In the hybrid additive-subtractive manufacturing of 316L stainless steel, only dry machining can be adopted. The residual heat generated by additive manufacturing affects the surface quality during subsequent subtractive machining, which in turn deteriorates the service life and performance of hybrid-manufactured components. Investigating the effects of residual heat from additive processes on cutting performance and surface quality helps reduce tool wear, improve machined surface quality, and ultimately enhance the service life and operational performance of parts produced via hybrid additive-subtractive manufacturing.
This study adopts a combined simulation and experimental approach for analysis. A modified Johnson-Cook (JC) constitutive equation is applied in the cutting simulation model, which is integrated into the finite element model via secondary development. Combined with experimental results, the effects of rising workpiece temperature on tool surface temperature and tool wear during machining are analyzed, along with the post-machining surface flow stress. Based on variations in workpiece temperature, the evolution laws of cutting force and specific cutting energy after single-pass and multi-pass machining are investigated. Experimental results reveal that for 316L stainless steel fabricated via laser directed energy deposition (LDED), the stress-strain curves obtained from Split Hopkinson Pressure Bar tests under dynamic compression gradually decline with the increase of temperature. The modified Johnson-Cook (JC) constitutive equation established based on the material's stress-strain responses at elevated temperatures and high strain rates can accurately predict the evolution of mechanical properties during dynamic compression. The reliability of the cutting simulation model is further verified by the variation of cutting forces. Both simulation and experimental results indicate that within the workpiece temperature range of 20-400 ℃, the rising temperature softens the workpiece and reduces its yield stress. Meanwhile, temperature elevation facilitates dislocation slip during the cutting of LDED-316L. Consequently, the cutting force and machined surface flow stress decrease progressively along with the rising workpiece temperature, and the specific cutting energy also presents a downward trend. At 220 ℃, the surface roughness is reduced by 68.93% compared with that at 20 ℃. When the temperature rises to 260-400 ℃, excessive heat drastically aggravates adhesive wear and diffusion wear of the cutting tool, leading to increased tool loss and risen surface roughness. Specifically, the surface roughness at 400 ℃ increases by 26.65% relative to the value at 220 ℃. It is demonstrated that the relationship between workpiece temperature and surface quality is not simply linear, and tool wear exerts a more prominent effect on the machined surface quality during cutting.
In hybrid additive-subtractive manufacturing, selecting an appropriate residual temperature from the additive process for subtractive machining under dry cutting conditions can not only reduce the cutting force and specific cutting energy, but also mitigate tool wear and improve machined surface quality.
Key words
hybrid additive-subtractive manufacturing /
316L stainless steel /
residual temperature from additive manufacturing /
tool wear /
surface quality
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
References
[1] LALEGANI DEZAKI M, SERJOUEI A, ZOLFAGHARIAN A, et al.A Review on Additive/Subtractive Hybrid Manufacturing of Directed Energy Deposition (DED) Process[J]. Advanced Powder Materials, 2022, 1(4): 100054.
[2] BLAKEY-MILNER B, GRADL P, SNEDDEN G, et al.Metal Additive Manufacturing in Aerospace: A Review[J]. Materials & Design, 2021, 209: 110008.
[3] RABALO M A, RUBIO E M, AGUSTINA B, et al.Hybrid Additive and Subtractive Manufacturing: Evolution of the Concept and last Trends in Research and Industry[J]. Procedia CIRP, 2023, 118: 741-746.
[4] STAVROPOULOS P, BIKAS H, AVRAM O, et al.Hybrid Subtractive-Additive Manufacturing Processes for High Value-Added Metal Components[J]. The International Journal of Advanced Manufacturing Technology, 2020, 111(3): 645-655.
[5] HUANG J, ZHANG X L, TANG Z J, et al.Influence of the Cooling Temperature on the Surface Quality in Integrated Additive and Subtractive Manufacturing of Aluminum Alloy[J]. Materials, 2024, 17(22): 5496.
[6] LI S, ZHANG B, BAI Q.Effect of Temperature Buildup on Milling Forces in Additive/Subtractive Hybrid Manufacturing of Ti-6Al-4V[J]. The International Journal of Advanced Manufacturing Technology, 2020, 107(9): 4191-4200.
[7] 高孟秋, 赵宇辉, 赵吉宾, 等. 激光增减材交互中基体温度状态对表面质量影响研究[J]. 中国激光, 2020, 47(8): 802011.
GAO M Q, ZHAO Y H, ZHAO J B, et al.Influence of Matrix Temperature State on Surface Quality during Interactive Additive and Subtractive Manufacturing[J]. Chinese Journal of Lasers, 2020, 47(8): 802011.
[8] ZHENG B, HALEY J C, YANG N, et al.On the Evolution of Microstructure and Defect Control in 316L SS Components Fabricated via Directed Energy Deposition[J]. Materials Science and Engineering: A, 2019, 764: 138243.
[9] BERMINGHAM M J, PALANISAMY S, DARGUSCH M S.Understanding the Tool Wear Mechanism during Thermally Assisted Machining Ti-6Al-4V[J]. International Journal of Machine Tools and Manufacture, 2012, 62: 76-87.
[10] KIZAKI T, SUGITA N, MITSUISHI M.Experimental Analysis of the Machinability in the Thermally Assisted Milling Process of Zirconia Ceramics[J]. Precision Engineering, 2016, 45: 176-186.
[11] ZHAO Y H, HAN X P, XU Z X, et al.Influence of Thermogenetic Effect on Machinability of IN718 Alloy Made by Additive-Subtractive Integrated Manufacturing[J]. Journal of Materials Engineering and Performance, 2024, 33(22): 12227-12245.
[12] QIN Y L, WU W Q, WANG N R, et al.Strain Rate and Temperature Effects on Dynamic Behavior of LPBF- GH3230 Superalloy[J]. Materials Science and Engineering: A, 2025, 947: 149195.
[13] PROMOPPATUM P, ROLLETT A D.Physics-Based and Phenomenological Plasticity Models for Thermomechanical Simulation in Laser Powder Bed Fusion Additive Manufacturing: A Comprehensive Numerical Comparison[J]. Materials & Design, 2021, 204: 109658.
[14] SAWARKAR N, BOOB G.Finite Element Based Simulation of Orthogonal Cutting Process to Determine Residual Stress Induced[J]. Int. J. Comput. Appl, 2014, 975: 8887.
[15] SONG K X, GENG Y F, BAN Y J, et al.Effects of Strain Rates on Dynamic Deformation Behavior of Cu-20Ag Alloy[J]. Journal of Materials Science & Technology, 2021, 79: 75-87.
[16] LI J N, GAO D, LU Y, et al.Mechanical Properties and Microstructure Evolution of Additive Manufactured 316L Stainless Steel under Dynamic Loading[J]. Materials Science and Engineering: A, 2022, 855: 143896.
[17] LIANG X L, LIU Z Q, WANG B, et al.Friction Behaviors in the Metal Cutting Process: State of the Art and Future Perspectives[J]. International Journal of Extreme Manufacturing, 2023, 5(1): 012002.
[18] LI J N, GAO D, LU Y, et al.Temperature-Dependent Microstructural Evolution and Surface Integrity in Machining of Directed Energy Deposition-316L[J]. Journal of Materials Processing Technology, 2025, 344: 119044.
[19] SHAW M C.Metal Cutting Principles[M]. 2nd ed. Oxford; New York: Oxford University Press, 2005.
[20] AIRAO J, NIRALA C K, BERTOLINI R, et al.Sustainable Cooling Strategies to Reduce Tool Wear, Power Consumption and Surface Roughness during Ultrasonic Assisted Turning of Ti-6Al-4V[J]. Tribology International, 2022, 169: 107494.
Funding
Key Research and Development Plan Project of Heilongjiang Province (2024ZX05B04); The National Natural Science Foundation of China (52475441)