INTELLIGENT OPTIMIZATION OF TOOL PATHS TO ACCELERATE THE PRODUCTION OF 3D WOOD DECOR ON CNC MACHINES
DOI:
https://doi.org/10.30888/2663-5712.2025-34-01-133Keywords:
3D decor, solid materials, manufacturing process, CNC machine, pins, finite element analysisAbstract
Guided by the “technology promotion platform,” manufacturers often prioritize product identity over universal design. However, the transition to standardization does not promote user autonomy but reduces costs. This approach allows for the optimization ofReferences
O. A. Eftekhari and R. B. Young, “Consumers’ preferences and willingness to pay for ready-toassemble furniture,” J. Consum. Mark., vol. 34, no. 6, pp. 565-575, Aug. 2017.
K. Wärmefjord, R. Söderberg, L. Lindkvist, and A. Dagman, “Non-rigid variation simulation for readyto-assemble furniture,” in American Society of Mechanical Engineers (ASME), vol. 2B-2019, doi: 10.1115/IMECE2019-10285.
F. D. Frumosu, G. Ø. Rønsch, and M. Kulahci, “Mould wear-out prediction in the plastic injection moulding industry: a case study,” Int. J. Comput. Integ. M., vol. 33, no. 12, pp. 1245-1258, Oct. 2020, doi: 10.1080/0951192X.2020.1829062.
M. R. Khosravani and S. Nasiri, “Injection molding manufacturing process: Review of case-based reasoning applications,” J. Intell. Manuf., vol. 31, pp. 847-864, 2020, doi: 10.1007/s10845-019-01481-0.
D. S. Wang, S. Li, Y. P. Zhang, B. Liu, L. Gu, L. Zhang, W. Jiang, and J. Wallenius, “Finite element analysis of the main reactor vessel in the China initiative accelerator driven system,” Eng. Fail. Anal., vol. 146, no. 5, Apr. 2023, doi: 10.1016/j.engfailanal.2023.107121.
C. Bermudo Gamboa, S. Martín Béjar, F. J. Trujillo Vilches, and L. Sevilla Hurtado, “Geometrical analysis in material extrusion process with polylactic acid (PLA) + carbon fiber,” Rapid Prototyp. J., vol. 29, no. 11, pp. 21-29, Dec. 2023, doi: 10.1108/RPJ-09- 2022-0294.
G. Guerrero-Vacas, J. Gómez-Castillo, and O. Rodríguez-Alabanda, “Manufacture of thermoplastic molds by fused filament fabrication 3D printing for rapid prototyping of polyurethane foam molded products,” Rapid Prototyp. J., vol. 30, no. 11, pp. 32-49, Jan. 2024, doi: 10.1108/RPJ-03-2023-0085.
S. M. Kennedy, K. R. Amudhan, J. R. Robert, A. Vasanthanathan, and A. V. M. Pandian, “Experimental and finite element analysis on the effect of pores on bio-printed polycaprolactone bone scaffolds,” Bioprinting, vol. 34, p. e00301, Oct. 2023, doi: 10.1016/j.bprint.2023.e00301.
R. Winarso, P. W. Anggoro, R. I., J. Jamari, and A. P. Bayuseno, “Application of fused deposition modeling (FDM) on bone scaffold manufacturing process: A review,” Heliyon, vol. 8, no. 11, p. e11701, Nov. 2022, doi: 10.1016/j.heliyon.2022.e11701.
S. M. Kennedy, R. B. J. Robert, P. Seenikannan, V. Arunachalam, and K. Amudhan, “An investigation on mechanical properties of 3D pen fused zones for additive manufactured parts,” Eng. Solid Mech., vol. 11, no. 3, pp. 263-270, Mar. 2023, doi: 10.5267/j.esm.2023.3.003.
U. Hofmann, M. Fankhauser, S. Willen, D. Inniger, C. Klahn, K. Löffel, and M. Meboldt, “Design of an additively manufactured hydraulic directional spool valve: an industrial case study,” Virtual Phys. Prototyp., vol. 18, no. 1, doi: 10.1080/17452759.2022.2129699.
O. Habbal, A. Farhat, R. Khalil, and C. Pannier, “Application of fused filament fabrication 3D printing and molding to produce flexible, scaled neuron morphology models,” Rapid Prototyp. J., vol. 30, no. 11, pp. 192-204, Jul. 2024, doi: 10.1108/RPJ10-2023-0378.
M. Soori, B. Arezoo, and R. Dastres, “Machine learning and artificial intelligence in CNC machine tools: A review,” Sustainable Manufacturing and Service Economics (SMSE), vol. 2, p. 100009, Apr. 2023, doi: 10.1016/j.smse.2023.100009.
K. Satyanarayana, V. Kumar, R. Rathod, M. Shafi, S. Chary, A. Alkhayyat, and M. Khanduja, “Optimization of machining parameters of CNC milling operation for material removal rate and surface roughness on En-24 steel using Taguchi method,” E3S Web Conf., 2023, pp. 01011, doi: 10.1051/e3sconf/202339101011.
F. Tehranizadeh, K. Rahimzadeh Berenji, and E. Budak, “Dynamics and chatter stability of crest-cut end mills,” Int. J. Mach. Tools Manuf., vol. 171, p. 103813, 2021, doi: 10.1016/j.ijmachtools.2021.103813.
Y. Zhang, L. Tatarintseva, T. Clewlow, E. Clark, G. Botsford, and K. Shea, “A template design and automated parametric model for sustainable corbel dwellings with interlocking blocks,” Developments in the Built Environment, vol. 14, no. 2, p. 100148, Mar. 2023, doi: 10.1016/j.dibe.2023.100148.
N. S. A. Asman, N. Bolong, A. K. Mirasa, and H. Asrah, “Life cycle assessment of interlocking compressed earth brick and conventional fired clay brick for residential house,” J. Phys. Conf. Ser., vol. 1529, no. 4, p. 042012, Apr. 2020.
R. Safi, “What consumers think about product selfassembly: Insights from big data,” J. Bus. Res., vol. 153, pp. 341-354, 2022, doi: 10.1016/j.jbusres.2022.08.003.
T. Mehtab, M. A. Kamal, and S. Farooq, “Analysis of ready-to-assemble (RTA) furniture with reference to metropolitan cities in India,” Archit. Eng., vol. 3, pp. 160-170, 2022, doi: 10.32629/aes.v3i3.1005.
A. Mateja, “Usability research of an online store using eye tracking: A comparison of product specification formats,” Procedia Comput. Sci., vol. 225, pp. 3233- 3242, 2023.
OPPEIN, “Advantages of choosing RTA (Ready-toAssemble) cabinets for wholesalers,” Cabinet Insights Blog. Accessed: Apr. 15, 2023. [Online]. Available: https://shorturl.at/oMT27.
K. Ninikas, J. Kechagias, and K. Salonitis, “The impact of process parameters on surface roughness and dimensional accuracy during CO2 laser cutting of PMMA thin sheets,” J. Manu. Mater., vol. 5, no. 3, pp. 74, Jul. 2021, doi: 10.3390/jmmp5030074
H. Pelit, M. Korkmaz, and M. Budakci, “Surface roughness of thermally treated wood cut with different parameters in CNC router machine,” Biores., vol. 16, no. 3, pp. 5133-5147, May 2021, doi: 10.15376/biores.16.3.5133-5147.
Bhattacharjee, D., Nag, S., Deb, S., 2023. Deployment of fractals through CNC devices. Procedia Comput. Sci. 218, 2541–2549. https://doi.org/10.1016/j. procs.2023.01.228.
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