Nickel-based high-temperature alloys are widely used in key fields such as aerospace engines, gas turbines, and high-end energy equipment due to their excellent high-temperature strength, oxidation resistance, and corrosion resistance. However, these materials have high strength, high hardness, low thermal conductivity, and a significant tendency for work hardening. During traditional grinding processes, problems such as high grinding force, high grinding temperature, severe subsurface damage, and difficulty in controlling the surface integrity often occur. Vibration-assisted grinding, as a new precision processing method, can improve the material removal behavior through periodic loading-unloading and intermittent contact effects. However, the influence mechanism of vibration-assisted grinding on the work hardening of nickel-based high-temperature alloys, especially the microscopic regulation laws under different process parameter conditions, has not yet been systematically studied. Therefore, this paper aims to reveal the influence laws and internal mechanisms of vibration-assisted grinding process parameters on the work hardening behavior of nickel-based high-temperature alloys at the atomic scale.
Using the molecular dynamics simulation method, a model for single abrasive particle vibration-assisted grinding of nickel-based high-temperature alloys is established, and a systematic study is conducted around two key process parameters: amplitude and vibration frequency. During the modeling process, the basic structures such as abrasive particles, workpiece, boundary layer, and constant temperature layer are constructed to simulate the interaction process between the abrasive particles and the workpiece material under vibration-assisted conditions; at the same time, the stress response, temperature evolution, dislocation density changes, and dislocation structure evolution behaviors of the workpiece during the grinding process are combined to characterize the material's work hardening characteristics under different parameter conditions. Based on the dislocation theory and the work hardening mechanism, the influence of vibration-assisted grinding on the plastic deformation and work hardening behavior of the material's surface layer is further analyzed from aspects such as dislocation nucleation, proliferation, migration, entanglement, clogging, and the formation of barrier structures.
Studies show that the work hardening of nickel-based high-temperature alloys during vibration-assisted grinding essentially results from the obstruction of dislocation movement. The degree of this hardening is closely related to the internal dislocation density of the workpiece and the evolution of dislocation barrier structures. The higher the internal dislocation density of the workpiece, the more complex the dislocation entanglement, dislocation accumulation, stair-rod dislocations, Hirth dislocations, and Frank dislocations and other barrier structures are. The resistance that the material needs to overcome during subsequent plastic deformation is greater, and the hardening phenomenon is more significant. The influence laws of different process parameters on work hardening are significantly different. As the amplitude increases, the periodic separation effect between the abrasive particles and the workpiece is enhanced, and the local stress concentration in the grinding zone is weakened. Although the local temperature increases, the temperature rise promotes dislocation migration and rearrangement, reducing the overall internal dislocation density and the number of barrier structures in the workpiece, thereby weakening the hardening phenomenon. As the vibration frequency increases, the periodic interaction times of the abrasive particles with the workpiece per unit time increase, the dynamic loading-unloading effect becomes more significant, the stress release in the grinding zone becomes more sufficient, and the thermal activation effect is enhanced. Dislocations are more likely to undergo migration, annihilation, and reconstruction, so the internal dislocation density of the workpiece decreases, dislocation entanglement and dislocation accumulation and other barrier structures are reduced, and the degree of work hardening decreases accordingly.
Key words
nickel-based high-temperature alloy /
vibration-assisted grinding /
process parameter /
dislocation /
work hardening
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References
[1] BINALI R.Experimental and Machine Learning Comparison for Measurement the Machinability of Nickel Based Alloy in Pursuit of Sustainability[J]. Measurement, 2024, 236: 115142.
[2] LIU C, ZHANG Y, ZHU L D, et al.A Review of Ultrasonic Vibration-Assisted Grinding for Advanced Materials[J]. Intelligent and Sustainable Manufacturing, 2025, 2(1): 10001.
[3] CAO Y, DING W F, ZHAO B, et al.Effect of Intermittent Cutting Behavior on the Ultrasonic Vibration-Assisted Grinding Performance of Inconel718 Nickel-Based Superalloy[J]. Precision Engineering, 2022, 78: 248-260.
[4] GU P, ZHU C M, SUN Y C, et al.Surface Roughness Prediction of SiCp/Al Composites in Ultrasonic Vibration- Assisted Grinding[J]. Journal of Manufacturing Processes, 2023, 101: 687-700.
[5] CHEN Y, HU Z W, YU Y Q, et al.Processing and Machining Mechanism of Ultrasonic Vibration-Assisted Grinding on Sapphire[J]. Materials Science in Semiconductor Processing, 2022, 142: 106470.
[6] ZHAO B, HUANG Q, CAO Y, et al.Thermal Analysis of Ultrasonic Vibration-Assisted Grinding with Moment- Triangle Heat Sources[J]. International Journal of Heat and Mass Transfer, 2023, 216: 124552.
[7] HUANG W W, TANG J Y, ZHOU W H, et al.Molecular Dynamics Simulations of Ultrasonic Vibration-Assisted Grinding of Polycrystalline Iron: Nanoscale Plastic Deformation Mechanism and Microstructural Evolution[J]. Applied Surface Science, 2023, 640: 158440.
[8] YANG Z Y, ZOU P, ZHOU L, et al.Research on the Machining Mechanism of AISI 304 Ultrasonic Vibration Assisted Grinding[J]. Applied Acoustics, 2024, 207: 109712.
[9] ZHOU Y G, JIA S Q, LU Y Z, et al.Study on Ultrasonic Elliptical Vibration-Assisted Grinding Mechanism and Surface Quality of C/SiC Composite Material[J]. Diamond and Related Materials, 2024, 149: 111565.
[10] LU Y J, GUO M R, DAI Y Q, et al.Ultrasonic Vibration- Assisted Grinding of Quartz Glass Micro-Hole[J]. Precision Engineering, 2024, 91: 321-335.
[11] YANG Z Y, ZOU P, ZHOU L, et al.Research on Modeling of Grinding Force in Ultrasonic Vibration- Assisted Grinding of 304 Stainless Steel Materials[J]. The International Journal of Advanced Manufacturing Technology, 2022, 120(5): 3201-3223.
[12] HAO Z P, LIU Z Y, FAN Y H.Work Hardening of Ni-Based Single Crystal Alloy in Vibration Grinding Based on Molecular Dynamics Method[J]. Archives of Civil and Mechanical Engineering, 2024, 24(1): 39.
[13] YANG J, BAI J, LI J, et al.Hardening behavior of nickel-base alloy irradiated by multi-energy Fe ions[J]. Journal of Materials Research and Technology, 2024, 29: 1000-1009.
[14] ZHANG W Q, CHEN S, GUO G H, et al.Study on Plastic Deformation Mechanism of a Fourth-Generation Nickel-Based Single Crystal Superalloy: In-Situ SEM Characterization and Dislocation Density-Based Model[J]. Materials Science and Engineering: A, 2025, 930: 148132.
[15] JIANG Y Q, LIU M, ZOU T F, et al.Numerical Simulation and High Cycle Fatigue Behaviour Study on Shot Peening of MAR-M247 Nickel-Based Alloy[J]. International Journal of Fatigue, 2024, 182: 108161.
[16] NI S, WANG Y B, LIAO X Z, et al.Strain Hardening and Softening in a Nanocrystalline Ni-Fe Alloy Induced by Severe Plastic Deformation[J]. Materials Science and Engineering: A, 2011, 528(9): 3398-3403.
[17] FAN Y H, WANG W Y, HAO Z P, et al.Work Hardening Mechanism Based on Molecular Dynamics Simulation in Cutting Ni-Fe-Cr Series of Ni-Based Alloy[J]. Journal of Alloys and Compounds, 2020, 819: 153331.
[18] MISHRA D K, MERAJ M, BADJENA S K, et al.Structural Evolution and Dislocation Behaviour Study during Nanoindentation of Mo20W20Co20Ta20Zr20 High Entropy Alloy Coated Ni Single Crystal Using Molecular Dynamic Simulation[J]. Molecular Simulation, 2019, 45: 572-584.
[19] LIU F, LIU Y, SHI H Q, et al.Aging Hardening Behavior and P Texture Formation of Laser Repaired GH4169 Nickel-Based Alloy[J]. Journal of Alloys and Compounds, 2024, 1006: 176271.
[20] LIU J A, ZHANG W H, MEI F Q, et al.Microstructure Evolution and Work Hardening Behaviour during Cold Deformation of Haynes 214 Superalloy[J]. Journal of Materials Research and Technology, 2023, 24: 5792-5804.
[21] ZHUANG K J, WANG Z, ZOU L L, et al.Simulation of Work Hardening in Machining Inconel 718 with Multiscale Grain Size[J]. Materials, 2023, 16(9): 3562.
[22] LIU S, LIU H D, HE Q B, et al.Achieving Bimodal Grain Structure in Incoloy 945 Nickel-Based Alloy through Precipitation Control[J]. Materials Characterization, 2024, 211: 113921.
[23] 范依航, 刘忠悦, 郝兆朋. 基于分子动力学的振动辅助磨削对镍基高温合金亚表面损伤的影响[J]. 表面技术, 2026, 55(3): 171-182.
FAN Y H, LIU Z Y, HAO Z P.Effect of Vibration- Assisted Grinding on Subsurface Damage of Nickel- Based Superalloys Based on Molecular Dynamics[J]. Surface Technology, 2026, 55(3): 171-182.
[24] BONNY G, TERENTYEV D, PASIANOT R C, et al.Interatomic Potential to Study Plasticity in Stainless Steels: The FeNiCr Model Alloy[J]. Modelling and Simulation in Materials Science and Engineering, 2011, 19(8): 085008.
[25] LOS J H, KROES J M H, ALBE K, et al. Extended Tersoff Potential for Boron Nitride: Energetics and Elastic Properties of Pristine and Defective H-BN[J]. Physical Review B, 2017, 96(18): 184108.
[26] ZHAO P, HAO Z Z, LOU Y H, et al.Study on Phase Transformation in Cutting Ni-Base Superalloy Based on Molecular Dynamics Method[J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2020, 235: 2065-2086.
[27] 范继美, 万光珉. 位错理论及其在金属切削中的应用[M]. 上海: 上海交通大学出版社, 1991: 181-186.
FAN J M, WAN G M.Dislocation Theory and Its Application in Metal Cutting[M]. Shanghai: Shanghai Jiao Tong University Press, 1991: 181-186.
[28] 谢彬, 李睿智. 复杂应力条件下镍基单晶高温合金界面位错演变的分子动力学研究[C]//中国力学大会- 2021+1, 2022: 2.
XIE B, LI R Z.Molecular Dynamics Study on the Evolution of Interfacial Dislocations in Nickel-based Single Crystal Superalloys under Complex Stress Conditions[C]// Chinese Congress of Theoretical and Applied Mechanics-2021+1, 2022: 2.
[29] STUKOWSKI A, ALBE K.Extracting Dislocations and Non-Dislocation Crystal Defects from Atomistic Simulation Data[J]. Modelling and Simulation in Materials Science and Engineering, 2010, 18(8): 085001.
Funding
National Natural Science Foundation of China (52375404)