6]. The process enables the development of complex shapes, and it is cost-effective with high efficiency.

Aluminium extrusions have gained production popularity in many ways, examples of these are found in window frames manufacturing, aircraft components, and taking advantage of their thermal conductivity in the production of heat sinks used in electronic devices. Extrusion responses, otherwise known as process parameters like reduction ratio and temperature, are substantially enhanced by the mechanical features, performance, and micro-structural value of the extruded product [7]. Flow stress, microstructural texture, and ductility of the material have been influenced by the temperature [8]. The reduction ratio also enhanced strain hardening and fine texture development [9]. A thorough understanding of these parameters’ impacts on the extrudes is very important in optimizing the extrusion process and ensuring high-quality products. However, past research concentrated on individual temperature or reduction ratio effects without any details on their interactive effects [10]. This knowledge gap restricted the prediction and control ability of the mechanical properties and microstructure of the extrudes.

The two crucial properties that are used as a measure of extruded aluminium components' performance and lifespan are ductility and wear resistance [11]. Wear resistance is crucial for friction and abrasion applications like moving parts and surfaces [12]. Ductility is important in an application that requires deformation to be prevented so as to prevent failure [13].

To obtain superior mechanical qualities, the interactions between extrusion process parameters, particularly reduction ratio and temperature, are critical [14]. According to Laptev et al. [15], the temperature development is a bit greater in initial billet height at a given percentage area reduction, and the greater the percentage reduction in area, the higher the temperature rises during the extrusion process. This is because, when the amount of energy required to distort the material advances, it so increases the deformation work in addition to frictional work, particularly at the die land zone, which transforms into heat in the main deformation and die land zone [16]. Beyond a 90% area decrease, the dead zone temperature often rises considerably more than the die region temperature. This is attributable to the direct and greater contact area of this zone with the major deformation region, along with the substantial degree of heat flowing into and released in this zone during the transformation of the deformation work into heat [16]. Increasing the coefficient of friction causes an increase in extrusion temperature at the die land zone but no substantial increase in extrusion temperature at the dead zone. However, exceeding an extrusion speed of 4.23mm/s results in a higher dead region temperature rise than a steadier die land temperature increase. In general, increasing speed causes a temperature rise [16].

The excessive or insufficient reduction ratio and temperature effects are posing a threat to the extrusion process. Work piece may be damaged under excessive temperature, like hot tears, blisters, and incipient melting, especially at the temperature exceeds 550℃ [17]. Excessive reduction ratio can subject materials to overworking conditions that consequently result in fractures and cracks. In the reverse way, too low a reduction ratio and temperature can lead to under-pressing, resulting in inadequate mechanical properties or surface roughness defects. Based on previous studies, extruding materials under excessive temperature can hike the cost of extrusion up to 16% because of wasted energy and die wear [3].

Despite the extrusion parameter’s role on aluminium 6063 properties, there is an urgent need for a thorough review on the combined extrusion parameters, such as temperature and reduction ratio effects on its ductility and the wear rate. This research aims to bridge the gap between using combined experimental and numerical techniques in investigating temperature and reduction ratio effects on ductility and wear rate of extruded aluminium 6063.

Through the extrusion process and materials properties comprehensive analysis, this study seeks to present a significant insight into the sophisticated interactions between extrusion parameters, micro-structure and its performance. The research outcomes will contribute immensely to developing the optimized extrusion processes and enhanced materials properties, leading to improved efficiency and sustainability of industrial applications.

2. Materials and Methods

3. Results and Discussions

4. Conclusions

The study comprehensively investigated the relationships between processing parameters, microstructure, and mechanical properties of Al 6063 aluminium grade, and its application of statistical design of experiments (DOE) techniques for optimization, as a result, the following conclusions were drawn from the research.

i. Both temperature and percentage reduction rate significantly enhance ductility and wear rate.

ii. The relationships between processing parameters, microstructure, and mechanical properties of extruded Al 6063 were established and all the input factors and some of their interactions are significant in wear rate and ductility predictions through the developed model.

iii. The application of CCD for optimizing the extrusion process allows the evaluation of multiple factors and their interactions.

iv. Extrudates at higher percentage reduction has reduced wear rate and higher ductility.

v. Higher percentage reduction ratio refine grain structure of aluminium 6063.

vi. The findings of this research can be applied in various industries, such as aerospace, automotive, and construction, where extruded Al 6063 alloys are widely used to forecast its properties.

vii. The integrated experimental-simulation approach enabled the development of a more accurate simulation model, capturing the complex interactions between processing parameters and material properties.

viii. The validated experimental model and simulation that were used to optimize the extrusion process will reduce trial-and-error experimentation and improve the efficiency of the process.

ix. The integrated approach has provided a deeper understanding of the material's behavior during extrusion, enabling the development of new materials and processes.

Future studies could consider using non-linear statistical models, in deciding normality and transforming the data if necessary, increasing the sample size, and considering additional variables that may affect the relationship between extrusion parameters and material properties.

Data Availability

The data used to support the findings of this study are available from the corresponding author upon request.

Conflicts of Interest

The authors declare that they have no conflicts of interest.

References
[1] Mohan, R., Santhosh, M.I., Venkata, K.G. (2013). Improving mechanical properties of al 7075 alloy by equal channel angular extrusion process. International Journal of Modern Engineering Research, 3(5): 2713-2716. https://mail.ijmer.com/papers/Vol3_Issue5/AP3527132716.pdf.
[2] Magid, H.M., Sulaiman, S., Ariffin, M.K.A.M., Baharudin, B.T.H.T. (2014). Stress analysis of forward aluminum extrusion process using finite element method. Materials Research Innovations, 18(sup2): S2-611. [Crossref]
[3] Adeosun, S.O., Balogun, S.A., Sekunowo, O.I., Usman, M.A. (2010). Effects of heat treatment on strength and ductility of rolled and forged aluminum 6063 alloy. Journal of Minerals and Materials Characterization and Engineering, 9(8): 763-773. [Crossref]
[4] Chaudhari, G.A., Andhale, S.R., Patil, N.G. (2012). Experimental evaluation of effect of die angle on hardness and surface finish of cold forward extrusion of aluminum. International Journal of Emerging Technology and Advanced Engineering, 2(7): 334-338.
[5] Azeez, T.M., Mudashiru, L.O., Asafa, T.B., Adeleke, A.A., Ikubanni, P.P. (2021). Mechanical properties of Al 6063 processed with equal channel angular extrusion under varying process parameters. International Journal of Engineering Research in Africa, 54: 23-32. [Crossref]
[6] Talebanpour, B., Ebrahimi, R. (2009). Upper-bound analysis of dual equal channel lateral extrusion. Materials & Design, 30(5): 1484-1489. [Crossref]
[7] Chung, S.W., Kim, W.J., Kohzu, M., Higashi, K. (2003). The effect of ram speed on mechanical and thermal properties in ECAE process simulation. Materials Transactions, 44(5): 973-980. [Crossref]
[8] Olejnik, L., Presz, W., Rosochowski, A. (2009). Backward extrusion using micro-blanked aluminium sheet. International Journal of Material Forming, 2: 617-620. [Crossref]
[9] Parshikov, R.A., Rudskoy, A.I., Zolotov, A.M., Tolochko, O.V. (2013). Technological problems of equal channel angular pressing. Reviews on Advanced Materials Science, 34: 26-36.
[10] Bakhtiari, H., Karimi, M. Rezazadeh, S. (2014). Modeling, analysis and multi-objective optimization of twist extrusion process using predictive models and meta-heuristic approaches, based on finite element results. Journal of Intelligent Manufacturing, 27: 463-473. [Crossref]
[11] Thiyagarajan, R., Gopinath, A. (2014). Enhancement of mechanical properties of AA 6351 using equal channel angular extrusion (ECAE). Materials Science and Metallurgy Engineering, 2(2): 26-30. [Crossref]
[12] Azeez, T.M., Mudashiru, L.O., Asafa, T.B., Adeleke, A.A., Yusuff, A.S., Ikubanni, P.P. (2023). Mechanical properties and stress distribution in aluminium 6063 extrudates processed by equal channel angular extrusion technique. Australian Journal of Mechanical Engineering, 21(4): 1326-1334. [Crossref]
[13] Rusz, S., Malanik, K. (2007). Using severe plastic deformation to prepare of ultra fine-grained materials by ECAP method. Archives of Materials Science and Engineering, 28(11): 683-686.
[14] Segal, V.M. (2018). Review: Modes and processes of severe plastic deformation (SPD). Materials, 11(7): 1175. [Crossref]
[15] Laptev, A.M., Perig, A.V., Vyal, O.Y. (2014). Analysis of equal channel angular extrusion by upper bound method and rigid blocks model. Materials Research, 17(2): 359-366. [Crossref]
[16] Zhang, H., Liu, J., Sui, D., Cui, Z., Fu, M.W. (2018). Study of microstructural grain and geometric size effects on plastic heterogeneities at grain-level by using crystal plasticity modeling with high-fidelity representative microstructures. International Journal of Plasticity, 100: 69-89. [Crossref]
[17] Zhu, Q., Wang, C., Qin, H., Chen, G., Zhang, P. (2019). Effect of the grain size on the microtensile deformation and fracture behaviors of a nickel-based superalloy via EBSD and in-situ synchrotron radiation X-ray tomography. Materials Characterization, 156: 109875. [Crossref]
[18] All Standards and Publication. (2021). ASTM. https://standards.iteh.ai/catalog/standards/astm/1ae96a8c-52ae-437e-975a-19df22380a04/astm-b221m-21.
[19] Azeez, T.M., Mudashiru, L.O., Ojetoye, A.A. (2022). Assessment of microstructure and mechanical properties of as-cast magnesium alloys reinforced with organically extracted zinc and calcium. Advances in Manufacturing Technologies and Production Engineering, 6(5): 45-55. [Crossref]
[20] Banerjee, B., Pradhan, S., Das, S., Dhupal, D. (2024). Surface topography characterization of USMM during machining of zirconia ceramic using silicon carbide abrasives: An experimental and simulation approach. CIRP Journal of Manufacturing Science and Technology, 51: 1-19. [Crossref]
[21] Banerjee, B., Pradhan, S., Dhupal, D. (2024). Machining and surface characterization of Si3N4-Based ceramic during recently developed USMM using sic abrasives: An experimental investigation and simulation approach. Arabian Journal for Science and Engineering, 49(11): 15367-15395. [Crossref]
[22] Azeez, T.M., Mudashiru, L.O., Adeleke, A.A., Ikubanni, P.P., Agboola, O.O., Adesina, O.S. (2021). Effect of heat treatment on micro hardness and microstructural properties of Al 6063 alloy reinforced with silver nanoparticles (AgNps). In IOP Conference Series: Materials Science and Engineering. IOP Publishing, 1107(1): 012013. [Crossref]
[23] Furushima, T., Tsunezaki, H., Manabe, K.I., Alexsandrov, S. (2014). Ductile fracture and free surface roughening behaviors of pure copper foils for micro/meso-scale forming. International Journal of Machine Tools and Manufacture, 76: 34-48. [Crossref]
[24] Li, C.C., Qiao, X.G., Sun, W., Golovin, I.S., Kim, H.S., Sakai, T., Zheng, M.Y. (2025). Effect of grain size on mechanical characteristics and work-hardening behavior of fine-grained Mg-0.8 Mn alloy via adjusting extrusion temperature. Journal of Alloys and Compounds, 1010: 177322. [Crossref]
[25] Yang, W., Jiang, H., Zhou, P., Shao, B., Zong, Y. (2025). Continuous and discontinuous dynamic recrystallization in the superplastic deformation of moderately cold-deformed Cr4Mo4Ni4V martensitic steel. Journal of Materials Processing Technology, 335: 118647. [Crossref]

Cite this:
APA Style
IEEE Style
BibTex Style
MLA Style
Chicago Style
GB-T-7714-2015
Azeez, T. M. & Phuluwa, H. S. (2025). Temperature and Reduction Ratio Effects on Wear Rate and Ductility of Direct Extruded Aluminium 6063: A Numerical and Experimental Investigation. Int. J. Comput. Methods Exp. Meas., 13(2), 361-370. https://doi.org/10.18280/ijcmem.130213
T. M. Azeez and H. S. Phuluwa, "Temperature and Reduction Ratio Effects on Wear Rate and Ductility of Direct Extruded Aluminium 6063: A Numerical and Experimental Investigation," Int. J. Comput. Methods Exp. Meas., vol. 13, no. 2, pp. 361-370, 2025. https://doi.org/10.18280/ijcmem.130213
@research-article{Azeez2025TemperatureAR,
title={Temperature and Reduction Ratio Effects on Wear Rate and Ductility of Direct Extruded Aluminium 6063: A Numerical and Experimental Investigation},
author={Temitayo Mufutau Azeez and Humbulani Simon Phuluwa},
journal={International Journal of Computational Methods and Experimental Measurements},
year={2025},
page={361-370},
doi={https://doi.org/10.18280/ijcmem.130213}
}
Temitayo Mufutau Azeez, et al. "Temperature and Reduction Ratio Effects on Wear Rate and Ductility of Direct Extruded Aluminium 6063: A Numerical and Experimental Investigation." International Journal of Computational Methods and Experimental Measurements, v 13, pp 361-370. doi: https://doi.org/10.18280/ijcmem.130213
Temitayo Mufutau Azeez and Humbulani Simon Phuluwa. "Temperature and Reduction Ratio Effects on Wear Rate and Ductility of Direct Extruded Aluminium 6063: A Numerical and Experimental Investigation." International Journal of Computational Methods and Experimental Measurements, 13, (2025): 361-370. doi: https://doi.org/10.18280/ijcmem.130213
AZEEZ T M, PHULUWA H S. Temperature and Reduction Ratio Effects on Wear Rate and Ductility of Direct Extruded Aluminium 6063: A Numerical and Experimental Investigation[J]. International Journal of Computational Methods and Experimental Measurements, 2025, 13(2): 361-370. https://doi.org/10.18280/ijcmem.130213