Part Optimisation using CNC Milling Techniques and Finite Element Analysis

Abdu Yearwood *

Department of Mechanical Engineering, University of Guyana, Turkeyen Campus, Guyana.

Krishpersad Manohar

Department of Mechanical and Manufacturing Engineering, University of the West Indies, St. Augustine Campus, Trinidad and Tobago.

Basheer Khan

Department of Mechanical Engineering, University of Guyana, Turkeyen Campus, Guyana.

Stephen Liu

Department of Civil Engineering, University of Guyana, Turkeyen Campus, Guyana.

Colin Quintyn

Department of Civil Engineering, University of Guyana, Turkeyen Campus, Guyana.

Safrawz Sharief

Department of Civil Engineering, University of Guyana, Turkeyen Campus, Guyana.

*Author to whom correspondence should be addressed.


Abstract

Aims/Objectives: Increasing demand for optimised, lightweight, and efficient products has become a necessity in the field of engineering. As such, integrating appropriate design processes in engineering education has become crucial for aspiring engineers and practice. In this study, the application of design for manufacturing, finite element analysis, and design for environment principles in the redesign of a motorcycle brake lever was considered. The objective was to enhance its structural performance while reducing material usage compared to the original part.

Results: The re-engineered part achieved a significant reduction in mass, minimising its environmental impact, while maintaining an acceptable Factor of Safety (FOS) in comparison to the original design. The Von Mises stress, initially concentrated at a critical arch, was reduced from 54.3 MPa to 27.3 MPa and translated to the pinned region. This effectively eliminated bending moments at critical regions. Additionally, the maximum displacement was reduced, resulting in shorter machining timeframes.

Conclusion: Applied systematic optimisation processes demonstrated the possibility of achieving better products with improved safety factors, reduced material usage, and enhanced manufacturing efficiency. The findings and methodologies presented provide critical guidelines for aspiring engineering students and offered valuable insights into the integration of advanced design principles in engineering education and manufacturing.

Keywords: Manufacturing, solidworks, FEA, CNC, CAE


How to Cite

Yearwood, A., Manohar, K., Khan, B., Liu, S., Quintyn, C., & Sharief, S. (2024). Part Optimisation using CNC Milling Techniques and Finite Element Analysis. Journal of Engineering Research and Reports, 26(2), 118–130. https://doi.org/10.9734/jerr/2024/v26i21076

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References

Prantil VC, Papadopoulos C, Gessler PD. Lying by approximation: The truth about finite element analysis. Synthesis Lectures on Engineering. 2013;8(3).

Prasetyono AP, Yudianto A, Adiyasa IW. Lightweight Design and Finite Element Analysis of Brake Lever for Motorcycle Application. ComTech: Computer, Mathematics and Engineering Applications. 2023 May 8;14(1):21-32.

Chtioui N, Gaha R, Benamara A. Design for additive manufacturing: Review and framework proposal. Sustainable Engineering and Innovation. 2023 Jun 1;5(1):73-84. DOI:10.37868/sei.v5i1.id185

Pierson S, Goss J, Hu H. Enhancing Undergraduate Mechanical Engineering Education with CAM and CNC Machining; 2022.

Favi C, Campi F, Germani M, Mandolini M. Engineering knowledge formalization and proposition for informatics development towards a CAD-integrated DfX system for product design. Advanced Engineering Informatics. 2022 Jan 1;51:101537.

Yash Gupta, Rohit Iyer, Vamsi Krishna Dommeti, Emil Nutu, Masud Rana, Ali Merdji, Jayanta Kumar Biswas, and Sandipan Roy. Design of dental implant using design of experiment and topology optimization: A finite element analysis study. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. 2021;235(2):157–166.

Sergio Andr´es Ardila-Parra, Carmine Maria Pappalardo, Octavio Andr´es Gonz´alez Estrada, and Domenico Guida. Finite element based redesign and optimization of aircraft structural components using composite materials. IAENG International Journal of Applied Mathematics; 2020.

Zdravkovi´c M, Korunovi´c N. Novel methodology for real-time structural analysis assistance in custom product design. Facta Universitatis, Series: Mechanical Engineering. 2023 Aug 10;21(2):293- 305.

Sha L, Lin A, Zhao X, Kuang S. A topology optimization method of robot lightweight design based on the finite element model of assembly and its applications. Science Progress. 2020 Jun;103(3):0036850420936482.

Charalampous P. Prediction of cutting forces in milling using machine learning algorithms and finite element analysis. Journal of Materials Engineering and Performance. 2021;30:2002-13.

Chan TC, Ullah A, Roy B, Chang SL. Finite element analysis and structure optimization of a gantry-type high-precision machine tool. Scientific Reports. 2023 Aug 10;13(1):13006.

Daniyan I, Mpofu K, Ramatsetse B, Adeodu A. Design and simulation of a robotic arm for manufacturing operations in the railcar industry. Procedia Manufacturing. 2020 Jan 1;51:67-72.

Juniani AI, Singgih ML, Karningsih PD. Design for manufacturing, assembly, and reliability: An integrated framework for product redesign and innovation. Designs. 2022 Oct 1;6(5):88.

Rosa RJ, Coda HB, Sanches RA. Blended isogeometric-finite element analysis for large displacements linear elastic fracture mechanics. Computer Methods in Applied Mechanics and Engineering. 2022 Mar 15;392:114622.

Mathur VP, Atif M, Duggal I, Tewari N, Duggal R, Chawla A. Reporting guidelines for in-silico studies using finite element analysis in medicine (RIFEM). Computer Methods and Programs in Biomedicine. 2022 Apr 1;216:106675.

Liu S, Zhongkai H, Ying C, Su H, Zhu J, Cheng Z. A unified Hard-constraint framework for solving geometrically complex PDEs. Advances in Neural Information Processing Systems. 2022 Dec 6;35:20287-99.

Keivanpour S, Fet AM. Design for environment in consumer-centric paradigm: A review. Sustainability. 2022;14(6):3042.

Fet AM, Knudson H. An approach to sustainability management across systemic levels: the capacitybuilding in sustainability and environmental management model (CapSEM-model). Sustainability. 2021 Apr 27;13(9):4910.

Giudice F, La Rosa G, Risitano A. Product design for the environment: a life cycle approach. CRC press; 2006 Jan 13.

Dahmani N, Benhida K, Belhadi A, Kamble S, Elfezazi S, Jauhar SK. Smart circular product design strategies towards eco-effective production systems: A lean eco-design industry 4.0 framework. Journal of Cleaner Production. 2021 Oct 20;320:128847.

Gorai S, Khandelwal R, Das D, Fathi A, Radulovic R. Ring segment life improvement through hook gap and stiffness optimization. Gas Turbine India Conference; 2021.

Krishna SS, Priyatham N. Structural analysis of an aircraft wing with aluminium alloy and carbon fibre reinforced polymer using finite element analysis. International Journal of Mechanical and Production Engineering Research and Development. 2021;11(4):1837–1849.

Kurowski PM. Finite element analysis for design engineers. SAE International; 2022.

Mohanavel V, Prasath S, Arunkumar M, Pradeep GM, Babu SS. Modeling and stress analysis of aluminium alloy based composite pressure vessel through ANSYS software. Materials Today: Proceedings. 2021 Jan 1;37:1911-6.

Dong D, Zou Y, Pan H, Zhou G, Feng Y, Tang Y. DFMA-oriented modular and parametric design and secondary splitting of vertical PC components. Scientific Reports. 2023 Mar 1;13(1):3457.

Basuki N. Development of a Digital Portal as a Learning Resource Computer Numerical Control (CNC) Machining Engineering Course. International Journal of Computer Applications Technology and Research. 2023;12(01):19-23.

Rapitsenyane Y, Erick P, Sealetsa OJ, Moalosi R. The Impact of Organizational Ergonomics on Teaching Rapid Prototyping. Intelligent Manufacturing Management Systems: Operational Applications of Evolutionary Digital Technologies in Mechanical and Industrial Engineering. 2023 Jul 24:319-48.