Geometrical Parametric Optimisation of A356 Alloy Composite in a Two-Stage Casting Process for Automobile Wheel Covers using Response Surface Methodology

Authors

  • Sunday Oke Department of Mechanical Engineering, University of Lagos, Lagos, Nigeria https://orcid.org/0000-0002-0914-8146
  • Stephen Chidera Department of Mechanical Engineering, University of Lagos, Lagos, Nigeria
  • Chris Abiodun Department of Mechanical Engineering, University of Lagos, Lagos, Nigeria

DOI:

https://doi.org/10.33736/jaspe.2154.2020

Keywords:

Sand casting,Response surface methodology, Optimisation, A356 alloy composites

Abstract

In recent years, novel products from out–of–use A356 alloy engine components are increasingly produced for the automobile industries. Despite being a promising method the sand casting of these products reveals an inadequately understood cast geometry phenomenon for the process. At present, there is no technical solution to the optimisation of cast geometries for A356 alloy reconfigured into composites through organic matter reinforcements. This paper models and analyse sand casting process product geometries in a two–phase method. It utilises the response surface methodology with data on inputs and outputs to create the regression. Volume and density of the first casting process and the weight loss were evaluated for the various groupings of casting process variables, including length, weight, height, width of product for the first casting, weight, length, breadth of the product for the second casting, and the total weight of organic materials. The input and output associations were established in two models of regression analysis representing the central composite design, CCD. The influences of the cast geometrical variables on the evaluated responses were analysed. Furthermore, the predictive accuracy of the two regression models was evaluated. Results revealed that the applied CCD and the regression models reveals statistical adequacy and are competent to predict accurately.

References

Mao, F., Yan, G., Xuan, Z., Coa, Z. and Wang, T. (2015). Effect of Eu Addition on Microstructures and Mechanical Properties of A356 Aluminium Alloys, Journal of Alloys and Compounds, Vol. 650, 896-906.

https://doi.org/10.1016/j.jallcom.2015.06.266

Ma, G., Li, R. and Li, R. (2016). Effects of Stress Concentration of Low Temperature Fracture Behaviour of A356 Alloy, Material Science and Engineering A, Vol. 667, 459-467.

https://doi.org/10.1016/j.msea.2016.05.026

Nwobi-Okoye, C.C., Ochieze, B. Q. and Okiy S. (2019). Multi-Objective Optimisation And Modeling of Age Hardening Process Using ANN, ANFIS and Genetic Algorithm: Result from Aluminium Alloy A356/Cow Horn Particulate Composite, Journal of Materials Research and Technology, Vol. 8, No. 3, 3054-3075.

https://doi.org/10.1016/j.jmrt.2019.01.031

Chen, Z-W., Ma, C-Y. and Chen, P. (2012). Eutectic Modification of A356 Alloy with Li Addition Through DSC and Miedema Model, Transactions of Nonferrous Metals Society of China, Vol. 22, 42-46.

https://doi.org/10.1016/S1003-6326(11)61137-0

Nampoothiri, S., Balasundar, I., Raj, B., Murty, B.S. and Ravi, K.R. (2018). Porosity Alleviation and Mechanical Property Improve of Strontium Modified A356 Alloy by Ultrasonic Treatment, Material Science Engineering A, Vol. 724, 586-593.

https://doi.org/10.1016/j.msea.2018.03.069

Ibragimova, E., Vermeeren, A., Vink, P., Mueller, N. and Verboom L. (2015). The Smart Steering Wheel Cover Design: A Case Study of Industrial-Academic Collaboration in Human-Computer Interaction, In: Nah F.F-H and Tan C-H (Eds): 2nd International Publishing Switzerland, DOI:1007/978-3-319-20895-4-2.

Pandya, A., Thakkar, S., Bhatt, A.V. and Anakia, A. (2015). Research Paper on Design Modification and Analysis of Automobile Wheel Run Using Finite Element Analysis, International Journal for Scientific Research and Development, Vol.3, No.3, 3027-3030.

Lou, Y.F. (2016). Key Points of Control of Automobile Covering Parts, Forging and Metal Forming, Vol.4, 54- 56.

Haibo, Z. and Bin, D. (2019). Research on Forming Technology of Automobile Rear Wheel Cover Panels, IOP Conference Series:

https://doi.org/10.1088/1755-1315/295/3/032098

Jadhav, P.R., Sridhar, B.R., Nagaral, M..and Harti, J.I. (2017). Evaluation of Mechanical Properties of B4C a Graphite Particulates Reinforced A356 Alloy Hybrid Composites, Materials Today, Proceeding, Vol. 4, 9972- 9976.

https://doi.org/10.1016/j.matpr.2017.06.304

Sheikh-Jaben, F., Cockcroft, S.L., Maijer, D.M. and Phillion, A.B. (2019). Comparison of the Semi-Solid Constitutive Behaviour of A356 and B206 Aluminium Foundry Alloys, Journal of Material Processing Technology, Vol. 266, 37-45.

https://doi.org/10.1016/j.jmatprotec.2018.10.029

Mortsell, E.A., Quan Marioara, C.D. and Li, Y. (2019). Precipitation in an A356 Foundry Alloy with Cu Additions - A Transmission Electron Microscopy Study, Journal of Alloys and Compounds, Vol. 785, 1106- 1114.

https://doi.org/10.1016/j.jallcom.2019.01.229

Aguirre-De La Torre, E., Perez-Bustamante, R., Camarillo-Cisneros, J., Gomez-Esparza, C.D., Medrano-Prieto, H.M. and Martinez-Sanchez, R. (2013). Mechanical Properties of the A356 Aluminium Alloy Modified with La/Ce, Journal of Rare Earths, Vol.31, No.8, 811-816.

https://doi.org/10.1016/S1002-0721(12)60363-9

Tsai, Y-C., Chou, C.-Y., Lee, S.-L,, Lin, C.-K., Lin, J.-C. and Lim, S.-W. (2009). Effect of Trace La Addition on the Microstructures and Mechanical Properties of A356 (Al-7Si-0.35Mg) Aluminium Alloys, Journal of Alloys and Compounds, Vol. 487, No.1-2, 157-162.

https://doi.org/10.1016/j.jallcom.2009.07.183

Palanikumar, K. and Karthikeyan, R. (2006). Optimal Machining Conditions for Turning of Particulate Metal Matrix Composites Using Taguchi and Response Surface Methodologies, Machining Science and Technology: An International Journal, Vol. 10, No.4, 417-433.

https://doi.org/10.1080/10910340600996068

Palanikumar, K., Muthukrishnan, N. and Hariprasad K.S. (2008). Surface Roughness Parameters Optimisation in Machining A356/Sic/20p Metal Matrix Composites by PCD Tool Using Response Surface Methodology and Desirability Function, Machining Science and Technology: An International Journal, Vol. 12, No. 4, 529-545.

https://doi.org/10.1080/10910340802518850

Balasubramanian, K., Nataraj, M. and Duraisany, P. (2019). Machinability Analysis and Application of Responsesurface Approach on CNC Turning of LM6/SiCp Composites, Materials and Manufacturing Processes, Vol. 34, No.12, 1389-1400.

https://doi.org/10.1080/10426914.2019.1660787

Bawono, B., Anggoro, P.W., Bayuseno, A.P., Jamari, J. and Tauviquirrahman, M. (2019). Milling Strategy Optimised for Orthotics Insole to Enhance Surface Roughness and Machining Time by Taguchi and Response Surface Methodology, Journal of Industrial and Production Engineering, Vol.36, No.4, 237-257.

https://doi.org/10.1080/21681015.2019.1646327

Radhika, N. and Raghu, R. (2018). Study on Three-Body Abrasive Wear Behaviour of Functionally Graded Al/TiB2 Composite Using Response Surface Methodology, Particulate Science and Technology: An International Journal, Vol.36, No.7, 816-823.

https://doi.org/10.1080/02726351.2017.1305024

Patel, M., Krishna, G.C.P. and Parappagoudar, B. (2015). Modeling of Squeeze Casting Process Using Design of Experiments and Response Surface Methodology, International Journal of Cast Metals Research, Vol.28, No.3, 167-180.

https://doi.org/10.1179/1743133614Y.0000000144

Mohal, S. and Kumar ,H. (2016). Parametric Optimisation of Multi-Walled Carbon Nanotube-Assisted Electric Discharge Machining of Al-10% SiCp Metal Composite by Response Surface Methodology, Materials and Manufacturing Processes, Vol.32, No.3, 263-273.

https://doi.org/10.1080/10426914.2016.1140196

Adalarasan, R., Santhanakumar, M. and Shanmugasundaram A. (2017). Investigation in Solid-State Joining of Al/SiC/Al2O3 Composite Using Grey-Based desirability (GBD) and Response Surface Plots, Journal of Chinese Institute of Engineers, Vol. 40, No.1, 55-65.

https://doi.org/10.1080/02533839.2016.1271287

Alvarez, M.J., Iizarbe, I., Viles, E. and Tanco, M. (2009). The Use of Genetic Algorithms in Response Surface Methodology, Quality Technology and Quantitative Management, Vol. 6, No.3, 295-307.

https://doi.org/10.1080/16843703.2009.11673201

Mishra, S.K., Fioy, H. and Dutta, K. (2018). Influence of Ratcheting Strain and Tensile Properties of A356 Alloy, Materials Today Proceedings, Vol. 5, 12403-12408.

https://doi.org/10.1016/j.matpr.2018.02.219

Zhang, X., Hang, L.K., Zhang B., Chen, Y.Z., Duan, S.Y., Liu, G., Yang, C.L. and Liu, F. (2019). Enhanced Strength and Ductility of A356 Alloy Due to Composite Effect of Near-Rapid Solidification and ThermoMechanical Treatment, Materials Science and Engineering A, Vol. 753, 168-178.

https://doi.org/10.1016/j.msea.2019.03.039

Liu, Z., Wang, X., Han, Q. and Li, J. (2014). Effects of the Addition of Ti Powder on the Microstructure and Mechanical Properties of A356 Alloy, Powder Technology, Vol. 253, 751-756.

https://doi.org/10.1016/j.powtec.2013.12.052

Lin, J., Zhao, H. and Huang, J. (2019). Spatial Interfacial Heat Transfer and Surface Characteristics During Gravity Casting of A356 Alloy, Transaction of Non ferrous Metals Society of China, Vol. 29, 43-50.

https://doi.org/10.1016/S1003-6326(18)64913-1

Pramod, S.L., Ravikirana, Rao A.K.P., Murty, B.S. and Bakshi, S.R. (2016). Effect of Sc Addition and T6 Aging Treatment on the Microstructure Modification and Mechanical Properties of A356 Alloy, Material Science & Engineering A, Vol. 674, 438-450.

https://doi.org/10.1016/j.msea.2016.08.022

Das, P., Bhurya, B., Samanta, S.K. and Duta, P. (2019). Studies on Die Filling of A356 Al Alloy and Development of a Steering Knuckle Component Using Rheo Pressure Die Casting System, Journal of Materials Processing Technology, Vol. 271, 293 - 311.

https://doi.org/10.1016/j.jmatprotec.2019.04.014

Nie, F., Dong, H., Chen, S., Li, P., Wang L., Zhao Z., Li X. and Zhang H. (2018). Microstructure and Mechanical Properties of Pulse MIG/Welded 6061/A356 Aluminium Alloy Dissimilar Built Joints, Journal of Materials Science and Technology, Vol 34, 551-560.

https://doi.org/10.1016/j.jmst.2016.11.004

Nwafor, S., Oke, S. and Ayanladun, C. (2019). Taguchi Optimisation of Cast Geometries for A356/Organic Particulate Aluminium Alloy Composites Using a Two-Phase Casting Process, Journal of Applied Science & Process Engineering, Vol. 6, No. 2, 386-411.

https://doi.org/10.33736/jaspe.1722.2019

Pai, D., Rao, S., Shetty, R. and Nayak, R. (2010). Application of Response Surface Methodology on Surface Roughness in Grinding of Aerospace materials (6061A1-15Vol%SiC25p), ARPN Journal of Engineering and Applied Sciences, Vol. 5, No. 6, 23-28.

Mwaniki, W.A., Joseph, K., John, M., Wellington, M., Catherine, K. and Bramuel E. (2017). Application of Response Surface Methodology for Determining Optimal Factors in Maximisation of Maize Grain Yield and Total Microbial Count in Long Term Agricultural Experiment, Kenya, Science Journal of Applied Mathematics and Statistics, Vol. 5, No. 6, 200-209.

https://doi.org/10.11648/j.sjams.20170506.12

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Published

2020-04-30

How to Cite

Oke, S., Nwafor, S. C. ., & Ayanladun, C. A. . (2020). Geometrical Parametric Optimisation of A356 Alloy Composite in a Two-Stage Casting Process for Automobile Wheel Covers using Response Surface Methodology. Journal of Applied Science &Amp; Process Engineering, 7(1), 457–478. https://doi.org/10.33736/jaspe.2154.2020