Design and Analysis of the Housing of Ball Screw's Nut with Generative Design Method

Öz

Product design is highly developed with different CAD software and design tools. With the development of design tools, it is convenient to generate innovative design models. One of the creative design tool is generative design which has become an interesting solution for many industries recently. In this study, it is aimed to generate optimum design of the housing of a ball screw's nut which is a part of z axis of woodworking cnc router by Generative Design (GD) tool in terms of strength, weight, manufacturing process, manufacturing cost and manufacturing duration with Fused Deposition Modeling (FDM) process on Autodesk Fusion 360 software. Generated model's mechanical properties have been compared to the one produced by a traditional method.

Anahtar Kelimeler

• Generative Design;
• Structural optimization;
• Additive manufacturing

Kaynakça

1. [1]Krish, S. A. (2011). Practical generative design method. Computer Aided Design, 43, 88–100.
2. [2]Zhang, J., & Liu, N., & Wang, S. (2021). Generative Design and Performance Optimization of Residential Buildings based on Parametric Algorithm. Energy Buildings, 244, 111033.
3. [3]Bentley, P.J., & Wakefield, J.P. (1997). Conceptual Evolutionary Design by a Genetic Algorithm. Engineering Design and Automation, 3, 119–132.
4. [4]Jang, S., & Yoo, S., & Kang, N. (2022). Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs. Computer Aided Design, 146, 103225.
5. [5]Wang, H.Y., & Teng, R.M., & Yang, J., & Ren, L.Y. (2021). Lightweight analysis of truck crane turntable based on generative design. J. Dalian Univversity Technology, 61, 46–51.
6. [6]Pilagatti, A.N., & Vecchi G., & Atzeni E., & Iuliano L., & Salmi A. (2022). Generative Design and new designers’ role in the manufacturing industry. Procedia CIRP, 112, 364-369 https://doi.org/10.1016/j.procir.2022.09.010.
7. [7]Wang, Y.Q., & Du, W.F., & Wang, H., & Zhao, Y.N. (2021). Intelligent Generation Method of Innovative Structures Based on Topology Optimization and Deep Learning. Materials, 14, 7680.
8. [8]Bright, J., & Suryaprakash, R., & Akash, S., & Giridharan, A. (2020). Optimization of quadcopter frame using generative design and comparison with DJI F450 drone frame. IOP Conference Series: Materials Science and Engineering, 1012, 012019.

9. [9]Wu, J., & Li, M., & Chen, Z., & Chen, W., & Xi, Y. (2020). Generative Design of the Roller Seat of the Wind Turbine Blade Turnover Machine Based on Cloud Computing. In Proceedings of the 2020 11th International Conference on Mechanical and Aerospace Engineering ICMAE, Greece, Athens, 14–17 July, pp. 212–217.