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Mechanistic Force Modeling for Milling of Carbon Fiber Reinforced Thermoplastic Laminates

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Title: Mechanistic Force Modeling for Milling of Carbon Fiber Reinforced Thermoplastic Laminates

Authors: Chinmay V. Mungale, Junbeom Son, Kaustubh V. Mungale, Tony L. Schmitz, Uday K. Vaidya

DOI: 10.33599/nasampe/c.25.169

Abstract: Carbon fiber-reinforced thermoplastic composites (CFRTPs) are increasingly utilized across various sectors including transportation, automotive, mass transit, marine, aerospace, military, and construction due to their superior impact toughness, cost-effectiveness, ease of recyclability, and flexibility of design relative to conventional thermoset composites. The global emphasis on reducing the carbon footprint and promoting sustainable manufacturing practices has further expanded CFRTP applications. Despite the near-net-shape production of CFRTPs via processes like compression and injection molding, secondary machining such as milling, drilling, and turning remains essential for achieving precise dimensions and tight geometric tolerance. While extensive research exists on the drilling and milling of thermoset composites, studies focused on the milling of CFRTPs are limited. This study proposes a mechanistic cutting force model for milling compression-molded carbon fiber-reinforced polyamide 6 (CF/PA6) laminates. This model is based on experimentally collected cutting force data from down-milling using a diamond-like coated end mill. A time domain simulation is performed to validate the force model. The objective is to investigate the relationship between the tool wear and the cutting force coefficients for the milling force model. The results indicate a linear increase in the normal, axial and edge force coefficient with the volume of material removed (VMR). The tangential cutting force coefficients exhibit stability in their values. Tool wear, quantified by flank wear width (FWW), is analysed to correlate the growth of cutting force coefficients with wear progression. A maximum FWW value of 0.12 mm was observed across the experiments, remaining below the selected end-of-life criterion of 0.2 mm. Surface quality is evaluated using scanning electron microscopy (SEM) to assess surface defects like delamination, fiber pull-out, or matrix smearing on the machined surface. The simulated are in good agreement with the measured values validating the developed predictive force model.

References: [1] M. Ono, M. Yamane, S. Tanoue, H. Uematsu, and Y. Yamashita, “Mechanical Properties of Thermoplastic Composites Made of Commingled Carbon Fiber/Nylon Fiber,” Polymers, vol. 13, no. 19, p. 3206, Sep. 2021, doi: 10.3390/polym13193206. [2] J. Xu, X. Huang, J. P. Davim, M. Ji, and M. Chen, “On the machining behavior of carbon fiber reinforced polyimide and PEEK thermoplastic composites,” Polym. Compos., vol. 41, no. 9, pp. 3649–3663, Sep. 2020, doi: 10.1002/pc.25663. [3] H. Hocheng and H. Y. Puw, “On drilling characteristics of fiber-reinforced thermoset and thermoplastics,” Int. J. Mach. Tools Manuf., vol. 32, no. 4, pp. 583–592, Aug. 1992, doi: 10.1016/0890-6955(92)90047-K. [4] R. Voss, L. Seeholzer, F. Kuster, and K. Wegener, “Influence of fibre orientation, tool geometry and process parameters on surface quality in milling of CFRP,” CIRP J. Manuf. Sci. Technol., vol. 18, pp. 75–91, Aug. 2017, doi: 10.1016/j.cirpj.2016.10.002. [5] S. Liu, Z. Zhang, J. Zhao, X. Wu, X. Hong, and H. Liu, “A comparative study on millinginduced damages and residual tensile strength during milling of thermoplastic and thermoset carbon fibre reinforced polymers,” Polym. Test., vol. 125, p. 108132, Aug. 2023, doi: 10.1016/j.polymertesting.2023.108132. [6] M. Hagino, T. Inoue, Department of Material and Environmental Engineering, Daido University, 10-3 Takiharu-cho, Minami-ku, Nagoya 457-8530, Japan, and Department of Mechanical Engineering, Daido University, 10-3 Takiharu-cho, Minami-ku, Nagoya 4578530, Japan, “Effect of Carbon Fiber Orientation and Helix Angle on CFRP Cutting Characteristics by End-Milling,” Int. J. Autom. Technol., vol. 7, no. 3, pp. 292–299, May 2013, doi: 10.20965/ijat.2013.p0292. [7] M. K. N. Khairusshima and I. S. S. Sharifah, “Study on Tool Wear during Milling CFRP under Dry and Chilled Air Machining,” Procedia Eng., vol. 184, pp. 506–517, 2017, doi: 10.1016/j.proeng.2017.04.121. [8] Y. Karpat and N. Polat, “Mechanistic force modeling for milling of carbon fiber reinforced polymers with double helix tools,” CIRP Ann., vol. 62, no. 1, pp. 95–98, 2013, doi: 10.1016/j.cirp.2013.03.105. [9] R. Mullin, M. Farhadmanesh, A. Ahmadian, and K. Ahmadi, “Modeling and identification of cutting forces in milling of Carbon Fibre Reinforced Polymers,” J. Mater. Process. Technol., vol. 280, p. 116595, Jun. 2020, doi: 10.1016/j.jmatprotec.2020.116595. [10] D. Kalla, J. Sheikh-Ahmad, and J. Twomey, “Prediction of cutting forces in helical end milling fiber reinforced polymers,” Int. J. Mach. Tools Manuf., vol. 50, no. 10, pp. 882–891, Oct. 2010, doi: 10.1016/j.ijmachtools.2010.06.005. [11] J. Xiao, C. Gao, and Y. Ke, “An analytical approach to cutting force prediction in milling of carbon fiber reinforced polymer laminates,” Mach. Sci. Technol., vol. 22, no. 6, pp. 10121028, Nov. 2018, doi: 10.1080/10910344.2018.1449214. [12] I. Zaghbani, J. F. Chatelain, S. Berube, V. Songmene, and J. Lance, “Analysis and modelling of cutting forces during the trimming of unidirectional CFRP composite laminates,” Int. J. Mach. Mach. Mater., vol. 12, no. 4, p. 337, 2012, doi: 10.1504/IJMMM.2012.050433. [13] M. Slamani, J.-F. Chatelain, and H. Hamedanianpour, “Comparison of two models for predicting tool wear and cutting force components during high speed trimming of CFRP,” Int. J. Mater. Form., vol. 8, no. 2, pp. 305–316, Apr. 2015, doi: 10.1007/s12289-014-1170-2. 13 [14] S. Maegawa, Y. Morikawa, S. Hayakawa, F. Itoigawa, and T. Nakamura, “Mechanism for changes in cutting forces for down-milling of unidirectional carbon fiber reinforced polymer laminates: Modeling and experimentation,” Int. J. Mach. Tools Manuf., vol. 100, pp. 7–13, Jan. 2016, doi: 10.1016/j.ijmachtools.2015.10.003. [15] F. Wang, G. Bi, and F. Ning, “Modeling of dynamic milling forces considering the interlaminar effect during milling multidirectional CFRP laminate,” J. Reinf. Plast. Compos., vol. 40, no. 11–12, pp. 437–449, Jun. 2021, doi: 10.1177/0731684420971760. [16] H. Cao, Y. Song, B. Wu, K. Wang, and D. Qu, “A force model of high-speed dry milling CF/PEEK considering fiber distribution characteristics,” J. Manuf. Process., vol. 68, pp. 602–615, Aug. 2021, doi: 10.1016/j.jmapro.2021.05.066. [17] Z. Bao, H. Li, W. Lv, W. Wu, S. Li, and X. Qin, “An innovative approach to evaluate the machined surface of UD-CF/PEEK laminate milling with considering the crystallinity and friction property variation,” J. Manuf. Process., vol. 120, pp. 1–14, Jun. 2024, doi: 10.1016/j.jmapro.2024.04.026. [18] Y. Song, H. Cao, Q. Wang, J. Zhang, and C. Yan, “Surface roughness prediction model in high-speed dry milling CFRP considering carbon fiber distribution,” Compos. Part B Eng., vol. 245, p. 110230, Oct. 2022, doi: 10.1016/j.compositesb.2022.110230. [19] T. L. Schmitz and K. S. Smith, Machining Dynamics: Frequency Response to Improved Productivity. Cham: Springer International Publishing, 2019. doi: 10.1007/978-3-319-937076. [20] M. Magnevall, M. Lundblad, K. Ahlin, and G. Broman, “HIGH FREQUENCY MEASUREMENTS OF CUTTING FORCES IN MILLING BY INVERSE FILTERING,” Mach. Sci. Technol., vol. 16, no. 4, pp. 487–500, Dec. 2012, doi: 10.1080/10910344.2012.698970. [21] F. Su, J. Yuan, F. Sun, Z. Wang, and Z. Deng, “Modeling and simulation of milling forces in milling plain woven carbon fiber-reinforced plastics,” Int. J. Adv. Manuf. Technol., vol. 95, no. 9–12, pp. 4141–4152, Apr. 2018, doi: 10.1007/s00170-017-1556-7. [22] J. Sheikh-Ahmad, F. Almaskari, and M. El-Hofy, “Characterization of the cutting forces and friction behavior in machining UD-CFRP using slot milling test,” Int. J. Adv. Manuf. Technol., vol. 112, no. 11–12, pp. 3471–3483, Feb. 2021, doi: 10.1007/s00170-020-06544-8. [23] J. Ahmad, Machining of Polymer Composites. Boston, MA: Springer US, 2009. doi: 10.1007/978-0-387-68619-6. [24] A. M. Mustafa, A. B. Ahd Suhaimi, N. S. Shahruddin, and N. F. H. Abdul Halim, “An Experimental Investigation on Surface Quality of CFRP after Milling in Cutting Fluid Environment,” J. Phys. Conf. Ser., vol. 2051, no. 1, p. 012053, Oct. 2021, doi: 10.1088/1742-6596/2051/1/012053.

Conference: CAMX 2025

Publication Date: 2025/09/08

SKU: 169

Pages: 14

Price: $28.00

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